arXiv_CL
arXiv_CL
2022-06-27
Simplifying Semantic Annotations of SMCalFlow
Joram Meron
arXiv_CL
arXiv_CL
PDF
2022-06-27
Is the Language Familiarity Effect gradual? A computational modelling approach
Maureen de Seyssel, Guillaume Wisniewski, Emmanuel Dupoux
arXiv_CL
arXiv_CL
Speech
PDF
2022-06-27
Analyzing Encoded Concepts in Transformer Language Models
Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan, Jia Xu
arXiv_CL
arXiv_CL
Transformer
Pose
Face
Relation
Language_Model
PDF
2022-06-27
Linguistic Correlation Analysis: Discovering Salient Neurons in deepNLP models
Nadir Durrani, Fahim Dalvi, Hassan Sajjad
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Salient
Knowledge
Quantitative
Relation
Attention
PDF
2022-06-27
Which one is more toxic? Findings from Jigsaw Rate Severity of Toxic Comments
Millon Madhur Das, Punyajoy Saha, Mithun Das
arXiv_CL
arXiv_CL
Transformer
Speech
Classification
Detection
Prediction
PDF
2022-06-27
Center-Embedding and Constituency in the Brain and a New Characterization of Context-Free Languages
Daniel Mitropolsky, Adiba Ejaz, Mirah Shi, Mihalis Yannakakis, Christos H. Papadimitriou
arXiv_CL
arXiv_CL
Embedding
GAN
PDF
2022-06-27
Few-Shot Stance Detection via Target-Aware Prompt Distillation
Yan Jiang, Jinhua Gao, Huawei Shen, Xueqi Cheng
arXiv_CL
arXiv_CL
Knowledge
Pose
Detection
Relation
Few-Shot
Attention
Language_Model
PDF
2022-06-27
Implementing a Chatbot Solution for Learning Management System
Andreas Kilde Lien, Lars Martin Randem, Hans Petter Fauchald Taralrud, Maryam Edalati
arXiv_CL
arXiv_CL
Face
QA
PDF
2022-06-27
Endowing Language Models with Multimodal Knowledge Graph Representations
Ningyuan Huang, Yash R. Deshpande, Yibo Liu, Houda Alberts, Kyunghyun Cho, Clara Vania, Iacer Calixto
arXiv_CL
arXiv_CL
Recognition
Knowledge
Knowledge_Graph
Pose
Relation
Language_Model
PDF
2022-06-27
TALCS: An Open-Source Mandarin-English Code-Switching Corpus and a Speech Recognition Baseline
Chengfei Li, Shuhao Deng, Yaoping Wang, Guangjing Wang, Yaguang Gong, Changbin Chen, Jinfeng Bai
arXiv_CL
arXiv_CL
Recognition
Knowledge
Speech
Speech_Recognition
PDF
2022-06-27
A Zero-Shot Classification Approach for a Word-Guessing Challenge
Nicos Isaak
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Classification
Inference
Matching
PDF
2022-06-26
Are We There Yet? A Decision Framework for Replacing Term Based Retrieval with Dense Retrieval Systems
Sebastian Hofstätter, Nick Craswell, Bhaskar Mitra, Hamed Zamani, Allan Hanbury
arXiv_CL
arXiv_CL
Pose
Matching
PDF
2022-06-26
Explainable and High-Performance Hate and Offensive Speech Detection
Marzieh Babaeianjelodar, Gurram Poorna Prudhvi, Stephen Lorenz, Keyu Chen, Sumona Mondal, Soumyabrata Dey, Navin Kumar
arXiv_CL
arXiv_CL
RNN
Speech
Detection
PDF
2022-06-26
Improving the Training Recipe for a Robust Conformer-based Hybrid Model
Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Ralf Schlüter, Hermann Ney
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Attention
Speech_Recognition
PDF
2022-06-26
Annotated Speech Corpus for Low Resource Indian Languages: Awadhi, Bhojpuri, Braj and Magahi
Ritesh Kumar, Siddharth Singh, Shyam Ratan, Mohit Raj, Sonal Sinha, bornini lahiri, Vivek Seshadri, Kalika Bali, Atul Kr. Ojha
arXiv_CL
arXiv_CL
Recognition
Speech
Relation
Speech_Recognition
PDF
2022-06-26
Data Augmentation for Dementia Detection in Spoken Language
Anna Hlédiková, Dominika Woszczyk, Alican Acman, Soteris Demetriou, Björn Schuller
arXiv_CL
arXiv_CL
Transformer
Sparse
Speech
Deep_Learning
Detection
PDF
2022-06-26
Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One
Yezhen Wang, Tong Che, Bo Li, Kaitao Song, Hengzhi Pei, Yoshua Bengio, Dongsheng Li
arXiv_CL
arXiv_CL
Pose
Language_Model
PDF
2022-06-26
