arXiv_CL

arXiv_CL

• 2022-01-21 Conversational Information Seeking    Hamed Zamani, Johanne R. Trippas, Jeff Dalton, Filip Radlinski arXiv_CL arXiv_CL  Gesture  Face  Action  Recommendation  PDF
• 2022-01-21 Personality Type Based on Myers-Briggs Type Indicator with Text Posting Style by using Traditional and Deep Learning    Sakdipat Ontoum, Jonathan H. Chan arXiv_CL arXiv_CL  RNN  Deep_Learning  PDF
• 2022-01-21 A Comparative Study on Language Models for Task-Oriented Dialogue Systems    Vinsen Marselino Andreas, Genta Indra Winata, Ayu Purwarianti arXiv_CL arXiv_CL  Tracking  Knowledge  Language_Model  PDF
• 2022-01-21 Context-Tuning: Learning Contextualized Prompts for Natural Language Generation    Tianyi Tang, Junyi Li, Wayne Xin Zhao arXiv_CL arXiv_CL  Embedding  Knowledge  Pose  Language_Model  PDF
• 2022-01-21 Text Style Transfer for Bias Mitigation using Masked Language Modeling    Ewoenam Kwaku Tokpo, Toon Calders arXiv_CL arXiv_CL  Style_Transfer  Salient  Language_Model  QA  PDF
• 2022-01-21 Taxonomy Enrichment with Text and Graph Vector Representations    Irina Nikishina, Mikhail Tikhomirov, Varvara Logacheva, Yuriy Nazarov, Alexander Panchenko, Natalia Loukachevitch arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  Deep_Learning  Relation  PDF
• 2022-01-21 Identifying Adversarial Attacks on Text Classifiers    Zhouhang Xie, Jonathan Brophy, Adam Noack, Wencong You, Kalyani Asthana, Carter Perkins, Sabrina Reis, Sameer Singh, Daniel Lowd arXiv_CL arXiv_CL  Adversarial  Detection  Sentiment  Language_Model  PDF
• 2022-01-21 Can Model Compression Improve NLP Fairness    Guangxuan Xu, Qingyuan Hu arXiv_CL arXiv_CL  Regularization  Knowledge  Attention  Language_Model  PDF
• 2022-01-21 Black-box Prompt Learning for Pre-trained Language Models    Shizhe Diao, Xuechun Li, Yong Lin, Zhichao Huang, Tong Zhang arXiv_CL arXiv_CL  Text_Classification  Knowledge  Pose  Classification  Attention  Language_Model  PDF
• 2022-01-21 SciBERTSUM: Extractive Summarization for Scientific Documents    Athar Sefid, C Lee Giles arXiv_CL arXiv_CL  Embedding  Bert  Sparse  Attention  Summarization  PDF
• 2022-01-20 Cheating Automatic Short Answer Grading: On the Adversarial Usage of Adjectives and Adverbs    Anna Filighera, Sebastian Ochs, Tim Steuer, Thomas Tregel arXiv_CL arXiv_CL  Bert  Adversarial  Prediction  Recommendation  PDF
• 2022-01-20 A Latent-Variable Model for Intrinsic Probing    Karolina Stańczak, Lucas Torroba Hennigen, Adina Williams, Ryan Cotterell, Isabelle Augenstein arXiv_CL arXiv_CL  Knowledge  Pose  PDF
• 2022-01-20 Learning-based Hybrid Local Search for the Hard-label Textual Attack    Zhen Yu, Xiaosen Wang, Wanxiang Che, Kun He arXiv_CL arXiv_CL  Text_Classification  Adversarial  Pose  Classification  Prediction  PDF
• 2022-01-20 Why Did You Not Compare With That? Identifying Papers for Use as Baselines    Manjot Bedi, Tanisha Pandey, Sumit Bhatia, Tanmoy Chakraborty arXiv_CL arXiv_CL  Pose  Classification  Attention  PDF
• 2022-01-20 LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training    Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou arXiv_CL arXiv_CL  Knowledge  Pose  Language_Model  PDF
• 2022-01-20 Linguistically-driven Multi-task Pre-training for Low-resource Neural Machine Translation    Zhuoyuan Mao, Chenhui Chu, Sadao Kurohashi arXiv_CL arXiv_CL  Knowledge  Pose  NMT  Relation  PDF
• 2022-01-20 VISA: An Ambiguous Subtitles Dataset for Visual Scene-Aware Machine Translation    Yihang Li, Shuichiro Shimizu, Weiqi Gu, Chenhui Chu, Sadao Kurohashi arXiv_CL arXiv_CL  Video_Caption  Caption  PDF
• 2022-01-20 Construction of a Quality Estimation Dataset for Automatic Evaluation of Japanese Grammatical Error Correction    Daisuke Suzuki, Yujin Takahashi, Ikumi Yamashita, Taichi Aida, Tosho Hirasawa, Michitaka Nakatsuji, Masato Mita, Mamoru Komachi arXiv_CL arXiv_CL  PDF
• 2022-01-20 Sentiment Analysis: Predicting Yelp Scores    Bhanu Prakash Reddy Guda, Mashrin Srivastava, Deep Karkhanis arXiv_CL arXiv_CL  Bert  Review  Pose  Classification  Deep_Learning  Sentiment  Attention  Prediction  PDF
• 2022-01-19 Evaluating Machine Common Sense via Cloze Testing    Ehsan Qasemi, Lee Kezar, Jay Pujara, Pedro Szekely arXiv_CL arXiv_CL  Embedding  Knowledge  Pose  Language_Model  PDF
• 2022-01-19 Improving Biomedical Information Retrieval with Neural Retrievers    Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral arXiv_CL arXiv_CL  Knowledge  Pose  Medical  PDF
• 2022-01-19 Data-to-Value: An Evaluation-First Methodology for Natural Language Projects    Jochen L. Leidner arXiv_CL arXiv_CL  PDF
• 2022-01-19 Top-Down Influence? Predicting CEO Personality and Risk Impact from Speech Transcripts    Kilian Theil, Dirk Hovy, Heiner Stuckenschmidt arXiv_CL arXiv_CL  Speech  Pose  Relation  PDF
• 2022-01-19 Uncovering More Shallow Heuristics: Probing the Natural Language Inference Capacities of Transformer-Based Pre-Trained Language Models Using Syllogistic Patterns    Reto Gubelmann, Siegfried Handschuh arXiv_CL arXiv_CL  Transformer  Inference  Language_Model  PDF
• 2022-01-19 Writing about COVID-19 vaccines: Emotional profiling unravels how mainstream and alternative press framed AstraZeneca, Pfizer and vaccination campaigns    Alfonso Semeraro, Salvatore Vilella, Giancarlo Ruffo, Massimo Stella arXiv_CL arXiv_CL  Pose  Emotion  Face  Attention  PDF
• 2022-01-19 CM3: A Causal Masked Multimodal Model of the Internet    Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer arXiv_CL arXiv_CL  Zero-Shot  GAN  Summarization  Caption  Language_Model  PDF
• 2022-01-19 Development of Fake News Model using Machine Learning through Natural Language Processing    Sajjad Ahmed, Knut Hinkelmann, Flavio Corradini arXiv_CL arXiv_CL  Text_Classification  Knowledge  Classification  Detection  PDF
• 2022-01-19 TourBERT: A pretrained language model for the tourism industry    Veronika Arefieva, Roman Egger arXiv_CL arXiv_CL  Transformer  Bert  Language_Model  PDF
• 2022-01-19 GAP-Gen: Guided Automatic Python Code Generation    Junchen Zhao, Yurun Song, Junlin Wang, Ian G. Harris arXiv_CL arXiv_CL  Transformer  Pose  Language_Model  PDF
• 2022-01-19 Interpreting Arabic Transformer Models    Ahmed Abdelali, Nadir Durrani, Fahim Dalvi, Hassan Sajjad arXiv_CL arXiv_CL  Transformer  Embedding  Knowledge  Face  Language_Model  PDF
• 2022-01-19 Many Ways to be Lonely: Fine-grained Characterization of Loneliness and its Potential Changes in COVID-19    Yueyi Jiang, Yunfan Jiang, Leqi Liu, Piotr Winkielman arXiv_CL arXiv_CL  Bert  Classification  Relation  Prediction  PDF
• 2022-01-19 Neural Language Models are Effective Plagiarists    Stella Biderman, Edward Raff arXiv_CL arXiv_CL  Transformer  Detection  Language_Model  PDF
• 2022-01-19 Improving Neural Machine Translation by Denoising Training    Liang Ding, Keqin Peng, Dacheng Tao arXiv_CL arXiv_CL  Knowledge  Denoising  PDF
• 2022-01-18 Learning grammar with a divide-and-concur neural network    Sean Deyo, Veit Elser arXiv_CL arXiv_CL  Inference  PDF
• 2022-01-18 A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis    Qiyuan An, Ruijiang Li, Lin Gu, Hao Zhang, Qingyu Chen, Zhiyong Lu, Fei Wang, Yingying Zhu arXiv_CL arXiv_CL  Unsupervised  Text_Classification  Pose  Classification  Medical  Inference  PDF
• 2022-01-18 Extending the Vocabulary of Fictional Languages using Neural Networks    Thomas Zacharias, Ashutosh Taklikar, Raja Giryes arXiv_CL arXiv_CL  Style_Transfer  Pose  Deep_Learning  PDF
• 2022-01-18 Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis    Hang Jiang, Yining Hua, Doug Beeferman, Deb Roy arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  PDF
• 2022-01-18 Klexikon: A German Dataset for Joint Summarization and Simplification    Dennis Aumiller, Michael Gertz arXiv_CL arXiv_CL  Pose  Summarization  PDF
• 2022-01-18 Instance-aware Prompt Learning for Language Understanding and Generation    Feihu Jin, Jinliang Lu, Jiajun Zhang, Chengqing Zong arXiv_CL arXiv_CL  Pose  Few-Shot  Language_Model  PDF
• 2022-01-18 Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task    Mehmet Efruz Karabulut, K. Vijay-Shanker arXiv_CL arXiv_CL  Embedding  Classification  Deep_Learning  Medical  PDF
• 2022-01-18 Inferring Commonsense Explanations as Prompts for Future Event Generation    Li Lin, Yixin Cao, Lifu Huang, Shuang Li, Xuming Hu, Lijie Wen, Jianmin Wang arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Action  Text_Generation  Inference  PDF
• 2022-01-18 ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization    Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2022-01-18 Improve Sentence Alignment by Divide-and-conquer    Wu Zhang arXiv_CL arXiv_CL  Embedding  OCR  PDF
• 2022-01-18 Mining Fine-grained Semantics via Graph Neural Networks for Evidence-based Fake News Detection    Weizhi Xu, Junfei Wu, Qiang Liu, Shu Wu, Liang Wang arXiv_CL arXiv_CL  Pose  Action  Detection  Attention  Prediction  PDF
• 2022-01-18 Syntax-based data augmentation for Hungarian-English machine translation    Attila Nagy, Patrick Nanys, Balázs Frey Konrád, Bence Bial, Judit Ács arXiv_CL arXiv_CL  Transformer  PDF
• 2022-01-18 A Study on the Ambiguity in Human Annotation of German Oral History Interviews for Perceived Emotion Recognition and Sentiment Analysis    Michael Gref, Nike Matthiesen, Sreenivasa Hikkal Venugopala, Shalaka Satheesh, Aswinkumar Vijayananth, Duc Bach Ha, Sven Behnke, Joachim Köhler arXiv_CL arXiv_CL  Recognition  Emotion  Face  Sentiment  PDF
• 2022-01-18 Toward Self-Learning End-to-End Dialog Systems    Xiaoying Zhang, Baolin Peng, Jianfeng Gao, Helen Meng arXiv_CL arXiv_CL  Reinforcement_Learning  Pose  Action  PDF
• 2022-01-18 Human and Automatic Speech Recognition Performance on German Oral History Interviews    Michael Gref, Nike Matthiesen, Christoph Schmidt, Sven Behnke, Joachim Köhler arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-01-18 CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities    Mina Lee, Percy Liang, Qian Yang arXiv_CL arXiv_CL  Face  Action  Relation  Language_Model  PDF
• 2022-01-18 Unsupervised Multimodal Word Discovery based on Double Articulation Analysis with Co-occurrence cues    Akira Taniguchi, Hiroaki Murakami, Ryo Ozaki, Tadahiro Taniguchi arXiv_CL arXiv_CL  Unsupervised  Knowledge  Speech  Pose  PDF
• 2022-01-18 COPA-SSE: Semi-structured Explanations for Commonsense Reasoning    Ana Brassard, Benjamin Heinzerling, Pride Kavumba, Kentaro Inui arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Relation  PDF
• 2022-01-18 Hierarchical Neural Network Approaches for Long Document Classification    Snehal Khandve, Vedangi Wagh, Apurva Wani, Isha Joshi, Raviraj Joshi arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Text_Classification  RNN  Pose  Classification  Deep_Learning  Relation  Attention  PDF
• 2022-01-18 Dilated Convolutional Neural Networks for Lightweight Diacritics Restoration    Bálint Csanády, András Lukács arXiv_CL arXiv_CL  Restoration  Self-Supervised  Relation  CNN  PDF
• 2022-01-18 HashSet -- A Dataset For Hashtag Segmentation    Prashant Kodali, Akshala Bhatnagar, Naman Ahuja, Manish Shrivastava, Ponnurangam Kumaraguru arXiv_CL arXiv_CL  Segmentation  Pose  Sentiment  PDF
• 2022-01-18 Dialog Intent Induction via Density-based Deep Clustering Ensemble    Jiashu Pu, Guandan Chen, Yongzhu Chang, Xiaoxi Mao arXiv_CL arXiv_CL  Pose  QA  PDF
• 2022-01-18 Youling: an AI-Assisted Lyrics Creation System    Rongsheng Zhang, Xiaoxi Mao, Le Li, Lin Jiang, Lin Chen, Zhiwei Hu, Yadong Xi, Changjie Fan, Minlie Huang arXiv_CL arXiv_CL  Pose  Face  Action  Text_Generation  PDF
• 2022-01-18 Emojis as Anchors to Detect Arabic Offensive Language and Hate Speech    Hamdy Mubarak, Sabit Hassan, Shammur Absar Chowdhury arXiv_CL arXiv_CL  Transformer  Speech  Pose  Face  Classification  PDF
• 2022-01-18 Selecting and combining complementary feature representations and classifiers for hate speech detection    Rafael M. O. Cruz, Woshington V. de Sousa, George D. C. Cavalcanti arXiv_CL arXiv_CL  Speech  Pose  Action  Classification  Detection  Relation  PDF
• 2022-01-18 TYPIC: A Corpus of Template-Based Diagnostic Comments on Argumentation    Shoichi Naito, Shintaro Sawada, Chihiro Nakagawa, Naoya Inoue, Kenshi Yamaguchi, Iori Shimizu, Farjana Sultana Mim, Keshav Singh, Kentaro Inui arXiv_CL arXiv_CL  PDF
• 2022-01-17 Accessibility and Trajectory-Based Text Characterization    Bárbara C. e Souza, Filipi N. Silva, Henrique F. de Arruda, Luciano da F. Costa, Diego R. Amancio arXiv_CL arXiv_CL  Text_Classification  Speech  Classification  Relation  GAN  PDF
• 2022-01-17 A Literature Survey of Recent Advances in Chatbots    Guendalina Caldarini, Sardar Jaf, Kenneth McGarry arXiv_CL arXiv_CL  Review  Survey  QA  Recommendation  PDF
• 2022-01-17 Data-Centric Machine Learning in the Legal Domain    Hannes Westermann, Jaromir Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef arXiv_CL arXiv_CL  Embedding  Enhancement  Classification  Deep_Learning  PDF
• 2022-01-17 Towards a Cleaner Document-Oriented Multilingual Crawled Corpus    Julien Abadji, Pedro Ortiz Suarez, Laurent Romary, Benoît Sagot arXiv_CL arXiv_CL  Transfer_Learning  Pose  Language_Model  PDF
• 2022-01-17 PerPaDa: A Persian Paraphrase Dataset based on Implicit Crowdsourcing Data Collection    Salar Mohtaj, Fatemeh Tavakkoli, Habibollah Asghari arXiv_CL arXiv_CL  Pose  Detection  PDF
• 2022-01-17 Millions of Co-purchases and Reviews Reveal the Spread of Polarization and Lifestyle Politics across Online Markets    Alexander Ruch, Ari Decter-Frain, Raghav Batra arXiv_CL arXiv_CL  Review  Relation  PDF
• 2022-01-17 Demographic Confounding Causes Extreme Instances of Lifestyle Politics on Facebook    Alexander Ruch, Yujia Zhang, Michael Macy arXiv_CL arXiv_CL  Face  Survey  Relation  PDF
• 2022-01-17 RuMedBench: A Russian Medical Language Understanding Benchmark    Pavel Blinov, Arina Reshetnikova, Aleksandr Nesterov, Galina Zubkova, Vladimir Kokh arXiv_CL arXiv_CL  Transformer  Recognition  Knowledge  Classification  Medical  Inference  PDF
• 2022-01-17 ArCovidVac: Analyzing Arabic Tweets About COVID-19 Vaccination    Hamdy Mubarak, Sabit Hassan, Shammur Absar Chowdhury, Firoj Alam arXiv_CL arXiv_CL  Transformer  Action  Detection  PDF
• 2022-01-17 Handling Compounding in Mobile Keyboard Input    Andreas Kabel, Keith Hall, Tom Ouyang, David Rybach, Daan van Esch, Françoise Beaufays arXiv_CL arXiv_CL  Pose  Language_Model  Prediction  PDF
• 2022-01-17 Cyberbullying Classifiers are Sensitive to Model-Agnostic Perturbations    Chris Emmery, Ákos Kádár, Grzegorz Chrupała, Walter Daelemans arXiv_CL arXiv_CL  Knowledge  Adversarial  Pose  Classification  Detection  PDF
• 2022-01-17 Chatbot System Architecture    Moataz Mohammed, Mostafa M. Aref arXiv_CL arXiv_CL  Deep_Learning  QA  PDF
• 2022-01-17 Joint Learning for Aspect and Polarity Classification in Persian Reviews Using Multi-Task Deep Learning    Milad Vazan arXiv_CL arXiv_CL  Review  Pose  Classification  Deep_Learning  Detection  Sentiment  PDF
• 2022-01-17 Group Gated Fusion on Attention-based Bidirectional Alignment for Multimodal Emotion Recognition    Pengfei Liu, Kun Li, Helen Meng arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Emotion  Action  Relation  Attention  PDF
• 2022-01-17 On the Context-Free Ambiguity of Emoji: A Data-Driven Study of 1,289 Emojis    Justyna Czestochowska, Kristina Gligoric, Maxime Peyrard, Yann Mentha, Michal Bien, Andrea Grutter, Anita Auer, Aris Xanthos, Robert West arXiv_CL arXiv_CL  PDF
• 2022-01-17 MuLVE, A Multi-Language Vocabulary Evaluation Data Set    Anik Jacobsen, Salar Mohtaj, Sebastian Möller arXiv_CL arXiv_CL  Bert  Pose  Language_Model  PDF
• 2022-01-17 Generalizable Neuro-symbolic Systems for Commonsense Question Answering    Alessandro Oltramari, Jonathan Francis, Filip Ilievski, Kaixin Ma, Roshanak Mirzaee arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Quantitative  Language_Model  PDF
• 2022-01-17 ICLEA: Interactive Contrastive Learning for Self-supervised Entity Alignment    Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Juanzi Li, Ling Feng arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-01-17 Unintended Bias in Language Model-drivenConversational Recommendation    Tianshu Shen, Jiaru Li, Mohamed Reda Bouadjenek, Zheda Mai, Scott Sanner arXiv_CL arXiv_CL  Bert  Review  Language_Model  Recommendation  PDF
• 2022-01-17 Korean-Specific Dataset for Table Question Answering    Changwook Jun, Jooyoung Choi, Myoseop Sim, Hyun Kim, Hansol Jang, Kyungkoo Min arXiv_CL arXiv_CL  Transformer  Unsupervised  Relation  Language_Model  PDF
• 2022-01-17 An Empirical Study on the Overlapping Problem of Open-Domain Dialogue Datasets    Yuqiao Wen, Guoqing Luo, Lili Mou arXiv_CL arXiv_CL  PDF
• 2022-01-17 SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning    Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong arXiv_CL arXiv_CL  Reinforcement_Learning  Sparse  Knowledge  Knowledge_Graph  Inference  Prediction  PDF
• 2022-01-17 Proficiency Matters Quality Estimation in Grammatical Error Correction    Yujin Takahashi, Masahiro Kaneko, Masato Mita, Mamoru Komachi arXiv_CL arXiv_CL  Relation  PDF
• 2022-01-17 Evaluation of HTR models without Ground Truth Material    Phillip Benjamin Ströbel, Simon Clematide, Martin Volk, Raphael Schwitter, Tobias Hodel, David Schoch arXiv_CL arXiv_CL  Transformer  Recognition  Face  Language_Model  PDF
• 2022-01-16 The Ninth Advances in Cognitive Systems Conference    Mark Burstein, Mohan Sridharan, David McDonald arXiv_CL arXiv_CL  Pose  PDF
• 2022-01-16 Temporal Relation Extraction with a Graph-Based Deep Biaffine Attention Model    Bo-Ying Su, Shang-Ling Hsu, Kuan-Yin Lai, Amarnath Gupta arXiv_CL arXiv_CL  Pose  Action  Relation  Relation_Extraction  Attention  Inference  Language_Model  Prediction  PDF
• 2022-01-16 Natural Language Deduction through Search over Statement Compositions    Kaj Bostrom, Zayne Sprague, Swarat Chaudhuri, Greg Durrett arXiv_CL arXiv_CL  Pose  PDF
• 2022-01-16 COLD: A Benchmark for Chinese Offensive Language Detection    Jiawen Deng, Jingyan Zhou, Hao Sun, Fei Mi, Minlie Huang arXiv_CL arXiv_CL  Pose  Detection  Object_Detection  Language_Model  PDF
• 2022-01-16 Memory-assisted prompt editing to improve GPT-3 after deployment    Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang arXiv_CL arXiv_CL  Action  PDF
• 2022-01-16 In Situ Answer Sentence Selection at Web-scale    Zeyu Zhang, Thuy Vu, Alessandro Moschitti arXiv_CL arXiv_CL  Transformer  Pose  Inference  QA  PDF
• 2022-01-16 Double Retrieval and Ranking for Accurate Question Answering    Zeyu Zhang, Thuy Vu, Alessandro Moschitti arXiv_CL arXiv_CL  Transformer  Embedding  PDF
• 2022-01-16 SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples    Hao Wang, Yangguang Li, Zhen Huang, Yong Dou, Lingpeng Kong, Jing Shao arXiv_CL arXiv_CL  Embedding  Unsupervised  Bert  Pose  Contrastive_Learning  Relation  Attention  PDF
• 2022-01-16 UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models    Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Few-Shot  Language_Model  PDF
• 2022-01-16 WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation    Alisa Liu, Swabha Swayamdipta, Noah A. Smith, Yejin Choi arXiv_CL arXiv_CL  Adversarial  Pose  Inference  Language_Model  PDF
• 2022-01-15 Addressing the Challenges of Cross-Lingual Hate Speech Detection    Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Speech  Detection  PDF
• 2022-01-15 Unobserved Local Structures Make Compositional Generalization Hard    Ben Bogin, Shivanshu Gupta, Jonathan Berant arXiv_CL arXiv_CL  Adversarial  Pose  PDF
• 2022-01-15 Automatic Correction of Syntactic Dependency Annotation Differences    Andrew Zupon, Andrew Carnie, Michael Hammond, Mihai Surdeanu arXiv_CL arXiv_CL  Embedding  Bert  Pose  PDF
• 2022-01-15 Reasoning over Hybrid Chain for Table-and-Text Open Domain QA    Wanjun Zhong, Junjie Huang, Qian Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan arXiv_CL arXiv_CL  Pose  Action  QA  PDF
• 2022-01-15 Automatic Lexical Simplification for Turkish    Ahmet Yavuz Uluslu arXiv_CL arXiv_CL  Bert  PDF
• 2022-01-15 A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases    Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G P Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander Gray, Guilherme Lima, Ryan Riegel, Francois Luus, L Venkata Subramaniam arXiv_CL arXiv_CL  Knowledge  QA  PDF
• 2022-01-15 Prompt Learning for Few-Shot Dialogue State Tracking    Yuting Yang, Wenqiang Lei, Juan Cao, Jintao Li, Tat-Seng Chua arXiv_CL arXiv_CL  Tracking  Knowledge  Ontology  Few-Shot  Language_Model  PDF
• 2022-01-15 Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems    Yoshitomo Matsubara, Luca Soldaini, Eric Lind, Alessandro Moschitti arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  PDF
• 2022-01-15 Kformer: Knowledge Injection in Transformer Feed-Forward Layers    Yunzhi Yao, Shaohan Huang, Ningyu Zhang, Li Dong, Furu Wei, Huajun Chen arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  Medical  Language_Model  QA  PDF
• 2022-01-15 CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks    Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Jianwei Yang, Xiyang Dai, Bin Xiao, Haoxuan You, Shih-Fu Chang, Lu Yuan arXiv_CL arXiv_CL  Embedding  Knowledge  Pose  VQA  Inference  QA  PDF
• 2022-01-15 Extracting Space Situational Awareness Events from News Text    Zhengnan Xie, Alice Saebom Kwak, Enfa George, Laura W. Dozal, Hoang Van, Moriba Jah, Roberto Furfaro, Peter Jansen arXiv_CL arXiv_CL  Pose  Action  PDF
• 2022-01-14 Cost-Effective Training in Low-Resource Neural Machine Translation    Sai Koneru, Danni Liu, Jan Niehues arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Pose  NMT  PDF
• 2022-01-14 Model Stability with Continuous Data Updates    Huiting Liu, Avinesh P.V.S., Siddharth Patwardhan, Peter Grasch, Sachin Agarwal arXiv_CL arXiv_CL  Embedding  Text_Classification  RNN  Pose  Classification  PDF
• 2022-01-14 Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents    Ramon Pires, Fábio C. de Souza, Guilherme Rosa, Roberto A. Lotufo, Rodrigo Nogueira arXiv_CL arXiv_CL  Pose  Action  Classification  PDF
• 2022-01-14 Towards Reducing Manual Workload in Technology-Assisted Reviews: Estimating Ranking Performance    Grace E. Lee, Aixin Sun arXiv_CL arXiv_CL  Review  Pose  PDF
• 2022-01-14 Multilingual Open Text 1.0: Public Domain News in 44 Languages    Chester Palen-Michel, June Kim, Constantine Lignos arXiv_CL arXiv_CL  PDF
• 2022-01-14 A Warm Start and a Clean Crawled Corpus -- A Recipe for Good Language Models    Vésteinn Snæbjarnarson, Haukur Barri Símonarson, Pétur Orri Ragnarsson, Svanhvít Ingólfsdóttir, Haukur Páll Jónsson, Vilhjálmur Þorsteinsson, Hafsteinn Einarsson arXiv_CL arXiv_CL  Recognition  Bert  Speech  Detection  Language_Model  PDF
• 2022-01-14 Czech Grammar Error Correction with a Large and Diverse Corpus    Jakub Náplava, Milan Straka, Jana Straková, Alexandr Rosen arXiv_CL arXiv_CL  Transformer  PDF
• 2022-01-14 Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings    Ningyu Zhang, Xin Xie, Xiang Chen, Shumin Deng, Chuanqi Tan, Fei Huang, Xu Cheng, Huajun Chen arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  Pose  Prediction  PDF
• 2022-01-14 The Dark Side of the Language: Pre-trained Transformers in the DarkNet    Leonardo Ranaldi, Aria Nourbakhsh, Arianna Patrizi, Elena Sofia Ruzzetti, Dario Onorati, Francesca Fallucchi Fabio Massimo Zanzotto arXiv_CL arXiv_CL  Transformer  Classification  GAN  PDF
• 2022-01-14 Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer    Yinyi Wei, Tong Mo, Yongtao Jiang, Weiping Li, Wen Zhao arXiv_CL arXiv_CL  Embedding  Zero-Shot  Text_Classification  Knowledge  Pose  Contrastive_Learning  Classification  Few-Shot  Language_Model  PDF
• 2022-01-14 Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval    Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Chaozhuo Li, Yingxia Shao, Defu Lian, Xing Xie, Hao Sun, Denvy Deng, Liangjie Zhang, Qi Zhang arXiv_CL arXiv_CL  Embedding  Quantization  Optimization  Sparse  Deep_Learning  PDF
• 2022-01-14 Mental Health Assessment for the Chatbots    Yong Shan, Jinchao Zhang, Zekang Li, Yang Feng, Jie Zhou arXiv_CL arXiv_CL  Emotion  Action  Attention  QA  PDF
• 2022-01-14 Polarity and Subjectivity Detection with Multitask Learning and BERT Embedding    Ranjan Satapathy, Shweta Pardeshi, Erik Cambria arXiv_CL arXiv_CL  Embedding  Bert  Pose  Classification  Detection  Attention  PDF
• 2022-01-14 A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models    Hanqing Zhang, Haolin Song, Shaoyu Li, Ming Zhou, Dawei Song arXiv_CL arXiv_CL  Transformer  Knowledge  Review  Survey  Text_Generation  Language_Model  PDF
• 2022-01-14 This Must Be the Place: Predicting Engagement of Online Communities in a Large-scale Distributed Campaign    Abraham Israeli, Alexander Kremiansky, Oren Tsur arXiv_CL arXiv_CL  Speech  Face  GAN  Prediction  PDF
• 2022-01-14 CommonsenseQA 2.0: Exposing the Limits of AI through Gamification    Alon Talmor, Ori Yoran, Ronan Le Bras, Chandra Bhagavatula, Yoav Goldberg, Yejin Choi, Jonathan Berant arXiv_CL arXiv_CL  Adversarial  Pose  Few-Shot  Inference  Language_Model  QA  PDF
• 2022-01-14 ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization    Mengsay Loem, Sho Takase, Masahiro Kaneko, Naoaki Okazaki arXiv_CL arXiv_CL  Summarization  PDF
• 2022-01-14 Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase Generation    Md Faisal Mahbub Chowdhury, Gaetano Rossiello, Michael Glass, Nandana Mihindukulasooriya, Alfio Gliozzo arXiv_CL arXiv_CL  Pose  Language_Model  PDF
• 2022-01-14 Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark    Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu arXiv_CL arXiv_CL  Pose  Relation  Summarization  PDF
• 2022-01-14 A Survey of Pretrained Language Models Based Text Generation    Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen arXiv_CL arXiv_CL  Survey  Deep_Learning  Text_Generation  Language_Model  PDF
• 2022-01-13 Datasheet for the Pile    Stella Biderman, Kieran Bicheno, Leo Gao arXiv_CL arXiv_CL  Language_Model  PDF
• 2022-01-13 Optimal alphabet for single text compression    Armen E. Allahverdyan, Andranik Khachatryan arXiv_CL arXiv_CL  PDF
• 2022-01-13 NLP in Human Rights Research -- Extracting Knowledge Graphs About Police and Army Units and Their Commanders    Daniel Bauer (1), Tom Longley (2), Yueen Ma (1), Tony Wilson (2) ((1) Department of Computer Science, Columbia University, (2) Security Force Monitor, Human Rights Institute, Columbia Law School) arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Relation  GAN  PDF
• 2022-01-13 Making a Difference One Rationale at a Time    Mitchell Plyler, Michael Green, Min Chi arXiv_CL arXiv_CL  Unsupervised  Inference  PDF
• 2022-01-13 Neural Approaches to Conversational Information Retrieval    Jianfeng Gao, Chenyan Xiong, Paul Bennett, Nick Craswell arXiv_CL arXiv_CL  Face  Survey  Action  Deep_Learning  PDF
• 2022-01-13 The Combinatorics of textit{Salva Veritate} Principles    Norman E. Trushaev arXiv_CL arXiv_CL  Pose  Face  PDF
• 2022-01-13 NorDiaChange: Diachronic Semantic Change Dataset for Norwegian    Andrey Kutuzov, Samia Touileb, Petter Mæhlum, Tita Ranveig Enstad, Alexandra Wittemann arXiv_CL arXiv_CL  PDF
• 2022-01-13 Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation    Yuyan Chen, Yanghua Xiao, Bang Liu arXiv_CL arXiv_CL  Pose  Quantitative  Prediction  QA  PDF
• 2022-01-13 Feature-rich multiplex lexical networks reveal mental strategies of early language learning    Salvatore Citraro, Michael S. Vitevitch, Massimo Stella, Giulio Rossetti arXiv_CL arXiv_CL  Embedding  Knowledge  Quantitative  Detection  Prediction  PDF
• 2022-01-13 Speech Resources in the Tamasheq Language    Marcely Zanon Boito, Fethi Bougares, Florentin Barbier, Souhir Gahbiche, Loïc Barrault, Mickael Rouvier, Yannick Estève arXiv_CL arXiv_CL  Speech  PDF
• 2022-01-13 LARD: Large-scale Artificial Disfluency Generation    T. Passali, T. Mavropoulos, G. Tsoumakas, G. Meditskos, S. Vrochidis arXiv_CL arXiv_CL  Pose  Action  Classification  Detection  PDF
• 2022-01-13 Interactive Data Analysis with Next-step Natural Language Query Recommendation    Xingbo Wang, Furui Cheng, Yong Wang, Ke Xu, Jiang Long, Hong Lu, Huamin Qu arXiv_CL arXiv_CL  Knowledge  Face  Action  GAN  Recommendation  PDF
• 2022-01-13 Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning    Chao Zhao, Daojian Zeng, Lu Xu, Jianhua Dai arXiv_CL arXiv_CL  OCR  Pose  Action  Relation  Relation_Extraction  PDF
• 2022-01-12 How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation    Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang arXiv_CL arXiv_CL  Represenation_Learning  Pose  Classification  PDF
• 2022-01-12 Biochemical Space Language in Relation to Multiset Rewriting Systems    Matej Troják, David Šafránek, Luboš Brim arXiv_CL arXiv_CL  Relation  PDF
• 2022-01-12 How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets    Aarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis, Jörg Tiedemann arXiv_CL arXiv_CL  Pose  Language_Model  Prediction  PDF
• 2022-01-12 Diagnosing BERT with Retrieval Heuristics    Arthur Câmara, Claudia Hauff arXiv_CL arXiv_CL  Embedding  Bert  Pose  Deep_Learning  Language_Model  Matching  PDF
• 2022-01-12 Biaffine Discourse Dependency Parsing    Yingxue Fu arXiv_CL arXiv_CL  PDF
• 2022-01-12 Differentiating Geographic Movement Described in Text Documents    Scott Pezanowski, Alan M. MacEachren, Prasenjit Mitra arXiv_CL arXiv_CL  Recommendation  PDF