On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode
Raviraj Joshi, Subodh Kumar
arXiv_CL
arXiv_CL
Transformer
Recognition
RNN
Speech
Attention
Speech_Recognition
Text_Generation
PDF
2022-06-26
Meta Auxiliary Learning for Low-resource Spoken Language Understanding
Yingying Gao, Junlan Feng, Chao Deng, Shilei Zhang
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Speech_Recognition
Prediction
PDF
2022-06-26
Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective
Qingcheng Zeng, Dading Chong, Peilin Zhou, Jie Yang
arXiv_CL
arXiv_CL
Transformer
Recognition
Speech
Classification
Deep_Learning
Attention
Speech_Recognition
PDF
2022-06-25
Protoformer: Embedding Prototypes for Transformers
Ashkan Farhangi, Ning Sui, Nan Hua, Haiyan Bai, Arthur Huang, Zhishan Guo
arXiv_CL
arXiv_CL
Transformer
Embedding
Text_Classification
Pose
Classification
PDF
2022-06-25
TEVR: Improving Speech Recognition by Token Entropy Variance Reduction
Hajo Nils Krabbenhöft, Erhardt Barth
arXiv_CL
arXiv_CL
Recognition
Speech
Speech_Recognition
Language_Model
PDF
2022-06-25
Synthesizing Personalized Non-speech Vocalization from Discrete Speech Representations
Chin-Cheng Hsu
arXiv_CL
arXiv_CL
Bert
Speech
Few-Shot
PDF
2022-06-25
Adversarial Self-Attention for Language Understanding
Hongqiu Wu, Hai Zhao
arXiv_CL
arXiv_CL
Transformer
Adversarial
Pose
Attention
Language_Model
PDF
2022-06-25
ConcreteGraph: A Data Augmentation Method Leveraging the Properties of Concept Relatedness Estimation
Yueen Ma, Zixing Song, Chirui Chang, Yue Yu, Irwin King
arXiv_CL
arXiv_CL
Transformer
Pose
Action
PDF
2022-06-25
Probing Causes of Hallucinations in Neural Machine Translations
Jianhao Yan, Fandong Meng, Jie Zhou
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
Attention
PDF
2022-06-24
DetIE: Multilingual Open Information Extraction Inspired by Object Detection
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey Nikolenko
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
Action
Detection
Object_Detection
Inference
Prediction
Matching
PDF
2022-06-24
The syntax-lexicon tradeoff in writing
Neguine Rezaii
arXiv_CL
arXiv_CL
Relation
PDF
2022-06-24
Burst2Vec: An Adversarial Multi-Task Approach for Predicting Emotion, Age, and Origin from Vocal Bursts
Atijit Anuchitanukul, Lucia Specia
arXiv_CL
arXiv_CL
Adversarial
Speech
Emotion
PDF
2022-06-24
QAGAN: Adversarial Approach To Learning Domain Invariant Language Features
Shubham Shrivastava, Kaiyue Wang
arXiv_CL
arXiv_CL
Transformer
Embedding
Adversarial
GAN
Language_Model
Prediction
QA
PDF
2022-06-24
Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users
Akhter Al Amin, Saad Hassan, Cecilia O. Alm, Matt Huenerfauth
arXiv_CL
arXiv_CL
Embedding
Bert
Classification
Relation
Caption
Language_Model
PDF
2022-06-24
Learning Rhetorical Structure Theory-based descriptions of observed behaviour
Luis Botelho, Luis Nunes, Ricardo Ribeiro, Rui J. Lopes
arXiv_CL
arXiv_CL
Pose
Action
Relation
PDF
2022-06-24
Text and author-level political inference using heterogeneous knowledge representations
Samuel Caetano da Silva, Ivandre Paraboni
arXiv_CL
arXiv_CL
Transformer
Bert
Knowledge
Inference
Language_Model
PDF
2022-06-24
Robustness of Explanation Methods for NLP Models
Shriya Atmakuri, Tejas Chheda, Dinesh Kandula, Nishant Yadav, Taesung Lee, Hessel Tuinhof
arXiv_CL
arXiv_CL
Knowledge
Adversarial
Prediction
PDF
2022-06-24
Prosody Cloning in Zero-Shot Multispeaker Text-to-Speech
Florian Lux, Julia Koch, Ngoc Thang Vu
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Speech
Pose
PDF
2022-06-24
Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding
Lizhi Cheng, Weijia jia, Wenmian Yang
arXiv_CL
arXiv_CL
Transformer
Salient
Pose
Attention
Inference
Prediction
PDF
2022-06-24