• 2022-01-12 Topic Modeling on Podcast Short-Text Metadata    Francisco B. Valero, Marion Baranes, Elena V. Epure arXiv_CL arXiv_CL  Pose  GAN  PDF
• 2022-01-12 Computational analyses of the topics, sentiments, literariness, creativity and beauty of texts in a large Corpus of English Literature    Arthur M. Jacobs, Annette Kinder arXiv_CL arXiv_CL  Recognition  Text_Classification  Classification  Sentiment  PDF
• 2022-01-12 PromptBERT: Improving BERT Sentence Embeddings with Prompts    Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang arXiv_CL arXiv_CL  Embedding  Unsupervised  Bert  Pose  Denoising  PDF
• 2022-01-12 PhysNLU: A Language Resource for Evaluating Natural Language Understanding and Explanation Coherence in Physics    Jordan Meadows, Zili Zhou, Andre Freitas arXiv_CL arXiv_CL  Language_Model  Prediction  PDF
• 2022-01-11 Sentiment Analysis with Deep Learning Models: A Comparative Study on a Decade of Sinhala Language Facebook Data    Gihan Weeraprameshwara, Vihanga Jayawickrama, Nisansa de Silva, Yudhanjaya Wijeratne arXiv_CL arXiv_CL  RNN  Pose  Face  Action  Deep_Learning  Relation  Sentiment  PDF
• 2022-01-11 Large Scale Analysis of Open MOOC Reviews to Support Learners' Course Selection    Manuel J. Gomez, Mario Calderón, Victor Sánchez, Félix J. García Clemente, José A. Ruipérez-Valiente arXiv_CL arXiv_CL  Review  Face  Sentiment  PDF
• 2022-01-11 The GINCO Training Dataset for Web Genre Identification of Documents Out in the Wild    Taja Kuzman, Peter Rupnik, Nikola Ljubešić arXiv_CL arXiv_CL  Transformer  PDF
• 2022-01-11 Turkish Sentiment Analysis Using Machine Learning Methods: Application on Online Food Order Site Reviews    Özlem Aktaş, Berkay Coşkuner, İlker Soner arXiv_CL arXiv_CL  Review  Action  Sentiment  PDF
• 2022-01-11 Quantifying Robustness to Adversarial Word Substitutions    Yuting Yang, Pei Huang, FeiFei Ma, Juan Cao, Meishan Zhang, Jian Zhang, Jintao Li arXiv_CL arXiv_CL  Bert  Adversarial  Pose  PDF
• 2022-01-11 CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition    Wenliang Dai, Samuel Cahyawijaya, Tiezheng Yu, Elham J. Barezi, Peng Xu, Cheuk Tung Shadow Yiu, Rita Frieske, Holy Lovenia, Genta Indra Winata, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung arXiv_CL arXiv_CL  Recognition  Speech  Action  Deep_Learning  Speech_Recognition  PDF
• 2022-01-11 Prior Knowledge Enhances Radiology Report Generation    Song Wang, Liyan Tang, Mingquan Lin, George Shih, Ying Ding, Yifan Peng arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-01-11 Explaining Prediction Uncertainty of Pre-trained Language Models by Detecting Uncertain Words in Inputs    Hanjie Chen, Yangfeng Ji arXiv_CL arXiv_CL  Bert  Sentiment_Classification  Pose  Classification  Sentiment  Inference  Language_Model  Prediction  PDF
• 2022-01-10 Informal Persian Universal Dependency Treebank    Roya Kabiri, Simin Karimi, Mihai Surdeanu arXiv_CL arXiv_CL  Face  Relation  PDF
• 2022-01-10 Language-Agnostic Website Embedding and Classification    Sylvain Lugeon, Tiziano Piccardi, Robert West arXiv_CL arXiv_CL  Embedding  Classification  PDF
• 2022-01-10 A Likelihood Ratio based Domain Adaptation Method for E2E Models    Chhavi Choudhury, Ankur Gandhe, Xiaohan Ding, Ivan Bulyko arXiv_CL arXiv_CL  Recognition  RNN  Speech  Speech_Recognition  PDF
• 2022-01-10 Polish Natural Language Inference and Factivity -- an Expert-based Dataset and Benchmarks    Daniel Ziembicki, Anna Wróblewska, Karolina Seweryn arXiv_CL arXiv_CL  Transformer  Bert  Pose  Activity  Inference  Prediction  PDF
• 2022-01-10 A study on cross-corpus speech emotion recognition and data augmentation    Norbert Braunschweiler, Rama Doddipatla, Simon Keizer, Svetlana Stoyanchev arXiv_CL arXiv_CL  Recognition  Speech  Emotion  PDF
• 2022-01-10 A Survey of Plagiarism Detection Systems: Case of Use with English, French and Arabic Languages    Mehdi Abdelhamid, Faical Azouaou, Sofiane Batata arXiv_CL arXiv_CL  Pose  Survey  Classification  Detection  PDF
• 2022-01-10 BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives    Frederico Souza, João Filho arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Text_Classification  Pose  Classification  Sentiment  Language_Model  PDF
• 2022-01-10 Morphological Analysis of Japanese Hiragana Sentences using the BI-LSTM CRF Model    Jun Izutsu, Kanako Komiya arXiv_CL arXiv_CL  RNN  Speech  Pose  GAN  PDF
• 2022-01-10 DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population    Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen arXiv_CL arXiv_CL  Recognition  Knowledge  Action  Deep_Learning  Relation  Few-Shot  Relation_Extraction  GAN  PDF
• 2022-01-10 TiltedBERT: Resource Adjustable Version of BERT    Sajjad Kachuee, Mohammad Sharifkhani arXiv_CL arXiv_CL  Transformer  Bert  Pose  Classification  Sentiment  Inference  PDF
• 2022-01-10 A Planck Radiation and Quantization Scheme for Human Cognition and Language    Diederik Aerts, Lester Beltran arXiv_CL arXiv_CL  Quantization  PDF
• 2022-01-10 Empirical study on BlenderBot 2.0 Errors Analysis in terms of Model, Data and User-Centric Approach    Jungseob Lee, Midan Shim, Suhyune Son, Yujin Kim, Chanjun Park, Heuiseok Lim arXiv_CL arXiv_CL  Speech  Pose  QA  PDF
• 2022-01-10 Fully automatic scoring of handwritten descriptive answers in Japanese language tests    Hung Tuan Nguyen, Cuong Tuan Nguyen, Haruki Oka, Tsunenori Ishioka, Masaki Nakagawa arXiv_CL arXiv_CL  Handwriting  Bert  Pose  Language_Model  PDF
• 2022-01-10 Writing Style Aware Document-level Event Extraction    Zhuo Xu, Yue Wang, Lu Bai, Lixin Cui arXiv_CL arXiv_CL  Pose  Action  Classification  Attention  GAN  Medical  PDF
• 2022-01-10 Style, Content, and the Success of Ideas    Reihane Boghrati, Jonah Berger, Grant Packard arXiv_CL arXiv_CL  PDF
• 2022-01-10 Quantifying Gender Bias in Consumer Culture    Reihane Boghrati, Jonah Berger arXiv_CL arXiv_CL  PDF
• 2022-01-09 Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning    Aditya Siddhant, Ankur Bapna, Orhan Firat, Yuan Cao, Mia Xu Chen, Isaac Caswell, Xavier Garcia arXiv_CL arXiv_CL  Self-Supervised  PDF
• 2022-01-09 Projection: A Mixed-Initiative Research Process    Austin Silveria arXiv_CL arXiv_CL  Knowledge  Face  Action  Recommendation  PDF
• 2022-01-09 Medication Error Detection Using Contextual Language Models    Yu Jiang, Christian Poellabauer arXiv_CL arXiv_CL  Bert  Speech  Pose  Detection  Medical  Language_Model  PDF
• 2022-01-09 An Ensemble Approach to Acronym Extraction using Transformers    Prashant Sharma, Hadeel Saadany, Leonardo Zilio, Diptesh Kanojia, Constantin Orăsan arXiv_CL arXiv_CL  Transformer  Action  CNN  Language_Model  PDF
• 2022-01-09 Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic    Simon Lupart, Benoit Favre, Vassilina Nikoulina, Salah Ait-Mokhtar arXiv_CL arXiv_CL  Bert  Zero-Shot  Classification  Relation  Few-Shot  Medical  PDF
• 2022-01-09 Rethink Stealthy Backdoor Attacks in Natural Language Processing    Lingfeng Shen, Haiyun Jiang, Lemao Liu, Shuming Shi arXiv_CL arXiv_CL  Text_Classification  Pose  Classification  PDF
• 2022-01-09 Indian Language Wordnets and their Linkages with Princeton WordNet    Diptesh Kanojia, Kevin Patel, Pushpak Bhattacharyya arXiv_CL arXiv_CL  Knowledge  PDF
• 2022-01-08 Impact of Stop Sets on Stopping Active Learning for Text Classification    Luke Kurlandski, Michael Bloodgood arXiv_CL arXiv_CL  Text_Classification  Review  Classification  Attention  Prediction  PDF
• 2022-01-08 Effect of Toxic Review Content on Overall Product Sentiment    Mayukh Mukhopadhyay, Sangeeta Sahney arXiv_CL arXiv_CL  Review  Pose  Quantitative  Sentiment  PDF
• 2022-01-08 Coherence-Based Distributed Document Representation Learning for Scientific Documents    Shicheng Tan, Shu Zhao, Yanping Zhang arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Relation  Recommendation  PDF
• 2022-01-08 A Unified Review of Deep Learning for Automated Medical Coding    Shaoxiong Ji, Wei Sun, Hang Dong, Honghan Wu, Pekka Marttinen arXiv_CL arXiv_CL  Review  Pose  Action  Deep_Learning  Medical  PDF
• 2022-01-08 Defining maximum acceptable latency of AI-enhanced CAI tools    Claudio Fantinuoli, Maddalena Montecchio arXiv_CL arXiv_CL  Speech  Language_Model  PDF
• 2022-01-08 Beyond modeling: NLP Pipeline for efficient environmental policy analysis    Jordi Planas, Daniel Firebanks-Quevedo, Galina Naydenova, Ramansh Sharma, Cristina Taylor, Kathleen Buckingham, Rong Fang arXiv_CL arXiv_CL  Restoration  Knowledge  Review  Pose  PDF
• 2022-01-08 Low-Rank Constraints for Fast Inference in Structured Models    Justin T. Chiu, Yuntian Deng, Alexander M. Rush arXiv_CL arXiv_CL  Unsupervised  Inference  Language_Model  PDF
• 2022-01-07 A New Amharic Speech Emotion Dataset and Classification Benchmark    Ephrem A. Retta, Eiad Almekhlafi, Richard Sutcliffe, Mustafa Mhamed, Haider Ali, Jun Feng arXiv_CL arXiv_CL  Recognition  RNN  Speech  Emotion  Classification  PDF
• 2022-01-07 MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound    Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi arXiv_CL arXiv_CL  Video_Caption  Zero-Shot  Knowledge  Pose  VQA  Prediction  QA  PDF
• 2022-01-07 RxWhyQA: a clinical question-answering dataset with the challenge of multi-answer questions    Sungrim Moon, Huan He, Hongfang Liu, Jungwei W. Fan arXiv_CL arXiv_CL  Relation  QA  PDF
• 2022-01-07 Semantic-based Data Augmentation for Math Word Problems    Ailisi Li, Jiaqing Liang, Yanghua Xiao arXiv_CL arXiv_CL  Knowledge  Pose  GAN  PDF
• 2022-01-07 The Defeat of the Winograd Schema Challenge    Vid Kocijan, Ernest Davis, Thomas Lukasiewicz, Gary Marcus, Leora Morgenstern arXiv_CL arXiv_CL  Transformer  Knowledge  Review  Pose  Language_Model  PDF
• 2022-01-07 Semi-Supervised Clustering with Contrastive Learning for Discovering New Intents    Feng Wei, Zhenbo Chen, Zhenghong Hao, Fengxin Yang, Hua Wei, Bing Han, Sheng Guo arXiv_CL arXiv_CL  Pose  Contrastive_Learning  QA  PDF
• 2022-01-07 An Unsupervised Masking Objective for Abstractive Multi-Document News Summarization    Nikolai Vogler, Songlin Li, Yujie Xu, Yujian Mi, Taylor Berg-Kirkpatrick arXiv_CL arXiv_CL  Unsupervised  Summarization  PDF
• 2022-01-06 Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT    Aparna Elangovan, Yuan Li, Douglas E. V. Pires, Melissa J. Davis, Karin Verspoor arXiv_CL arXiv_CL  Bert  Knowledge  Action  Deep_Learning  Prediction  PDF
• 2022-01-06 An Opinion Mining of Text in COVID-19 Issues along with Comparative Study in ML, BERT & RNN    Md. Mahadi Hasan Sany, Mumenunnesa Keya, Sharun Akter Khushbu, Akm Shahariar Azad Rabby, Abu Kaisar Mohammad Masum arXiv_CL arXiv_CL  Bert  RNN  Knowledge  Pose  Deep_Learning  Prediction  PDF
• 2022-01-06 ConTrip: Consensus Sentiment review Analysis and Platform ratings in a single score    José Bonet, José Bonet arXiv_CL arXiv_CL  Review  Pose  Sentiment  PDF
• 2022-01-06 BERN2: an advanced neural biomedical named entity recognition and normalization tool    Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang arXiv_CL arXiv_CL  Recognition  Knowledge  Knowledge_Graph  Action  Medical  Inference  PDF
• 2022-01-06 Sales Time Series Analytics Using Deep Q-Learning    Bohdan M. Pavlyshenko arXiv_CL arXiv_CL  Optimization  Pose  Action  PDF
• 2022-01-06 Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis    Liat Ein-Dor, Ilya Shnayderman, Artem Spector, Lena Dankin, Ranit Aharonov, Noam Slonim arXiv_CL arXiv_CL  Pose  Sentiment  Language_Model  PDF
• 2022-01-06 Phrase-level Adversarial Example Generation for Neural Machine Translation    Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Furu Wei arXiv_CL arXiv_CL  Adversarial  Pose  NMT  PDF
• 2022-01-06 An exploratory experiment on Hindi, Bengali hate-speech detection and transfer learning using neural networks    Tung Minh Phung, Jan Cloos arXiv_CL arXiv_CL  Transfer_Learning  Speech  Detection  PDF
• 2022-01-06 HuSpaCy: an industrial-strength Hungarian natural language processing toolkit    György Orosz, Zsolt Szántó, Péter Berkecz, Gergő Szabó, Richárd Farkas arXiv_CL arXiv_CL  Embedding  Recognition  Prediction  PDF
• 2022-01-06 Automatic Related Work Generation: A Meta Study    Xiangci Li, Jessica Ouyang arXiv_CL arXiv_CL  Review  Pose  Survey  Attention  Summarization  Text_Generation  Activity  PDF
• 2022-01-05 Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation    Zoey Liu, Emily Prud'hommeaux arXiv_CL arXiv_CL  Segmentation  PDF
• 2022-01-05 KUDO Interpreter Assist: Automated Real-time Support for Remote Interpretation    Claudio Fantinuoli, Giulia Marchesini, David Landan, Lukas Horak arXiv_CL arXiv_CL  PDF
• 2022-01-05 Semi-automatic WordNet Linking using Word Embeddings    Kevin Patel, Diptesh Kanojia, Pushpak Bhattacharyya arXiv_CL arXiv_CL  Embedding  Knowledge  Pose  PDF
• 2022-01-05 Atomized Search Length: Beyond User Models    John Alex, Keith Hall, Donald Metzler arXiv_CL arXiv_CL  Deep_Learning  PDF
• 2022-01-05 Multi Document Reading Comprehension    Avi Chawla arXiv_CL arXiv_CL  Pose  QA  PDF
• 2022-01-05 Some Strategies to Capture Karaka-Yogyata with Special Reference to apadana    Swaraja Salaskar, Diptesh Kanojia, Malhar Kulkarni arXiv_CL arXiv_CL  PDF
• 2022-01-05 Strategies of Effective Digitization of Commentaries and Sub-commentaries: Towards the Construction of Textual History    Diptesh Kanojia, Malhar Kulkarni, Sayali Ghodekar, Eivind Kahrs, Pushpak Bhattacharyya arXiv_CL arXiv_CL  Salient  PDF
• 2022-01-05 Relationship extraction for knowledge graph creation from biomedical literature    Nikola Milosevic, Wolfgang Thielemann arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Action  Deep_Learning  Relation  Medical  PDF
• 2022-01-05 SMDT: Selective Memory-Augmented Neural Document Translation    Xu Zhang, Jian Yang, Haoyang Huang, Shuming Ma, Dongdong Zhang, Jinlong Li, Furu Wei arXiv_CL arXiv_CL  Pose  NMT  Attention  GAN  PDF
• 2022-01-05 All You Need In Sign Language Production    Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Vassilis Athitsos, Mohammad Sabokrou arXiv_CL arXiv_CL  Recognition  Review  Pose  Survey  Deep_Learning  PDF
• 2022-01-05 Monitoring Energy Trends through Automatic Information Extraction    Dilek Küçük arXiv_CL arXiv_CL  Recognition  Action  Sentiment  GAN  Summarization  PDF
• 2022-01-05 Debiased Learning from Naturally Imbalanced Pseudo-Labels for Zero-Shot and Semi-Supervised Learning    Xudong Wang, Zhirong Wu, Long Lian, Stella X. Yu arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2022-01-05 Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding    Ting Hua, Yilin Shen, Changsheng Zhao, Yen-Chang Hsu, Hongxia Jin arXiv_CL arXiv_CL  Pose  Classification  PDF
• 2022-01-05 Mining Adverse Drug Reactions from Unstructured Mediums at Scale    Hasham Ul Haq Veysel Kocaman David Talby arXiv_CL arXiv_CL  Recognition  Bert  Text_Classification  Pose  Action  Classification  Relation  Relation_Extraction  PDF
• 2022-01-04 A Hierarchical Model for Spoken Language Recognition    Luciana Ferrer, Diego Castan, Mitchell McLaren, Aaron Lawson arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  Detection  Speech_Recognition  PDF
• 2022-01-04 ZeroBERTo -- Leveraging Zero-Shot Text Classification by Topic Modeling    Alexandre Alcoforado, Thomas Palmeira Ferraz, Rodrigo Gerber, Enzo Bustos, André Seidel Oliveira, Bruno Miguel Veloso, Fabio Levy Siqueira, Anna Helena Reali Costa arXiv_CL arXiv_CL  Transformer  Unsupervised  Bert  Zero-Shot  Text_Classification  Pose  Classification  Language_Model  PDF
• 2022-01-04 Multi-Stage Episodic Control for Strategic Exploration in Text Games    Jens Tuyls, Shunyu Yao, Sham Kakade, Karthik Narasimhan arXiv_CL arXiv_CL  Reinforcement_Learning  Sparse  Pose  Action  PDF
• 2022-01-04 Predicting Influenza A Viral Host Using PSSM and Word Embeddings    Yanhua Xu, Dominik Wojtczak arXiv_CL arXiv_CL  Embedding  Detection  PDF
• 2022-01-04 DigNet: Digging Clues from Local-Global Interactive Graph for Aspect-level Sentiment Classification    Bowen Xing, Ivor Tsang arXiv_CL arXiv_CL  Sentiment_Classification  Pose  Classification  Relation  Sentiment  PDF
• 2022-01-04 Semantics-Preserved Distortion for Personal Privacy Protection    Letian Peng, Zuchao Li, Hai Zhao arXiv_CL arXiv_CL  Recognition  Pose  PDF
• 2022-01-03 An Adversarial Benchmark for Fake News Detection Models    Lorenzo Jaime Yu Flores, Yiding Hao arXiv_CL arXiv_CL  Bert  Adversarial  Pose  Detection  Relation  Object_Detection  PDF
• 2022-01-03 AI & Racial Equity: Understanding Sentiment Analysis Artificial Intelligence, Data Security, and Systemic Theory in Criminal Justice Systems    Alia Abbas arXiv_CL arXiv_CL  Sentiment  PDF
• 2022-01-03 Sentiment Analysis and Sarcasm Detection of Indian General Election Tweets    Arpit Khare, Amisha Gangwar, Sudhakar Singh, Shiv Prakash arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Face  Detection  Sentiment  PDF
• 2022-01-03 Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions    Marwan Omar, Soohyeon Choi, DaeHun Nyang, David Mohaisen arXiv_CL arXiv_CL  Embedding  Enhancement  Recognition  Adversarial  Speech  Pose  Deep_Learning  Sentiment  Speech_Recognition  PDF
• 2022-01-03 Semi-supervised Stance Detection of Tweets Via Distant Network Supervision    Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty arXiv_CL arXiv_CL  Speech  Detection  Object_Detection  GAN  Prediction  PDF
• 2022-01-03 Toxicity Detection for Indic Multilingual Social Media Content    Manan Jhaveri, Devanshu Ramaiya, Harveen Singh Chadha arXiv_CL arXiv_CL  Transformer  Bert  Pose  Classification  Detection  PDF
• 2022-01-03 Which Student is Best? A Comprehensive Knowledge Distillation Exam for Task-Specific BERT Models    Made Nindyatama Nityasya, Haryo Akbarianto Wibowo, Rendi Chevi, Radityo Eko Prasojo, Alham Fikri Aji arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Text_Classification  RNN  Knowledge  Pose  Classification  PDF
• 2022-01-03 Learning with Latent Structures in Natural Language Processing: A Survey    Zhaofeng Wu arXiv_CL arXiv_CL  Optimization  Review  Survey  PDF
• 2022-01-03 Actor-Critic Network for Q&A in an Adversarial Environment    Bejan Sadeghian arXiv_CL arXiv_CL  Reinforcement_Learning  Adversarial  Pose  PDF
• 2022-01-03 Testing the Robustness of a BiLSTM-based Structural Story Classifier    Aftab Hussain, Sai Durga Prasad Nanduri, Sneha Seenuvasavarathan arXiv_CL arXiv_CL  RNN  Pose  Detection  PDF
• 2022-01-02 Topical Classification of Food Safety Publications with a Knowledge Base    Piotr Sowiński, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki arXiv_CL arXiv_CL  Knowledge  Pose  Classification  PDF
• 2022-01-02 Establishing Strong Baselines for TripClick Health Retrieval    Sebastian Hofstätter, Sophia Althammer, Mete Sertkan, Allan Hanbury arXiv_CL arXiv_CL  Transformer  PDF
• 2022-01-02 Towards Trustworthy AutoGrading of Short, Multi-lingual, Multi-type Answers    Johannes Schneider, Robin Richner, Micha Riser arXiv_CL arXiv_CL  Transformer  PDF
• 2022-01-02 On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations    Aamir Miyajiwala, Arnav Ladkat, Samiksha Jagadale, Raviraj Joshi arXiv_CL arXiv_CL  Bert  Text_Classification  RNN  Classification  Deep_Learning  PDF
• 2022-01-02 Informed Multi-context Entity Alignment    Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Xiaofang Zhou arXiv_CL arXiv_CL  Transformer  Embedding  Knowledge  Knowledge_Graph  Pose  Action  Relation  PDF
• 2022-01-01 Challenges of sampling and how phylogenetic comparative methods help: With a case study of the Pama-Nyungan laminal contrast    Jayden L. Macklin-Cordes, Erich R. Round arXiv_CL arXiv_CL  GAN  PDF
• 2022-01-01 Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization    Zi-Yi Dou, Nanyun Peng arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Text_Classification  Optimization  Knowledge  Pose  Action  Classification  Relation  Relation_Extraction  Language_Model  Prediction  QA  PDF
• 2022-01-01 Semantic Search for Large Scale Clinical Ontologies    Duy-Hoa Ngo, Madonna Kemp, Donna Truran, Bevan Koopman, Alejandro Metke-Jimenez arXiv_CL arXiv_CL  Bert  Pose  Ontology  Deep_Learning  Matching  PDF
• 2022-01-01 Automated Fake News Detection using cross-checking with reliable sources    Zahra Ghadiri, Milad Ranjbar, Fakhteh Ghanbarnejad, Sadegh Raeisi arXiv_CL arXiv_CL  Classification  Detection  PDF
• 2021-12-31 How do lexical semantics affect translation? An empirical study    Vivek Subramanian, Dhanasekar Sundararaman arXiv_CL arXiv_CL  Transformer  Speech  NMT  Relation  PDF
• 2021-12-31 A Deep Learning Approach to Integrate Human-Level Understanding in a Chatbot    Afia Fairoose Abedin, Amirul Islam Al Mamun, Rownak Jahan Nowrin, Amitabha Chakrabarty, Moin Mostakim, Sudip Kumar Naskar arXiv_CL arXiv_CL  Recognition  Review  Emotion  Action  Classification  Deep_Learning  Detection  Sentiment  GAN  QA  PDF
• 2021-12-31 Training and Generating Neural Networks in Compressed Weight Space    Kazuki Irie, Jürgen Schmidhuber arXiv_CL arXiv_CL  RNN  Language_Model  PDF
• 2021-12-31 Hypers at ComMA@ICON: Modelling Aggressiveness, Gender Bias and Communal Bias Identification    Sean Benhur, Roshan Nayak, Kanchana Sivanraju, Adeep Hande, Subalalitha Chinnaudayar Navaneethakrishnan, Ruba Priyadharshini, Bharathi Raja Chakravarthi6 arXiv_CL arXiv_CL  Pose  Attention  PDF
• 2021-12-31 OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data    Gaochen Wu, Bin Xu, Yuxin Qin, Yang Liu, Lingyu Liu, Ziwei Wang arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Knowledge  Pose  QA  PDF
• 2021-12-31 Clustering Vietnamese Conversations From Facebook Page To Build Training Dataset For Chatbot    Trieu Hai Nguyen, Thi-Kim-Ngoan Pham, Thi-Hong-Minh Bui, Thanh-Quynh-Chau Nguyen arXiv_CL arXiv_CL  Embedding  Bert  Pose  Face  Action  QA  PDF
• 2021-12-31 Using Graph-Aware Reinforcement Learning to Identify Winning Strategies in Diplomacy Games    Hansin Ahuja, Lynnette Hui Xian Ng, Kokil Jaidka arXiv_CL arXiv_CL  Reinforcement_Learning  Pose  Detection  PDF
• 2021-12-31 Domain Adaptation with Category Attention Network for Deep Sentiment Analysis    Dongbo Xi, Fuzhen Zhuang, Ganbin Zhou, Xiaohu Cheng, Fen Lin, Qing He arXiv_CL arXiv_CL  Sentiment_Classification  Optimization  Pose  Classification  Sentiment  Attention  CNN  PDF
• 2021-12-31 ViNMT: Neural Machine Translation Tookit    Nguyen Hoang Quan, Nguyen Thanh Dat, Nguyen Hoang Minh Cong, Nguyen Van Vinh, Ngo Thi Vinh, Nguyen Phuong Thai, Tran Hong Viet arXiv_CL arXiv_CL  Transformer  NMT  Prediction  PDF
• 2021-12-31 First order linear logic and tensor type calculus for categorial grammars    Sergey Slavnov arXiv_CL arXiv_CL  Relation  PDF
• 2021-12-30 Utilizing Wordnets for Cognate Detection among Indian Languages    Diptesh Kanojia, Kevin Patel, Pushpak Bhattacharyya, Malhar Kulkarni, Gholamreza Haffari arXiv_CL arXiv_CL  Pose  Deep_Learning  Detection  PDF
• 2021-12-30 KIND: an Italian Multi-Domain Dataset for Named Entity Recognition    Teresa Paccosi, Alessio Palmero Aprosio arXiv_CL arXiv_CL  Recognition  GAN  PDF
• 2021-12-30 YACLC: A Chinese Learner Corpus with Multidimensional Annotation    Yingying Wang, Cunliang Kong, Liner Yang, Yijun Wang, Xiaorong Lu, Renfen Hu, Shan He, Zhenghao Liu, Yun Chen, Erhong Yang, Maosong Sun arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-30 QEMind: Alibaba's Submission to the WMT21 Quality Estimation Shared Task    Jiayi Wang, Ke Wang, Boxing Chen, Yu Zhao, Weihua Luo, Yuqi Zhang arXiv_CL arXiv_CL  Bert  Pose  Detection  Prediction  PDF
• 2021-12-29 Application of Hierarchical Temporal Memory Theory for Document Categorization    Deven Shah, Pinak Ghate, Manali Paranjape, Amit Kumar arXiv_CL arXiv_CL  Sparse  Classification  PDF
• 2021-12-29 Materialized Knowledge Bases from Commonsense Transformers    Tuan-Phong Nguyen, Simon Razniewski arXiv_CL arXiv_CL  Transformer  Knowledge  Attention  Language_Model  PDF
• 2021-12-29 Attention-based Bidirectional LSTM for Deceptive Opinion Spam Classification    Ashish Salunkhe arXiv_CL arXiv_CL  RNN  Review  Pose  Classification  Deep_Learning  Attention  PDF
• 2021-12-29 LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents    Shounak Paul, Pawan Goyal, Saptarshi Ghosh arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-29 Frequency-Aware Contrastive Learning for Neural Machine Translation    Tong Zhang, Wei Ye, Baosong Yang, Long Zhang, Xingzhang Ren, Dayiheng Liu, Jinan Sun, Shikun Zhang, Haibo Zhang, Wen Zhao arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Contrastive_Learning  NMT  Prediction  PDF
• 2021-12-29 Variational Learning for the Inverted Beta-Liouville Mixture Model and Its Application to Text Categorization    Yongfa Ling, Wenbo Guan, Qiang Ruan, Heping Song, Yuping Lai arXiv_CL arXiv_CL  Optimization  Pose  Attention  GAN  Inference  PDF
• 2021-12-28 Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora    Hila Gonen, Ganesh Jawahar, Djamé Seddah, Yoav Goldberg arXiv_CL arXiv_CL  Embedding  Pose  PDF
• 2021-12-28 Mirror Matching: Document Matching Approach in Seed-driven Document Ranking for Medical Systematic Reviews    Grace E. Lee, Aixin Sun arXiv_CL arXiv_CL  Review  Pose  Medical  Matching  PDF
• 2021-12-28 Robust Security Analysis Based on Random Geometry Theory for Satellite-Terrestrial-Vehicle Network    Xudong Li, Ye Fan, Rugui Yao, Peng Wang, Nan Qi, Xiaoya Zuo arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-28 A Survey on Gender Bias in Natural Language Processing    Karolina Stanczak, Isabelle Augenstein arXiv_CL arXiv_CL  Survey  Recommendation  PDF
• 2021-12-28 Processing M.A. Castr'en's Materials: Multilingual Typed and Handwritten Manuscripts    Niko Partanen, Jack Rueter, Mika Hämäläinen, Khalid Alnajjar arXiv_CL arXiv_CL  Recognition  Attention  PDF
• 2021-12-28 Cognitive Computing to Optimize IT Services    Abbas Raza Ali arXiv_CL arXiv_CL  Segmentation  Salient  Knowledge  Pose  Survey  Action  Classification  Relation  Sentiment  GAN  Summarization  PDF
• 2021-12-28 LINDA: Unsupervised Learning to Interpolate in Natural Language Processing    Yekyung Kim, Seohyeong Jeong, Kyunghyun Cho arXiv_CL arXiv_CL  Unsupervised  Text_Classification  Pose  Classification  PDF
• 2021-12-28 A Preordered RNN Layer Boosts Neural Machine Translation in Low Resource Settings    Mohaddeseh Bastan, Shahram Khadivi arXiv_CL arXiv_CL  RNN  Pose  NMT  Attention  PDF
• 2021-12-28 The University of Texas at Dallas HLTRI's Participation in EPIC-QA: Searching for Entailed Questions Revealing Novel Answer Nuggets    Maxwell Weinzierl, Sanda M. Harabagiu arXiv_CL arXiv_CL  Bert  Relation  QA  PDF
• 2021-12-27 Can Social Ontological Knowledge Representations be Measured Using Machine Learning?    Ahmed Izzidien arXiv_CL arXiv_CL  Knowledge  Pose  Ontology  PDF
• 2021-12-27 What do Large Language Models Learn about Scripts?    Abhilasha Sancheti, Rachel Rudinger arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Pose  Language_Model  PDF
• 2021-12-27 Pedagogical Word Recommendation: A novel task and dataset on personalized vocabulary acquisition for L2 learners    Jamin Shin, Juneyoung Park arXiv_CL arXiv_CL  Knowledge  Pose  Recommendation  PDF
• 2021-12-27 'A Passage to India': Pre-trained Word Embeddings for Indian Languages    Kumar Saurav, Kumar Saunack, Diptesh Kanojia, Pushpak Bhattacharyya arXiv_CL arXiv_CL  Embedding  Bert  QA  PDF
• 2021-12-27 Understanding RoBERTa's Mood: The Role of Contextual-Embeddings as User-Representations for Depression Prediction    Matthew Matero, Albert Hung, H. Andrew Schwartz arXiv_CL arXiv_CL  Embedding  Bert  Language_Model  Prediction  PDF
• 2021-12-27 Contextual Sentence Analysis for the Sentiment Prediction on Financial Data    Elvys Linhares Pontes, Mohamed Benjannet arXiv_CL arXiv_CL  Transformer  Bert  Pose  Sentiment  Prediction  PDF
• 2021-12-27 Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment    Markus Kreuzthaler, Stefan Schulz arXiv_CL arXiv_CL  Bert  RNN  Classification  Language_Model  PDF
• 2021-12-27 Hamtajoo: A Persian Plagiarism Checker for Academic Manuscripts    Vahid Zarrabi, Salar Mohtaj, Habibollah Asghari arXiv_CL arXiv_CL  Pose  Detection  PDF
• 2021-12-27 A Survey on non-English Question Answering Dataset    Andreas Chandra, Affandy Fahrizain, Ibrahim, Simon Willyanto Laufried arXiv_CL arXiv_CL  Review  Survey  Attention  PDF
• 2021-12-27 Parameter Differentiation based Multilingual Neural Machine Translation    Qian Wang, Jiajun Zhang arXiv_CL arXiv_CL  Knowledge  Pose  NMT  PDF
• 2021-12-27 CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark    Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun arXiv_CL arXiv_CL  Pose  GAN  Language_Model  PDF
• 2021-12-27 Multi-modal Attention Network for Stock Movements Prediction    Shwai He, Shi Gu arXiv_CL arXiv_CL  Pose  Attention  Prediction  PDF
• 2021-12-27 Polite Emotional Dialogue Acts for Conversational Analysis in Dialy Dialog Data    Chandrakant Bothe arXiv_CL arXiv_CL  Emotion  Relation  Sentiment  PDF
• 2021-12-27 Chinese Learners' Phonetic Transfer of /i/ from Mandarin Chinese to General American English: Evidence from Perception and Production Experiments    Lintao Chen arXiv_CL arXiv_CL  PDF
• 2021-12-27 Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling    Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam arXiv_CL arXiv_CL  Knowledge  Pose  Attention  QA  PDF
• 2021-12-27 Event-based clinical findings extraction from radiology reports with pre-trained language model    Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen arXiv_CL arXiv_CL  Bert  Action  Deep_Learning  Relation  Relation_Extraction  Medical  Language_Model  Prediction  PDF
• 2021-12-26 New Methods & Metrics for LFQA tasks    Suchismit Mahapatra, Vladimir Blagojevic, Pablo Bertorello, Prasanna Kumar arXiv_CL arXiv_CL  Inference  QA  PDF
• 2021-12-26 An Interdisciplinary Approach for the Automated Detection and Visualization of Media Bias in News Articles    Timo Spinde arXiv_CL arXiv_CL  Bert  Deep_Learning  Detection  PDF
• 2021-12-26 Quantum Algorithm for the Shortest Superstring Problem    Kamil Khadiev, Carlos Manuel Bosch Machado arXiv_CL arXiv_CL  PDF
• 2021-12-25 Stance Quantification: Definition of the Problem    Dilek Küçük arXiv_CL arXiv_CL  Detection  PDF
• 2021-12-25 PerCQA: Persian Community Question Answering Dataset    Naghme Jamali, Yadollah Yaghoobzadeh, Hesham Faili arXiv_CL arXiv_CL  Language_Model  QA  PDF
• 2021-12-25 Combining Improvements for Exploiting Dependency Trees in Neural Semantic Parsing    Defeng Xie, Jianmin Ji, Jiafei Xu, Ran Ji arXiv_CL arXiv_CL  Transformer  Embedding  Action  Relation  Attention  PDF
• 2021-12-24 Distinguishing Transformative from Incremental Clinical Evidence: A Classifier of Clinical Research using Textual features from Abstracts and Citing Sentences    Xuanyu Shi, Jian Du arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-24 Spoiler in a Textstack: How Much Can Transformers Help?    Anna Wróblewska, Paweł Rzepiński, Sylwia Sysko-Romańczuk arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Review  Deep_Learning  Detection  GAN  PDF
• 2021-12-23 Measuring Attribution in Natural Language Generation Models    Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, Michael Collins, Dipanjan Das, Slav Petrov, Gaurav Singh Tomar, Iulia Turc, David Reitter arXiv_CL arXiv_CL  Summarization  QA  PDF
• 2021-12-23 ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation    Shuohuan Wang, Yu Sun, Yang Xiang, Zhihua Wu, Siyu Ding, Weibao Gong, Shikun Feng, Junyuan Shang, Yanbin Zhao, Chao Pang, Jiaxiang Liu, Xuyi Chen, Yuxiang Lu, Weixin Liu, Xi Wang, Yangfan Bai, Qiuliang Chen, Li Zhao, Shiyong Li, Peng Sun, Dianhai Yu, Yanjun Ma, Hao Tian, Hua Wu, Tian Wu, Wei Zeng, Ge Li, Wen Gao, Haifeng Wang arXiv_CL arXiv_CL  Knowledge  Adversarial  Self-Supervised  Pose  Language_Model  PDF
• 2021-12-23 Towards more patient friendly clinical notes through language models and ontologies    Francesco Moramarco, Damir Juric, Aleksandar Savkov, Jack Flann, Maria Lehl, Kristian Boda, Tessa Grafen, Vitalii Zhelezniak, Sunir Gohil, Alex Papadopoulos Korfiatis, Nils Hammerla arXiv_CL arXiv_CL  Medical  Language_Model  PDF
• 2021-12-23 Distilling the Knowledge of Romanian BERTs Using Multiple Teachers    Andrei-Marius Avram, Darius Catrina, Dumitru-Clementin Cercel, Mihai Dascălu, Traian Rebedea, Vasile Păiş, Dan Tufiş arXiv_CL arXiv_CL  Quantization  Transfer_Learning  Recognition  Bert  Knowledge  Speech  Pose  Sentiment  Language_Model  Prediction  PDF
• 2021-12-23 Data Augmentation based Consistency Contrastive Pre-training for Automatic Speech Recognition    Changfeng Gao, Gaofeng Cheng, Yifan Guo, Qingwei Zhao, Pengyuan Zhang arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Contrastive_Learning  Speech_Recognition  PDF
• 2021-12-23 TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language    Quan Duong, Mika Hämäläinen, Khalid Alnajjar arXiv_CL arXiv_CL  Pose  Summarization  PDF
• 2021-12-23 More Than Words: Towards Better Quality Interpretations of Text Classifiers    Muhammad Bilal Zafar, Philipp Schmidt, Michele Donini, Cédric Archambeau, Felix Biessmann, Sanjiv Ranjan Das, Krishnaram Kenthapadi arXiv_CL arXiv_CL  Face  Classification  Prediction  PDF
• 2021-12-23 TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations    Xin Tian, Xinxian Huang, Dongfeng He, Yingzhan Lin, Siqi Bao, Huang He, Liankai Huang, Qiang Ju, Xiyuan Zhang, Jian Xie, Shuqi Sun, Fan Wang, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-12-23 Sparse-softmax: A Simpler and Faster Alternative Softmax Transformation    Shaoshi Sun, Zhenyuan Zhang, BoCheng Huang, Pengbin Lei, Jianlin Su, Shengfeng Pan, Jiarun Cao arXiv_CL arXiv_CL  Sparse  Classification  PDF
• 2021-12-23 S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation    Chen Liang, Chong Yang, Jing Xu, Juyang Huang, Yongliang Wang, Yang Dong arXiv_CL arXiv_CL  Transformer  Recognition  Pose  Emotion  Action  Relation  Attention  PDF
• 2021-12-23 Traffic event description based on Twitter data using Unsupervised Learning Methods for Indian road conditions    Yasaswi Sri Chandra Gandhi Kilaru, Indrajit Ghosh arXiv_CL arXiv_CL  Embedding  Unsupervised  Sparse  Face  Classification  Prediction  PDF
• 2021-12-23 Do Multi-Lingual Pre-trained Language Models Reveal Consistent Token Attributions in Different Languages?    Junxiang Wang, Xuchao Zhang, Bo Zong, Yanchi Liu, Wei Cheng, Jingchao Ni, Haifeng Chen, Liang Zhao arXiv_CL arXiv_CL  Pose  Language_Model  PDF
• 2021-12-23 Making sense of electrical vehicle discussions using sentiment analysis on closely related news and user comments    Josh Everts, Xuan Jiang arXiv_CL arXiv_CL  Unsupervised  Review  Sentiment  PDF
• 2021-12-23 Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems    Michael Sun, Kaili Huang, Mehrad Moradshahi arXiv_CL arXiv_CL  Tracking  Action  Few-Shot  Language_Model  PDF
• 2021-12-22 Evolution and trade-off dynamics of functional load    Erich Round, Rikker Dockum, Robin J. Ryder arXiv_CL arXiv_CL  Detection  Relation  GAN  PDF
• 2021-12-22 VoiceMoji: A Novel On-Device Pipeline for Seamless Emoji Insertion in Dictation    Sumit Kumar, Harichandana B S S, Himanshu Arora arXiv_CL arXiv_CL  Recognition  RNN  Knowledge  Speech  Pose  Emotion  Attention  Speech_Recognition  Prediction  PDF
• 2021-12-22 Adaptive Beam Search to Enhance On-device Abstractive Summarization    Harichandana B S S, Sumit Kumar arXiv_CL arXiv_CL  Bert  Knowledge  Review  Pose  Summarization  PDF
• 2021-12-22 Quantifying Gender Biases Towards Politicians on Reddit    Sara Marjanovic, Karolina Stańczak, Isabelle Augenstein arXiv_CL arXiv_CL  Face  Detection  Relation  Sentiment  PDF
• 2021-12-22 Toward Educator-focused Automated Scoring Systems for Reading and Writing    Mike Hardy arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Classification  Attention  PDF
• 2021-12-22 Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding    Xiao Xu, Libo Qin, Kaiji Chen, Guoxing Wu, Linlin Li, Wanxiang Che arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Detection  PDF
• 2021-12-22 CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language Models    Jörg Frohberg, Frank Binder arXiv_CL arXiv_CL  Pose  Language_Model  PDF
• 2021-12-22 STEREO: Scientific Text Reuse in Open Access Publications    Lukas Gienapp, Wolfgang Kircheis, Bjarne Sievers, Benno Stein, Martin Potthast arXiv_CL arXiv_CL  Salient  Quantitative  PDF
• 2021-12-22 The Importance of the Current Input in Sequence Modeling    Christian Oliva, Luis F. Lago-Fernández arXiv_CL arXiv_CL  RNN  Deep_Learning  Language_Model  Prediction  PDF
• 2021-12-22 On Theoretical Complexity and Boolean Satisfiability    Mohamed Ghanem, Dauod Siniora arXiv_CL arXiv_CL  Relation  PDF
• 2021-12-22 A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition    Changxing Wu, Liuwen Cao, Yubin Ge, Yang Liu, Min Zhang, Jinsong Su arXiv_CL arXiv_CL  Embedding  Recognition  Pose  Relation  Prediction  PDF
• 2021-12-22 Semantics-Recovering Decompilation through Neural Machine Translation    Ruigang Liang, Ying Cao, Peiwei Hu, Jinwen He, Kai Chen arXiv_CL arXiv_CL  Pose  Survey  NMT  PDF
• 2021-12-22 How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness?    Xinhsuai Dong, Luu Anh Tuan, Min Lin, Shuicheng Yan, Hanwang Zhang arXiv_CL arXiv_CL  Bert  Adversarial  Pose  Sentiment  Inference  Language_Model  PDF
• 2021-12-22 Consistency and Coherence from Points of Contextual Similarity    Oleg Vasilyev, John Bohannon arXiv_CL arXiv_CL  Bert  Pose  Relation  Summarization  PDF
• 2021-12-21 Voice Quality and Pitch Features in Transformer-Based Speech Recognition    Guillermo Cámbara, Jordi Luque, Mireia Farrús arXiv_CL arXiv_CL  Transformer  Recognition  Knowledge  Speech  Pose  Attention  Speech_Recognition  CNN  PDF
• 2021-12-21 Supervised Graph Contrastive Pretraining for Text Classification    Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Zero-Shot  Text_Classification  Knowledge  Pose  Contrastive_Learning  Classification  PDF
• 2021-12-21 Morphological classifiers    É. O. Rodrigues, A. Conci, P. Liatsis arXiv_CL arXiv_CL  Pose  Classification  PDF
• 2021-12-21 A Survey on Using Gaze Behaviour for Natural Language Processing    Sandeep Mathias, Diptesh Kanojia, Abhijit Mishra, Pushpak Bhattacharyya arXiv_CL arXiv_CL  Tracking  Survey  PDF
• 2021-12-21 Multimodal Entity Tagging with Multimodal Knowledge Base    Hao Peng, Hang Li, Lei Hou, Juanzi Li, Chao Qiao arXiv_CL arXiv_CL  Knowledge  Pose  PDF
• 2021-12-21 An ASP-based Approach to Answering Natural Language Questions for Texts    Dhruva Pendharkar, Kinjal Basu, Farhad Shakerin, Gopal Gupta arXiv_CL arXiv_CL  Knowledge  Pose  GAN  Summarization  PDF
• 2021-12-21 Contrast and Generation Make BART a Good Dialogue Emotion Recognizer    Shimin Li, Hang Yan, Xipeng Qiu arXiv_CL arXiv_CL  Recognition  Pose  Emotion  Contrastive_Learning  Relation  Sentiment  PDF
• 2021-12-21 An Inference Approach To Question Answering Over Knowledge Graphs    Aayushee Gupta, K.M. Annervaz, Ambedkar Dukkipati, Shubhashis Sengupta arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Deep_Learning  Inference  QA  PDF
• 2021-12-21 Predicting Job Titles from Job Descriptions with Multi-label Text Classification    Hieu Trung Tran, Hanh Hong Phuc Vo, Son T. Luu arXiv_CL arXiv_CL  Bert  Text_Classification  RNN  Pose  Classification  Language_Model  Prediction  PDF
• 2021-12-21 On Cross-Lingual Retrieval with Multilingual Text Encoders    Robert Litschko, Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš arXiv_CL arXiv_CL  Transformer  Unsupervised  Zero-Shot  Matching  PDF
• 2021-12-21 Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement    Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu arXiv_CL arXiv_CL  Recognition  Regularization  Speech  Pose  Speech_Recognition  PDF
• 2021-12-20 Learning Semi-Structured Representations of Radiology Reports    Tamara Katic, Martin Pavlovski, Danijela Sekulic, Slobodan Vucetic arXiv_CL arXiv_CL  Pose  Quantitative  Medical  Matching  PDF
• 2021-12-20 Training dataset and dictionary sizes matter in BERT models: the case of Baltic languages    Matej Ulčar, Marko Robnik-Šikonja arXiv_CL arXiv_CL  Recognition  Bert  Speech  Language_Model  PDF
• 2021-12-20 Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP    Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky, Colin Raffel, Manan Dey, Matthias Gallé, Arun Raja, Chenglei Si, Wilson Y. Lee, Benoît Sagot, Samson Tan arXiv_CL arXiv_CL  Segmentation  Pose  Survey  Inference  PDF
• 2021-12-20 May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation    Sanghyuk Choi, Jeong-in Hwang, Hyungjong Noh, Yeonsoo Lee arXiv_CL arXiv_CL  Pose  Summarization  Text_Generation  PDF
• 2021-12-20 Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims    Qiang Sheng, Juan Cao, Xueyao Zhang, Xirong Li, Lei Zhong arXiv_CL arXiv_CL  Transformer  Pose  Detection  Matching  PDF
• 2021-12-20 English-to-Chinese Transliteration with Phonetic Back-transliteration    Shi Cheng, Zhuofei Ding, Songpeng Yan arXiv_CL arXiv_CL  Pose  Deep_Learning  PDF
• 2021-12-19 Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching    Chia-Yu Li, Ngoc Thang Vu arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-12-19 Multi-turn RNN-T for streaming recognition of multi-party speech    Ilya Sklyar, Anna Piunova, Xianrui Zheng, Yulan Liu arXiv_CL arXiv_CL  Segmentation  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2021-12-19 LUC at ComMA-2021 Shared Task: Multilingual Gender Biased and Communal Language Identification without using linguistic features    Rodrigo Cuéllar-Hidalgo, Julio de Jesús Guerrero-Zambrano, Dominic Forest, Gerardo Reyes-Salgado, Juan-Manuel Torres-Moreno arXiv_CL arXiv_CL  PDF
• 2021-12-19 Early Detection of Security-Relevant Bug Reports using Machine Learning: How Far Are We?    Arthur D. Sawadogo, Quentin Guimard, Tegawendé F. Bissyandé, Abdoul Kader Kaboré, Jacques Klein, Naouel Moha arXiv_CL arXiv_CL  Pose  Detection  PDF
• 2021-12-19 Investigation of Densely Connected Convolutional Networks with Domain Adversarial Learning for Noise Robust Speech Recognition    Chia Yu Li, Ngoc Thang Vu arXiv_CL arXiv_CL  Recognition  Adversarial  Speech  Speech_Recognition  CNN  PDF
• 2021-12-19 Unified Named Entity Recognition as Word-Word Relation Classification    Jingye Li, Hao Fei, Jiang Liu, Shengqiong Wu, Meishan Zhang, Chong Teng, Donghong Ji, Fei Li arXiv_CL arXiv_CL  Recognition  Pose  Classification  Relation  PDF
• 2021-12-19 Data Augmentation for Mental Health Classification on Social Media    Gunjan Ansari, Muskan Garg, Chandni Saxena arXiv_CL arXiv_CL  Bert  Classification  PDF
• 2021-12-18 Word Graph Guided Summarization for Radiology Findings    Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang arXiv_CL arXiv_CL  Salient  Pose  Relation  Summarization  Medical  PDF
• 2021-12-18 Assessing Post-editing Effort in the English-Hindi Direction    Arafat Ahsan, Vandan Mujadia, Dipti Misra Sharma arXiv_CL arXiv_CL  PDF
• 2021-12-17 Can we Fix the Scope for Coreference? Problems and Solutions for Benchmarks beyond OntoNotes    Amir Zeldes arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-17 Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations    Siddhant Arora, Danish Pruthi, Norman Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig arXiv_CL arXiv_CL  Bert  Review  Adversarial  Pose  Detection  Prediction  PDF
• 2021-12-17 Reasoning Chain Based Adversarial Attack for Multi-hop Question Answering    Jiayu Ding (1), Siyuan Wang (1), Qin Chen (2), Zhongyu Wei (1) ((1) Fudan University, (2) East China Normal University) arXiv_CL arXiv_CL  Adversarial  Pose  Face  Inference  Prediction  QA  PDF
• 2021-12-17 Sublinear Time Approximation of Text Similarity Matrices    Archan Ray, Nicholas Monath, Andrew McCallum, Cameron Musco arXiv_CL arXiv_CL  Transformer  Classification  PDF
• 2021-12-17 Sparsifying Sparse Representations for Passage Retrieval by Top-$k$ Masking    Jheng-Hong Yang, Xueguang Ma, Jimmy Lin arXiv_CL arXiv_CL  Sparse  Represenation_Learning  PDF
• 2021-12-17 NILC-Metrix: assessing the complexity of written and spoken language in Brazilian Portuguese    Sidney Evaldo Leal, Magali Sanches Duran, Carolina Evaristo Scarton, Nathan Siegle Hartmann, Sandra Maria Aluísio arXiv_CL arXiv_CL  Pose  GAN  Prediction  PDF
• 2021-12-17 Transcribing Natural Languages for The Deaf via Neural Editing Programs    Dongxu Li, Chenchen Xu, Liu Liu, Yiran Zhong, Rong Wang, Lars Petersson, Hongdong Li arXiv_CL arXiv_CL  Action  Language_Model  PDF
• 2021-12-17 An ensemble deep learning technique for detecting suicidal ideation from posts in social media platforms    Shini Renjith, Annie Abraham, Surya B.Jyothi, Lekshmi Chandran, Jincy Thomson arXiv_CL arXiv_CL  RNN  Pose  Emotion  Action  Classification  Deep_Learning  Detection  Attention  PDF
• 2021-12-17 Topic-Aware Encoding for Extractive Summarization    Mingyang Song, Liping Jing arXiv_CL arXiv_CL  Represenation_Learning  Pose  Attention  Summarization  PDF
• 2021-12-17 Challenge Dataset of Cognates and False Friend Pairs from Indian Languages    Diptesh Kanojia, Pushpak Bhattacharyya, Malhar Kulkarni, Gholamreza Haffari arXiv_CL arXiv_CL  Pose  Detection  PDF
• 2021-12-17 Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-stage Span Labeling    Duc-Vu Nguyen, Linh-Bao Vo, Ngoc-Linh Tran, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen arXiv_CL arXiv_CL  Segmentation  Bert  Speech  Pose  Deep_Learning  PDF
• 2021-12-17 A Multimodal Approach for Automatic Mania Assessment in Bipolar Disorder    Pınar Baki arXiv_CL arXiv_CL  Quantitative  PDF
• 2021-12-17 Continual Learning for Monolingual End-to-End Automatic Speech Recognition    Steven Vander Eeckt, Hugo Van hamme arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Speech_Recognition  PDF
• 2021-12-17 Expedition: A System for the Unsupervised Learning of a Hierarchy of Concepts    Omid Madani arXiv_CL arXiv_CL  Segmentation  Unsupervised  Self-Supervised  Inference  Prediction  PDF
• 2021-12-17 KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling    Yun-Cheng Wang, Xiou Ge, Bin Wang, C.-C. Jay Kuo arXiv_CL arXiv_CL  Optimization  Knowledge  Knowledge_Graph  Classification  Relation  Prediction  PDF
• 2021-12-16 Automatically Identifying Semantic Bias in Crowdsourced Natural Language Inference Datasets    Michael Saxon, Xinyi Wang, William Yang Wang arXiv_CL arXiv_CL  Embedding  Unsupervised  Relation  Inference  PDF
• 2021-12-16 Learning Bounded Context-Free-Grammar via LSTM and the Transformer:Difference and Explanations    Hui Shi, Sicun Gao, Yuandong Tian, Xinyun Chen, Jishen Zhao arXiv_CL arXiv_CL  Transformer  RNN  Pose  PDF
• 2021-12-16 Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants    Max Bartolo, Tristan Thrush, Sebastian Riedel, Pontus Stenetorp, Robin Jia, Douwe Kiela arXiv_CL arXiv_CL  Adversarial  QA  PDF
• 2021-12-16 Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability    Kyle Richardson, Ashish Sabharwal arXiv_CL arXiv_CL  Transformer  Pose  PDF
• 2021-12-16 Khmer Word Search: Challenges, Solutions, and Semantic-Aware Search    Rina Buoy, Nguonly Taing, Sovisal Chenda arXiv_CL arXiv_CL  Embedding  Pose  Relation  PDF
• 2021-12-16 Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling    Ilia Kulikov, Maksim Eremeev, Kyunghyun Cho arXiv_CL arXiv_CL  Regularization  Pose  PDF
• 2021-12-16 Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring    Prasanna Parasurama, João Sedoc arXiv_CL arXiv_CL  Transformer  Embedding  Relation  PDF
• 2021-12-16 Ditch the Gold Standard: Re-evaluating Conversational Question Answering    Huihan Li, Tianyu Gao, Manan Goenka, Danqi Chen arXiv_CL arXiv_CL  Pose  QA  PDF
• 2021-12-16 Simple Questions Generate Named Entity Recognition Datasets    Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang arXiv_CL arXiv_CL  Recognition  Weakly_Supervised  Knowledge  Few-Shot  PDF
• 2021-12-16 CrossSum: Beyond English-Centric Cross-Lingual Abstractive Text Summarization for 1500+ Language Pairs    Tahmid Hasan, Abhik Bhattacharjee, Wasi Uddin Ahmad, Yuan-Fang Li, Yong-Bin Kang, Rifat Shahriyar arXiv_CL arXiv_CL  Knowledge  Pose  Summarization  PDF
• 2021-12-16 UniREx: A Unified Learning Framework for Language Model Rationale Extraction    Aaron Chan, Maziar Sanjabi, Lambert Mathias, Liang Tan, Shaoliang Nie, Xiaochang Peng, Xiang Ren, Hamed Firooz arXiv_CL arXiv_CL  Text_Classification  Pose  Action  Classification  Language_Model  Prediction  PDF
• 2021-12-16 Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages    Diptesh Kanojia, Raj Dabre, Shubham Dewangan, Pushpak Bhattacharyya, Gholamreza Haffari, Malhar Kulkarni arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  NMT  Detection  PDF
• 2021-12-16 ATM: An Uncertainty-aware Active Self-training Framework for Label-efficient Text Classification    Yue Yu, Lingkai Kong, Jieyu Zhang, Rongzhi Zhang, Chao Zhang arXiv_CL arXiv_CL  Text_Classification  Pose  Classification  Language_Model  Prediction  PDF
• 2021-12-16 Efficient Hierarchical Domain Adaptation for Pretrained Language Models    Alexandra Chronopoulou, Matthew E. Peters, Jesse Dodge arXiv_CL arXiv_CL  Action  Inference  Language_Model  PDF
• 2021-12-16 Self-Supervised Learning for speech recognition with Intermediate layer supervision    Chengyi Wang, Yu Wu, Sanyuan Chen, Shujie Liu, Jinyu Li, Yao Qian, Zhenglu Yang arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Pose  Relation  Speech_Recognition  Language_Model  PDF
• 2021-12-16 {delta}-SAM: Sharpness-Aware Minimization with Dynamic Reweighting    Wenxuan Zhou, Muhao Chen arXiv_CL arXiv_CL  Adversarial  Pose  PDF
• 2021-12-16 A Proposition-Level Clustering Approach for Multi-Document Summarization    Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan arXiv_CL arXiv_CL  Salient  Summarization  PDF
• 2021-12-16 CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain    Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow arXiv_CL arXiv_CL  Transformer  Pose  Face  Action  Language_Model  PDF
• 2021-12-16 NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics    Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai, Daniel Khashabi, Ronan Le Bras, Lianhui Qin, Youngjae Yu, Rowan Zellers, Noah A. Smith, Yejin Choi arXiv_CL arXiv_CL  Zero-Shot  Pose  Action  Few-Shot  Text_Generation  Language_Model  PDF
• 2021-12-16 Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems    Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-12-16 CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning    Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir Radev arXiv_CL arXiv_CL  Pose  Summarization  PDF
• 2021-12-16 DOCmT5: Document-Level Pretraining of Multilingual Language Models    Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson arXiv_CL arXiv_CL  Pose  Summarization  Language_Model  PDF
• 2021-12-16 Few-Shot Semantic Parsing with Language Models Trained On Code    Richard Shin, Benjamin Van Durme arXiv_CL arXiv_CL  Few-Shot  Language_Model  PDF
• 2021-12-16 Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks    Akari Asai, Matt Gardner, Hannaneh Hajishirzi arXiv_CL arXiv_CL  Knowledge  PDF
• 2021-12-16 IsometricMT: Neural Machine Translation for Automatic Dubbing    Surafel M. Lakew, Yogesh Virkar, Prashant Mathur, Marcello Federico arXiv_CL arXiv_CL  Transformer  Speech  NMT  PDF
• 2021-12-16 Reframing Human-AI Collaboration for Generating Free-Text Explanations    Sarah Wiegreffe, Jack Hessel, Swabha Swayamdipta, Mark Riedl, Yejin Choi arXiv_CL arXiv_CL  Classification  Few-Shot  Language_Model  PDF
• 2021-12-16 Amortized Noisy Channel Neural Machine Translation    Richard Yuanzhe Pang, He He, Kyunghyun Cho arXiv_CL arXiv_CL  Knowledge  NMT  Inference  PDF
• 2021-12-16 MAVE: A Product Dataset for Multi-source Attribute Value Extraction    Li Yang, Qifan Wang, Zac Yu, Anand Kulkarni, Sumit Sanghai, Bin Shu, Jon Elsas, Bhargav Kanagal arXiv_CL arXiv_CL  Zero-Shot  Pose  Action  Recommendation  PDF
• 2021-12-16 Taming Repetition in Dialogue Generation    Yadong Xi, Jiashu Pu, Xiaoxi Mao arXiv_CL arXiv_CL  Inference  Language_Model  PDF
• 2021-12-16 Reconsidering the Past: Optimizing Hidden States in Language Models    Davis Yoshida, Kevin Gimpel arXiv_CL arXiv_CL  Transformer  Optimization  Few-Shot  Inference  Language_Model  PDF
• 2021-12-16 Extreme Zero-Shot Learning for Extreme Text Classification    Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit Dhillon arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Text_Classification  Regularization  Self-Supervised  Pose  Face  Classification  Few-Shot  PDF
• 2021-12-16 FRUIT: Faithfully Reflecting Updated Information in Text    Robert L. Logan IV, Alexandre Passos, Sameer Singh, Ming-Wei Chang arXiv_CL arXiv_CL  Knowledge  PDF
• 2021-12-16 Learning To Retrieve Prompts for In-Context Learning    Ohad Rubin, Jonathan Herzig, Jonathan Berant arXiv_CL arXiv_CL  Pose  Language_Model  PDF
• 2021-12-16 Explainable Natural Language Processing with Matrix Product States    Jirawat Tangpanitanon, Chanatip Mangkang, Pradeep Bhadola, Yuichiro Minato, Dimitris Angelakis, Thiparat Chotibut arXiv_CL arXiv_CL  Embedding  RNN  Review  Sentiment  Prediction  PDF
• 2021-12-16 Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context    Daniel Spokoyny, Ivan Lee, Zhao Jin, Taylor Berg-Kirkpatrick arXiv_CL arXiv_CL  Transformer  Bert  Pose  Language_Model  Prediction  PDF
• 2021-12-16 Commonsense Knowledge-Augmented Pretrained Language Models for Causal Reasoning Classification    Pedram Hosseini, David A. Broniatowski, Mona Diab arXiv_CL arXiv_CL  Bert  Knowledge  Knowledge_Graph  Classification  Relation  Language_Model  PDF
• 2021-12-16 KAT: A Knowledge Augmented Transformer for Vision-and-Language    Liangke Gui, Borui Wang, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  VQA  Prediction  QA  PDF
• 2021-12-16 DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models    Hongyu Zhu, Yan Chen, Jing Yan, Jing Liu, Yu Hong, Ying Chen, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL  Adversarial  Pose  Matching  PDF
• 2021-12-16 QuALITY: Question Answering with Long Input Texts, Yes!    Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi, Nikita Nangia, Jason Phang, Angelica Chen, Vishakh Padmakumar, Johnny Ma, Jana Thompson, He He, Samuel R. Bowman arXiv_CL arXiv_CL  QA  PDF
• 2021-12-16 Guiding Neural Story Generation with Reader Models    Xiangyu Peng, Kaige Xie, Amal Alabdulkarim, Harshith Kayam, Samihan Dani, Mark O. Riedl arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Relation  Attention  Language_Model  PDF
• 2021-12-16 Idiomatic Expression Paraphrasing without Strong Supervision    Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat arXiv_CL arXiv_CL  Unsupervised  Weakly_Supervised  Pose  PDF
• 2021-12-16 Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge    Ian Porada, Alessandro Sordoni, Jackie Chi Kit Cheung arXiv_CL arXiv_CL  Transformer  Bert  Knowledge  Face  Inference  Language_Model  PDF
• 2021-12-16 CLICKER: A Computational LInguistics Classification Scheme for Educational Resources    Swapnil Hingmire, Irene Li, Rena Kawamura, Benjamin Chen, Alexander Fabbri, Xiangru Tang, Yixin Liu, Thomas George, Tammy Liao, Wai Pan Wong, Vanessa Yan, Richard Zhou, Girish K. Palshikar, Dragomir Radev arXiv_CL arXiv_CL  Knowledge  Pose  Face  Survey  Classification  Recommendation  PDF
• 2021-12-16 Can Multilinguality benefit Non-autoregressive Machine Translation?    Sweta Agrawal, Julia Kreutzer, Colin Cherry arXiv_CL arXiv_CL  Classification  Inference  PDF
• 2021-12-16 Block-Skim: Efficient Question Answering for Transformer    Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo, Yuhao Zhu arXiv_CL arXiv_CL  Transformer  Bert  Pose  Classification  Attention  Inference  QA  PDF
• 2021-12-16 CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning    Zeqiu Wu, Yi Luan, Hannah Rashkin, David Reitter, Gaurav Singh Tomar arXiv_CL arXiv_CL  Reinforcement_Learning  QA  PDF
• 2021-12-16 A Deep Learning Approach for Ontology Enrichment from Unstructured Text    Lalit Mohan Sanagavarapu, Vivek Iyer, Raghu Reddy arXiv_CL arXiv_CL  RNN  Knowledge  Pose  Ontology  Face  Action  Deep_Learning  Detection  PDF
• 2021-12-16 Neural Content Extraction for Poster Generation of Scientific Papers    Sheng Xu, Xiaojun Wan arXiv_CL arXiv_CL  Pose  Action  Summarization  PDF
• 2021-12-16 Prosody-Aware Neural Machine Translation for Dubbing    Derek Tam, Surafel M. Lakew, Yogesh Virkar, Prashant Mathur, Marcello Federico arXiv_CL arXiv_CL  Speech  Pose  PDF
• 2021-12-16 Learning Rich Representation of Keyphrases from Text    Mayank Kulkarni, Debanjan Mahata, Ravneet Arora, Rajarshi Bhowmik arXiv_CL arXiv_CL  Transformer  Recognition  Action  Relation  Relation_Extraction  Summarization  Language_Model  QA  PDF
• 2021-12-16 QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization    Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong arXiv_CL arXiv_CL  Pose  Quantitative  Classification  Summarization  QA  PDF
• 2021-12-16 Trees in transformers: a theoretical analysis of the Transformer's ability to represent trees    Qi He, João Sedoc, Jordan Rodu arXiv_CL arXiv_CL  Transformer  PDF
• 2021-12-15 Penn-Helsinki Parsed Corpus of Early Modern English: First Parsing Results and Analysis    Seth Kulick, Neville Ryant, Beatrice Santorini arXiv_CL arXiv_CL  Speech  PDF
• 2021-12-15 DocAMR: Multi-Sentence AMR Representation and Evaluation    Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider arXiv_CL arXiv_CL  Action  PDF
• 2021-12-15 Human Languages with Greater Information Density Increase Communication Speed, but Decrease Conversation Breadth    Pedro Aceves, James A. Evans arXiv_CL arXiv_CL  GAN  PDF
• 2021-12-15 ErAConD : Error Annotated Conversational Dialog Dataset for Grammatical Error Correction    Xun Yuan, Derek Pham, Sam Davidson, Zhou Yu arXiv_CL arXiv_CL  Knowledge  QA  PDF
• 2021-12-15 Applying SoftTriple Loss for Supervised Language Model Fine Tuning    Witold Sosnowski, Anna Wroblewska, Piotr Gawrysiak arXiv_CL arXiv_CL  Bert  Knowledge  Classification  Language_Model  PDF
• 2021-12-15 Design Challenges for a Multi-Perspective Search Engine    Sihao Chen, Siyi Liu, Xander Uyttendaele, Yi Zhang, William Bruno, Dan Roth arXiv_CL arXiv_CL  Survey  PDF
• 2021-12-15 Database Search Results Disambiguation for Task-Oriented Dialog Systems    Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-15 PROMPT WAYWARDNESS: The Curious Case of Discretized Interpretation of Continuous Prompts    Daniel Khashabi, Shane Lyu, Sewon Min, Lianhui Qin, Kyle Richardson, Sameer Singh, Sean Welleck, Hannaneh Hajishirzi, Tushar Khot, Ashish Sabharwal, Yejin Choi arXiv_CL arXiv_CL  Language_Model  PDF
• 2021-12-15 Simple Text Detoxification by Identifying a Linear Toxic Subspace in Language Model Embeddings    Andrew Wang, Mohit Sudhakar, Yangfeng Ji arXiv_CL arXiv_CL  Embedding  Pose  Language_Model  PDF
• 2021-12-15 DG2: Data Augmentation Through Document Grounded Dialogue Generation    Qingyang Wu, Song Feng, Derek Chen, Sachindra Joshi, Luis A. Lastras, Zhou Yu arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-15 GenIE: Generative Information Extraction    Martin Josifoski, Nicola De Cao, Maxime Peyrard, Robert West arXiv_CL arXiv_CL  Transformer  Knowledge  Action  Relation  PDF
• 2021-12-15 AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All    Lei Zuo, Kun Qian, Bowen Yang, Zhou Yu arXiv_CL arXiv_CL  PDF
• 2021-12-15 Evaluating Pretrained Transformer Models for Entity Linking in Task-Oriented Dialog    Sai Muralidhar Jayanthi, Varsha Embar, Karthik Raghunathan arXiv_CL arXiv_CL  Transformer  Unsupervised  Prediction  PDF
• 2021-12-15 Is 'my favorite new movie' my favorite movie? Probing the Understanding of Recursive Noun Phrases    Qing Lyu, Hua Zheng, Daoxin Li, Li Zhang, Marianna Apidianaki, Chris Callison-Burch arXiv_CL arXiv_CL  Transformer  Zero-Shot  Knowledge  Detection  Language_Model  PDF
• 2021-12-15 CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance    Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami arXiv_CL arXiv_CL  Tracking  Classification  Language_Model  PDF
• 2021-12-15 Measure and Improve Robustness in NLP Models: A Survey    Xuezhi Wang, Haohan Wang, Diyi Yang arXiv_CL arXiv_CL  Survey  PDF
• 2021-12-15 Decomposing Natural Logic Inferences in Neural NLI    Julia Rozanova, Deborah Ferreira, Marco Valentino, Mokanrarangan Thayaparan, Andre Freitas arXiv_CL arXiv_CL  Embedding  Inference  PDF
• 2021-12-15 Improving both domain robustness and domain adaptability in machine translation    Wen Lai, Jindřich Libovický, Alexander Fraser arXiv_CL arXiv_CL  PDF
• 2021-12-15 KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation    Xin Liu, Dayiheng Liu, Baosong Yang, Haibo Zhang, Junwei Ding, Wenqing Yao, Weihua Luo, Haiying Zhang, Jinsong Su arXiv_CL arXiv_CL  Knowledge  Pose  Attention  PDF
• 2021-12-15 One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots    Juan Camilo Vasquez-Correa, Juan Carlos Guerrero-Sierra, Jose Luis Pemberty-Tamayo, Juan Esteban Jaramillo, Andres Felipe Tejada-Castro arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Recognition  Bert  RNN  Pose  Classification  CNN  Language_Model  QA  PDF
• 2021-12-15 Lesan -- Machine Translation for Low Resource Languages    Asmelash Teka Hadgu, Abel Aregawi, Adam Beaudoin arXiv_CL arXiv_CL  Transformer  OCR  PDF
• 2021-12-15 One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks    Manuel Senge, Timour Igamberdiev, Ivan Habernal arXiv_CL arXiv_CL  Gradient_Descent  PDF
• 2021-12-15 Faster Nearest Neighbor Machine Translation    Shuhe Wang, Jiwei Li, Yuxian Meng, Rongbin Ouyang, Guoyin Wang, Xiaoya Li, Tianwei Zhang, Shi Zong arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-15 Mask-combine Decoding and Classification Approach for Punctuation Prediction with real-time Inference Constraints    Christoph Minixhofer, Ondřej Klejch, Peter Bell arXiv_CL arXiv_CL  Classification  Inference  Prediction  PDF
• 2021-12-15 Dynamic Human Evaluation for Relative Model Comparisons    Thórhildur Thorleiksdóttir, Cedric Renggli, Nora Hollenstein, Ce Zhang arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-15 Named entity recognition architecture combining contextual and global features    Tran Thi Hong Hanh, Antoine Doucet, Nicolas Sidere, Jose G. Moreno, Senja Pollak arXiv_CL arXiv_CL  Recognition  Pose  Action  Relation  GAN  PDF
• 2021-12-15 Solving the Data Sparsity Problem in Predicting the Success of the Startups with Machine Learning Methods    Dafei Yin, Jing Li, Gaosheng Wu arXiv_CL arXiv_CL  Prediction  PDF
• 2021-12-15 The exploitation of Multiple Feature Extraction Techniques for Speaker Identification in Emotional States under Disguised Voices    Noor Ahmad Al Hindawi, Ismail Shahin, Ali Bou Nassif arXiv_CL arXiv_CL  Emotion  Action  PDF
• 2021-12-15 Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation    Yu Li, Baolin Peng, Yelong Shen, Yi Mao, Lars Liden, Zhou Yu, Jianfeng Gao arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Few-Shot  Language_Model  PDF
• 2021-12-15 LongT5: Efficient Text-To-Text Transformer for Long Sequences    Mandy Guo, Joshua Ainslie, David Uthus, Santiago Ontanon, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang arXiv_CL arXiv_CL  Transformer  Attention  Summarization  PDF
• 2021-12-15 Large Dual Encoders Are Generalizable Retrievers    Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang arXiv_CL arXiv_CL  Embedding  Bert  Sparse  PDF
• 2021-12-15 Event Linking: Grounding Event Mentions to Wikipedia    Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth arXiv_CL arXiv_CL  Knowledge  Pose  PDF
• 2021-12-15 Knowledge-Rich Self-Supervised Entity Linking    Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Self-Supervised  Ontology  Contrastive_Learning  Face  Classification  Few-Shot  Medical  Inference  PDF
• 2021-12-15 Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains    Jaromir Savelka, Hannes Westermann, Karim Benyekhlef, Charlotte S. Alexander, Jayla C. Grant, David Restrepo Amariles, Rajaa El Hamdani, Sébastien Meeùs, Michał Araszkiewicz, Kevin D. Ashley, Alexandra Ashley, Karl Branting, Mattia Falduti, Matthias Grabmair, Jakub Harašta, Tereza Novotná, Elizabeth Tippett, Shiwanni Johnson arXiv_CL arXiv_CL  Segmentation  Embedding  PDF
• 2021-12-15 Learning to Transpile AMR into SPARQL    Mihaela Bornea, Ramon Fernandez Astudillo, Tahira Naseem, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Pavan Kapanipathi, Radu Florian, Salim Roukos arXiv_CL arXiv_CL  Knowledge  Pose  Action  Relation  Attention  QA  Matching  PDF
• 2021-12-15 Oracle Linguistic Graphs Complement a Pretrained Transformer Language Model: A Cross-formalism Comparison    Jakob Prange, Nathan Schneider, Lingpeng Kong arXiv_CL arXiv_CL  Transformer  Speech  Language_Model  PDF
• 2021-12-15 Tracing Text Provenance via Context-Aware Lexical Substitution    Xi Yang, Jie Zhang, Kejiang Chen, Weiming Zhang, Zehua Ma, Feng Wang, Nenghai Yu arXiv_CL arXiv_CL  Transformer  OCR  Bert  Pose  Language_Model  PDF
• 2021-12-15 Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data    Jaromir Savelka, Hannes Westermann, Karim Benyekhlef arXiv_CL arXiv_CL  Transformer  Knowledge  Language_Model  Prediction  PDF
• 2021-12-15 Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing    Robert Tinn, Hao Cheng, Yu Gu, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon arXiv_CL arXiv_CL  Transfer_Learning  Bert  Medical  Language_Model  PDF
• 2021-12-14 Online anti-Semitism across platforms    Tom De Smedt arXiv_CL arXiv_CL  Detection  PDF
• 2021-12-14 Do Answers to Boolean Questions Need Explanations? Yes    Sara Rosenthal, Mihaela Bornea, Avirup Sil, Radu Florian, Scott McCarley arXiv_CL arXiv_CL  QA  PDF
• 2021-12-14 Boosted Dense Retriever    Patrick Lewis, Barlas Oğuz, Wenhan Xiong, Fabio Petroni, Wen-tau Yih, Sebastian Riedel arXiv_CL arXiv_CL  Quantization  Pose  PDF
• 2021-12-14 How are cities pledging net zero? A computational approach to analyzing subnational climate strategies    Siddharth Sachdeva, Angel Hsu, Ian French, Elwin Lim arXiv_CL arXiv_CL  Action  Quantitative  PDF
• 2021-12-14 Classifying Emails into Human vs Machine Category    Changsung Kang, Hongwei Shang, Jean-Marc Langlois arXiv_CL arXiv_CL  Bert  Pose  Action  Deep_Learning  PDF
• 2021-12-14 Representing Inferences and their Lexicalization    David McDonald, James Pustejovsky arXiv_CL arXiv_CL  Knowledge  Pose  Inference  PDF
• 2021-12-14 Learning to Retrieve Passages without Supervision    Ori Ram, Gal Shachaf, Omer Levy, Jonathan Berant, Amir Globerson arXiv_CL arXiv_CL  Sparse  Self-Supervised  Pose  Contrastive_Learning  QA  PDF
• 2021-12-14 Massive-scale Decoding for Text Generation using Lattices    Jiacheng Xu, Greg Durrett arXiv_CL arXiv_CL  Summarization  Text_Generation  PDF
• 2021-12-14 On the Use of External Data for Spoken Named Entity Recognition    Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu J. Han arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Knowledge  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-12-14 Exploring Neural Models for Query-Focused Summarization    Jesse Vig, Alexander R. Fabbri, Wojciech Kryściński arXiv_CL arXiv_CL  Quantitative  Summarization  PDF
• 2021-12-14 Improving Compositional Generalization with Latent Structure and Data Augmentation    Linlu Qiu, Peter Shaw, Panupong Pasupat, Paweł Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova arXiv_CL arXiv_CL  Knowledge  PDF
• 2021-12-14 Reinforcing Semantic-Symmetry for Document Summarization    Mingyang Song, Liping Jing arXiv_CL arXiv_CL  Reinforcement_Learning  Represenation_Learning  Salient  Pose  Summarization  PDF
• 2021-12-14 GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval    Kexin Wang, Nandan Thakur, Nils Reimers, Iryna Gurevych arXiv_CL arXiv_CL  Unsupervised  Pose  PDF
• 2021-12-14 Scaling Up Query-Focused Summarization to Meet Open-Domain Question Answering    Weijia Zhang, Svitlana Vakulenko, Thilina Rajapakse, Evangelos Kanoulas arXiv_CL arXiv_CL  Pose  Summarization  Text_Generation  PDF
• 2021-12-14 Reinforced Abstractive Summarization with Adaptive Length Controlling    Mingyang Song, Yi Feng, Liping Jing arXiv_CL arXiv_CL  Reinforcement_Learning  Salient  Pose  Action  Summarization  PDF
• 2021-12-14 LMTurk: Few-Shot Learners as Crowdsourcing Workers    Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze arXiv_CL arXiv_CL  Pose  Few-Shot  Language_Model  PDF
• 2021-12-14 Sentiment Dynamics of Success: Fractal Scaling of Story Arcs Predicts Reader Preferences    Yuri Bizzoni, Telma Peura, Mads R. Thomsen, Kristoffer Nielbo arXiv_CL arXiv_CL  Relation  Sentiment  PDF
• 2021-12-14 Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks    Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert arXiv_CL arXiv_CL  Knowledge  Pose  Survey  PDF
• 2021-12-14 Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models    Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt arXiv_CL arXiv_CL  Embedding  Bert  Survey  Relation  Language_Model  PDF
• 2021-12-14 Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection    Vijit Malik, Ayush Kumar, Jithendra Veppa arXiv_CL arXiv_CL  Zero-Shot  Optimization  Pose  Detection  Few-Shot  Inference  PDF
• 2021-12-14 Towards A Reliable Ground-Truth For Biased Language Detection    Timo Spinde, David Krieger, Manuel Plank, Bela Gipp arXiv_CL arXiv_CL  Detection  PDF
• 2021-12-14 Do You Think It's Biased? How To Ask For The Perception Of Media Bias    Timo Spinde, Christina Kreuter, Wolfgang Gaissmaier, Felix Hamborg, Bela Gipp, Helge Giese arXiv_CL arXiv_CL  PDF
• 2021-12-14 TASSY -- A Text Annotation Survey System    Timo Spinde, Kanishka Sinha, Norman Meuschke, Bela Gipp arXiv_CL arXiv_CL  Survey  PDF
• 2021-12-14 Identification of Biased Terms in News Articles by Comparison of Outlet-specific Word Embeddings    Timo Spinde, Lada Rudnitckaia, Felix Hamborg, Bela Gipp arXiv_CL arXiv_CL  Embedding  Knowledge  PDF
• 2021-12-14 Conversational Search with Mixed-Initiative -- Asking Good Clarification Questions backed-up by Passage Retrieval    Yosi Mass, Doron Cohen, Asaf Yehudai, David Konopnicki arXiv_CL arXiv_CL  PDF
• 2021-12-14 TopNet: Learning from Neural Topic Model to Generate Long Stories    Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun arXiv_CL arXiv_CL  Reconstruction  Pose  Text_Generation  PDF
• 2021-12-14 Improving Hybrid CTC/Attention End-to-end Speech Recognition with Pretrained Acoustic and Language Model    Keqi Deng, Songjun Cao, Yike Zhang, Long Ma arXiv_CL arXiv_CL  Transformer  Recognition  Knowledge  Speech  Self-Supervised  Pose  Attention  Speech_Recognition  Inference  Language_Model  PDF
• 2021-12-14 Simple Local Attentions Remain Competitive for Long-Context Tasks    Wenhan Xiong, Barlas Oğuz, Anchit Gupta, Xilun Chen, Diana Liskovich, Omer Levy, Wen-tau Yih, Yashar Mehdad arXiv_CL arXiv_CL  Pose  Attention  QA  PDF
• 2021-12-14 MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation    Chen Zhang, Luis Fernando D'Haro, Thomas Friedrichs, Haizhou Li arXiv_CL arXiv_CL  Knowledge  Relation  QA  PDF
• 2021-12-14 Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models    Jaromir Savelka, Kevin D. Ashley arXiv_CL arXiv_CL  Transformer  Relation  Language_Model  Prediction  PDF
• 2021-12-14 BACON: Deep-Learning Powered AI for Poetry Generation with Author Linguistic Style Transfer    Alejandro Rodriguez Pascual arXiv_CL arXiv_CL  Style_Transfer  Deep_Learning  PDF
• 2021-12-13 Language Models are not Models of Language    Csaba Veres arXiv_CL arXiv_CL  Transfer_Learning  Pose  Deep_Learning  Language_Model  PDF
• 2021-12-13 Framework para Caracterizar Fake News en Terminos de Emociones    Luis Rojas Rubio, Claudio Meneses Villegas arXiv_CL arXiv_CL  Pose  Emotion  Activity  PDF
• 2021-12-13 Event Based Time-Vectors for auditory features extraction: a neuromorphic approach for low power audio recognition    Marco Rasetto, Juan P. Dominguez-Morales, Angel Jimenez-Fernandez, Ryad Benosman arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Action  PDF
• 2021-12-13 GLaM: Efficient Scaling of Language Models with Mixture-of-Experts    Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathy Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V Le, Yonghui Wu, Zhifeng Chen, Claire Cui arXiv_CL arXiv_CL  Zero-Shot  Sparse  Pose  Inference  Language_Model  PDF
• 2021-12-13 A cognitively driven weighted-entropy model for embedding semantic categories in hyperbolic geometry    Eugene Yu Ji arXiv_CL arXiv_CL  Embedding  Unsupervised  Knowledge  Pose  Relation  PDF
• 2021-12-13 Sparse Interventions in Language Models with Differentiable Masking    Nicola De Cao, Leon Schmid, Dieuwke Hupkes, Ivan Titov arXiv_CL arXiv_CL  Sparse  RNN  Regularization  Pose  Detection  Language_Model  PDF
• 2021-12-13 Keyphrase Generation Beyond the Boundaries of Title and Abstract    Krishna Garg, Jishnu Ray Chowdhury, Cornelia Caragea arXiv_CL arXiv_CL  Transformer  Pose  PDF
• 2021-12-13 Step-unrolled Denoising Autoencoders for Text Generation    Nikolay Savinov, Junyoung Chung, Mikolaj Binkowski, Erich Elsen, Aaron van den Oord arXiv_CL arXiv_CL  Pose  Denoising  Text_Generation  Language_Model  PDF
• 2021-12-13 Khmer Text Classification Using Word Embedding and Neural Networks    Rina Buoy, Nguonly Taing, Sovisal Chenda arXiv_CL arXiv_CL  Embedding  Text_Classification  Classification  Sentiment  CNN  PDF
• 2021-12-13 Roof-BERT: Divide Understanding Labour and Join in Work    Wei-Lin Liao, Wei-Yun Ma arXiv_CL arXiv_CL  Bert  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2021-12-13 Context vs Target Word: Quantifying Biases in Lexical Semantic Datasets    Qianchu Liu, Diana McCarthy, Anna Korhonen arXiv_CL arXiv_CL  Bert  Pose  Action  Quantitative  Relation  PDF
• 2021-12-13 Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing    Shailza Jolly, Pepa Atanasova, Isabelle Augenstein arXiv_CL arXiv_CL  Unsupervised  Pose  Summarization  PDF
• 2021-12-13 ANEA: Automated Entity Annotation for German Domain-Specific Texts    Anastasia Zhukova, Felix Hamborg, Bela Gipp arXiv_CL arXiv_CL  Recognition  Pose  GAN  PDF
• 2021-12-13 PM-MMUT: Boosted Phone-mask Data Augmentation using Multi-modeing Unit Training for Robust Uyghur E2E Speech Recognition    Guodong Ma, Pengfei Hu, Nurmemet Yolwas, Shen Huang, Hao Huang arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-12-13 WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models    Benjamin Minixhofer, Fabian Paischer, Navid Rekabsaz arXiv_CL arXiv_CL  Embedding  Bert  Pose  Language_Model  PDF
• 2021-12-13 English2Gbe: A multilingual machine translation model for {Fon/Ewe}Gbe    Gilles Hacheme arXiv_CL arXiv_CL  NMT  PDF
• 2021-12-13 A Study on Token Pruning for ColBERT    Carlos Lassance, Maroua Maachou, Joohee Park, Stéphane Clinchant arXiv_CL arXiv_CL  Bert  Pose  Action  Attention  PDF
• 2021-12-13 Do Data-based Curricula Work?    Maxim K. Surkov, Vladislav D. Mosin, Ivan P. Yamshchikov arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Language_Model  PDF
• 2021-12-13 Automated Evidence Collection for Fake News Detection    Mrinal Rawat, Diptesh Kanojia arXiv_CL arXiv_CL  Pose  Classification  Deep_Learning  Detection  PDF
• 2021-12-13 Native Chinese Reader: A Dataset TowardsNative-Level Chinese Machine ReadingComprehension    Shusheng Xu, Yichen Liu, Xiaoyu Yi, Siyuan Zhou, Huizi Li, Yi Wu arXiv_CL arXiv_CL  PDF
• 2021-12-13 ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition    Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  Pose  Action  Detection  Object_Detection  Attention  Caption  PDF
• 2021-12-13 On the Compression of Natural Language Models    Saeed Damadi arXiv_CL arXiv_CL  Quantization  Sparse  Knowledge  Review  Language_Model  PDF
• 2021-12-13 Predicting User Code-Switching Level from Sociological and Psychological Profiles    Injy Hamed, Alia El Bolock, Nader Rizk, Cornelia Herbert, Slim Abdennadher, Ngoc Thang Vu arXiv_CL arXiv_CL  Relation  PDF
• 2021-12-13 Plurality and Quantification in Graph Representation of Meaning    Yu Cao arXiv_CL arXiv_CL  Face  Relation  PDF
• 2021-12-13 Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification    Yinhua Piao, Sangseon Lee, Dohoon Lee, Sun Kim arXiv_CL arXiv_CL  Optimization  Sparse  Pose  Classification  PDF
• 2021-12-13 Surfer100: Generating Surveys From Web Resources on Wikipedia-style    Irene Li, Alexander Fabbri, Rina Kawamura, Yixin Liu, Xiangru Tang, Jaesung Tae, Chang Shen, Sally Ma, Tomoe Mizutani, Dragomir Radev arXiv_CL arXiv_CL  Knowledge  Survey  Language_Model  PDF
• 2021-12-12 Graph-based hierarchical record clustering for unsupervised entity resolution    Islam Akef Ebeid, John R. Talburt, Md Abdus Salam Siddique arXiv_CL arXiv_CL  Unsupervised  Optimization  PDF
• 2021-12-12 Improving Code-switching Language Modeling with Artificially Generated Texts using Cycle-consistent Adversarial Networks    Chia-Yu Li, Ngoc Thang Vu arXiv_CL arXiv_CL  Recognition  Adversarial  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-12-12 Contextualized Scene Imagination for Generative Commonsense Reasoning    PeiFeng Wang, Jonathan Zamora, Junfeng Liu, Filip Ilievski, Muhao Chen, Xiang Ren arXiv_CL arXiv_CL  Transformer  Knowledge  Knowledge_Graph  Pose  Relation  Text_Generation  Language_Model  PDF
• 2021-12-12 Reading Task Classification Using EEG and Eye-Tracking Data    Nora Hollenstein, Marius Tröndle, Martyna Plomecka, Samuel Kiegeland, Yilmazcan Özyurt, Lena A. Jäger, Nicolas Langer arXiv_CL arXiv_CL  Tracking  Classification  PDF
• 2021-12-12 Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN    Chia-Yu Li, Ngoc Thang Vu arXiv_CL arXiv_CL  Enhancement  Recognition  Speech  Pose  GAN  Speech_Recognition  PDF
• 2021-12-12 Towards More Efficient Insertion Transformer with Fractional Positional Encoding    Zhisong Zhang, Yizhe Zhang, Bill Dolan arXiv_CL arXiv_CL  Transformer  Action  Text_Generation  PDF
• 2021-12-12 Improving Logical-Level Natural Language Generation with Topic-Conditioned Data Augmentation and Logical Form Generation    Ao Liu, Congjian Luo, Naoaki Okazaki arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-12 ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation    Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Xu Yan, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J. Barezi, Pascale Fung arXiv_CL arXiv_CL  Speech  PDF
• 2021-12-12 Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations    Yordan Yordanov, Vid Kocijan, Thomas Lukasiewicz, Oana-Maria Camburu arXiv_CL arXiv_CL  Transfer_Learning  Few-Shot  Inference  PDF
• 2021-12-12 Learning Nigerian accent embeddings from speech: preliminary results based on SautiDB-Naija corpus    Tejumade Afonja, Oladimeji Mudele, Iroro Orife, Kenechi Dukor, Lawrence Francis, Duru Goodness, Oluwafemi Azeez, Ademola Malomo, Clinton Mbataku arXiv_CL arXiv_CL  Embedding  Speech  Classification  PDF
• 2021-12-12 Topic Detection and Tracking with Time-Aware Document Embeddings    Hang Jiang, Doug Beeferman, Weiquan Mao, Deb Roy arXiv_CL arXiv_CL  Embedding  Tracking  Pose  Detection  PDF
• 2021-12-12 Communication-Efficient Federated Learning for Neural Machine Translation    Tanya Roosta, Peyman Passban, Ankit Chadha arXiv_CL arXiv_CL  NMT  PDF
• 2021-12-12 Injecting Numerical Reasoning Skills into Knowledge Base Question Answering Models    Yu Feng, Jing Zhang, Xiaokang Zhang, Lemao Liu, Cuiping Li, Hong Chen arXiv_CL arXiv_CL  Transformer  Embedding  Knowledge  Pose  QA  PDF
• 2021-12-11 Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph    Tong Zhu, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan, Min Zhang arXiv_CL arXiv_CL  Pose  Action  Inference  PDF
• 2021-12-11 Prosody Labelled Dataset for Hindi using Semi-Automated Approach    Esha Banerjee, Atul Kr. Ojha, Girish Nath Jha arXiv_CL arXiv_CL  Speech  Inference  Prediction  PDF
• 2021-12-11 Show and Write: Entity-aware News Generation with Image Information    Zhongping Zhang, Yiwen Gu, Bryan A. Plummer arXiv_CL arXiv_CL  Pose  Quantitative  Caption  Language_Model  PDF
• 2021-12-11 An Empirical Study on Relation Extraction in the Biomedical Domain    Yongkang Li arXiv_CL arXiv_CL  Action  Relation  Relation_Extraction  Medical  PDF
• 2021-12-10 Directed Speech Separation for Automatic Speech Recognition of Long Form Conversational Speech    Rohit Paturi, Sundararajan Srinivasan, Katrin Kirchhoff arXiv_CL arXiv_CL  Embedding  Unsupervised  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-12-10 Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity    Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston arXiv_CL arXiv_CL  PDF
• 2021-12-10 Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems    Manaal Faruqui, Dilek Hakkani-Tür arXiv_CL arXiv_CL  Recognition  Review  Speech  Relation  Attention  Speech_Recognition  PDF
• 2021-12-10 AtteSTNet -- An attention and subword tokenization based approach for code-switched Hindi-English hate speech detection    Vedangi Wagh, Geet Shingi arXiv_CL arXiv_CL  Speech  Pose  Deep_Learning  Detection  Attention  PDF
• 2021-12-10 LSH methods for data deduplication in a Wikipedia artificial dataset    Juan Ciro, Daniel Galvez, Tim Schlippe, David Kanter arXiv_CL arXiv_CL  PDF
• 2021-12-10 Discourse-Aware Prompt Design for Text Generation    Marjan Ghazvininejad, Vladimir Karpukhin, Asli Celikyilmaz arXiv_CL arXiv_CL  Sparse  Salient  Pose  Attention  Text_Generation  Language_Model  PDF
• 2021-12-10 Pruning Pretrained Encoders with a Multitask Objective    Patrick Xia, Richard Shin arXiv_CL arXiv_CL  Language_Model  PDF
• 2021-12-10 Sampling from Discrete Energy-Based Models with Quality/Efficiency Trade-offs    Bryan Eikema, Germán Kruszewski, Hady Elsahar, Marc Dymetman arXiv_CL arXiv_CL  Pose  Deep_Learning  Text_Generation  PDF
• 2021-12-10 Match Your Words! A Study of Lexical Matching in Neural Information Retrieval    Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant arXiv_CL arXiv_CL  Zero-Shot  Pose  Matching  PDF
• 2021-12-10 Analysis and Prediction of NLP Models Via Task Embeddings    Damien Sileo, Marie-Francine Moens arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Zero-Shot  Pose  Inference  Prediction  PDF
• 2021-12-10 Shennong: a Python toolbox for audio speech features extraction    Mathieu Bernard, Maxime Poli, Julien Karadayi, Emmanuel Dupoux arXiv_CL arXiv_CL  Speech  Action  PDF
• 2021-12-10 Sentiment Analysis on Brazilian Portuguese User Reviews    Frederico Souza, João Filho arXiv_CL arXiv_CL  Embedding  Sentiment_Classification  Review  Pose  Classification  Sentiment  PDF
• 2021-12-10 Improving the Question Answering Quality using Answer Candidate Filtering based on Natural-Language Features    Aleksandr Gashkov, Aleksandr Perevalov, Maria Eltsova, Andreas Both arXiv_CL arXiv_CL  Face  QA  PDF
• 2021-12-10 Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences    Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji, Yun Yang arXiv_CL arXiv_CL  Transformer  Sketch  Pose  Attention  PDF
• 2021-12-10 Findings on Conversation Disentanglement    Rongxin Zhu, Jey Han Lau, Jianzhong Qi arXiv_CL arXiv_CL  Transformer  Bert  Classification  Summarization  PDF
• 2021-12-09 Spinning Language Models for Propaganda-As-A-Service    Eugene Bagdasaryan, Vitaly Shmatikov arXiv_CL arXiv_CL  Embedding  Adversarial  Pose  Sentiment  GAN  Summarization  Language_Model  PDF
• 2021-12-09 Compositional Generalization for Natural Language Interfaces to Web APIs    Saghar Hosseini, Ahmed Hassan Awadallah, Yu Su arXiv_CL arXiv_CL  Pose  Face  Inference  PDF
• 2021-12-09 Self-Supervised Bot Play for Conversational Recommendation with Justifications    Shuyang Li, Bodhisattwa Prasad Majumder, Julian McAuley arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Action  Recommendation  PDF
• 2021-12-09 Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving    Lei Ding, Dengdeng Yu, Jinhan Xie, Wenxing Guo, Shenggang Hu, Meichen Liu, Linglong Kong, Hongsheng Dai, Yanchun Bao, Bei Jiang arXiv_CL arXiv_CL  Embedding  Pose  Inference  PDF
• 2021-12-09 Transferring BERT-like Transformers' Knowledge for Authorship Verification    Andrei Manolache, Florin Brad, Elena Burceanu, Antonio Barbalau, Radu Ionescu, Marius Popescu arXiv_CL arXiv_CL  Transformer  Bert  Knowledge  Pose  PDF
• 2021-12-09 Opinion Extraction as A Structured Sentiment Analysis using Transformers    Yucheng Liu, Tian Zhu arXiv_CL arXiv_CL  Transformer  Recognition  Action  Relation  Sentiment  PDF
• 2021-12-09 Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF    Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu arXiv_CL arXiv_CL  Embedding  Pose  Classification  Few-Shot  PDF
• 2021-12-09 How Universal is Genre in Universal Dependencies?    Max Müller-Eberstein, Rob van der Goot, Barbara Plank arXiv_CL arXiv_CL  Pose  PDF
• 2021-12-09 A Simple but Effective Bidirectional Extraction Framework for Relational Triple Extraction    Feiliang Ren, Longhui Zhang, Xiaofeng Zhao, Shujuan Yin, Shilei Liu, Bochao Li arXiv_CL arXiv_CL  Pose  Action  Relation  Attention  PDF
• 2021-12-09 Semantic Search as Extractive Paraphrase Span Detection    Jenna Kanerva, Hanna Kitti, Li-Hsin Chang, Teemu Vahtola, Mathias Creutz, Filip Ginter arXiv_CL arXiv_CL  Embedding  Bert  Detection  PDF
• 2021-12-09 Nice perfume. How long did you marinate in it? Multimodal Sarcasm Explanation    Poorav Desai, Tanmoy Chakraborty, Md Shad Akhtar arXiv_CL arXiv_CL  Transformer  Pose  Classification  Attention  Caption  Prediction  PDF
• 2021-12-09 Multimodal Fake News Detection    Santiago Alonso-Bartolome, Isabel Segura-Bedmar arXiv_CL arXiv_CL  Transformer  Bert  Classification  Detection  CNN  PDF
• 2021-12-09 Combining Textual Features for the Detection of Hateful and Offensive Language    Sherzod Hakimov, Ralph Ewerth arXiv_CL arXiv_CL  Embedding  Pose  Detection  PDF
• 2021-12-09 Detecting Potentially Harmful and Protective Suicide-related Content on Twitter: A Machine Learning Approach    Hannah Metzler, Hubert Baginski, Thomas Niederkrotenthaler, David Garcia arXiv_CL arXiv_CL  Bert  Action  Classification  Deep_Learning  PDF
• 2021-12-09 Are E2E ASR models ready for an industrial usage?    Valentin Vielzeuf, Grigory Antipov arXiv_CL arXiv_CL  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2021-12-09 Towards Neural Functional Program Evaluation    Torsten Scholak, Jonathan Pilault, Joey Velez-Ginorio arXiv_CL arXiv_CL  Transformer  Language_Model  PDF
• 2021-12-08 Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation    Jiaying Gong, Hoda Eldardiry arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Classification  Relation  PDF
• 2021-12-08 Improving language models by retrieving from trillions of tokens    Sebastian Borgeaud, Arthur Mensch, Jordan Hoffmann, Trevor Cai, Eliza Rutherford, Katie Millican, George van den Driessche, Jean-Baptiste Lespiau, Bogdan Damoc, Aidan Clark, Diego de Las Casas, Aurelia Guy, Jacob Menick, Roman Ring, Tom Hennigan, Saffron Huang, Loren Maggiore, Chris Jones, Albin Cassirer, Andy Brock, Michela Paganini, Geoffrey Irving, Oriol Vinyals, Simon Osindero, Karen Simonyan, Jack W. Rae, Erich Elsen, Laurent Sifre arXiv_CL arXiv_CL  Transformer  Bert  Knowledge  Attention  Language_Model  PDF
• 2021-12-08 Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs    Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine arXiv_CL arXiv_CL  Pose  Text_Generation  PDF
• 2021-12-08 JABER: Junior Arabic BERt    Abbas Ghaddar, Yimeng Wu, Ahmad Rashid, Khalil Bibi, Mehdi Rezagholizadeh, Chao Xing, Yasheng Wang, Duan Xinyu, Zhefeng Wang, Baoxing Huai, Xin Jiang, Qun Liu, Philippe Langlais arXiv_CL arXiv_CL  Bert  Language_Model  PDF
• 2021-12-08 Learning music audio representations via weak language supervision    Ilaria Manco, Emmanouil Benetos, Elio Quinton, Gyorgy Fazekas arXiv_CL arXiv_CL  Self-Supervised  Pose  Classification  Caption  PDF
• 2021-12-08 VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction    Dan Li, Yang Yang, Hongyin Tang, Jingang Wang, Tong Xu, Wei Wu, Enhong Chen arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  Action  Inference  Matching  PDF
• 2021-12-08 Zero-Shot Recommendation as Language Modeling    Damien Sileo, Wout Vossen, Robbe Raymaekers arXiv_CL arXiv_CL  Zero-Shot  Pose  Language_Model  Recommendation  PDF
• 2021-12-0