MVP: Multi-task Supervised Pre-training for Natural Language Generation
Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
arXiv_CL
arXiv_CL
Unsupervised
Pose
Text_Generation
Language_Model
PDF
2022-06-24
Do You Know My Emotion? Emotion-Aware Strategy Recognition towards a Persuasive Dialogue System
Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Yajing Sun
arXiv_CL
arXiv_CL
Recognition
Pose
Emotion
Action
PDF
2022-06-24
Unified BERT for Few-shot Natural Language Understanding
JunYu Lu, Ping Yang, JiaXing Zhang, RuYi Gan, Jing Yang
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Pose
Action
Classification
Few-Shot
Language_Model
PDF
2022-06-24
Classifying Unstructured Clinical Notes via Automatic Weak Supervision
Chufan Gao, Mononito Goswami, Jieshi Chen, Artur Dubrawski
arXiv_CL
arXiv_CL
Text_Classification
Knowledge
Pose
Classification
Medical
Language_Model
PDF
2022-06-24
End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue
Kentaro Mitsui, Tianyu Zhao, Kei Sawada, Yukiya Hono, Yoshihiko Nankaku, Keiichi Tokuda
arXiv_CL
arXiv_CL
Adversarial
Speech
Pose
Inference
PDF
2022-06-24
SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners
Qiongqiong Liu, Shuyan Huang, Zitao Liu, Weiqi Luo
arXiv_CL
arXiv_CL
Pose
Language_Model
PDF
2022-06-24
DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments
Jiahao Chen, Shuyan Huang, Zitao Liu, Weiqi Luo
arXiv_CL
arXiv_CL
Adversarial
Pose
Detection
Language_Model
PDF
2022-06-24
A multi-model-based deep learning framework for short text multiclass classification with the imbalanced and extremely small data set
Jiajun Tong, Zhixiao Wang, Xiaobin Rui
arXiv_CL
arXiv_CL
Transformer
Bert
Text_Classification
RNN
Pose
Classification
Deep_Learning
PDF
2022-06-23
A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages
Akhter Al Amin, Kazi Sinthia Kabir
arXiv_CL
arXiv_CL
Action
Language_Model
PDF
2022-06-23
Do Trajectories Encode Verb Meaning?
Dylan Ebert, Chen Sun, Ellie Pavlick
arXiv_CL
arXiv_CL
Represenation_Learning
Self-Supervised
Action
Language_Model
PDF
2022-06-23
QbyE-MLPMixer: Query-by-Example Open-Vocabulary Keyword Spotting using MLPMixer
Jinmiao Huang, Waseem Gharbieh, Qianhui Wan, Han Suk Shim, Chul Lee
arXiv_CL
arXiv_CL
Transformer
RNN
Pose
Action
Attention
PDF
2022-06-23
AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models
José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari Sahraoui
arXiv_CL
arXiv_CL
Language_Model
PDF
2022-06-23
A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery
Werner van der Merwe, Herman Kamper, Johan du Preez
arXiv_CL
arXiv_CL
Segmentation
Unsupervised
Speech
Relation
PDF
2022-06-23
Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models
Yang Trista Cao, Anna Sotnikova, Hal Daumé III, Rachel Rudinger, Linda Zou
arXiv_CL
arXiv_CL
Language_Model
PDF
2022-06-23
Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content
Chia-Hsuan Chang, Lei Wang, Christopher C. Yang
arXiv_CL
arXiv_CL
Embedding
Recognition
Pose
Medical
PDF
2022-06-23
Mining Error Templates for Grammatical Error Correction
Yue Zhang, Haochen Jiang, Zuyi Bao, Bo Zhang, Chen Li, Zhenghua Li
arXiv_CL
arXiv_CL
Pose
Action
Language_Model
PDF
2022-06-23
Comparing informativeness of an NLG chatbot vs graphical app in diet-information domain
Simone Balloccu, Ehud Reiter
arXiv_CL
arXiv_CL
QA
PDF
2022-06-23
Towards WinoQueer: Developing a Benchmark for Anti-Queer Bias in Large Language Models
Virginia K. Felkner, Ho-Chun Herbert Chang, Eugene Jang, Jonathan May
arXiv_CL
arXiv_CL
Bert
Pose
Detection
Language_Model
PDF
2022-06-22
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon
Robin Algayres, Tristan Ricoul, Julien Karadayi, Hugo Laurençon, Salah Zaiem, Abdelrahman Mohamed, Benoît Sagot, Emmanuel Dupoux
arXiv_CL
arXiv_CL
Segmentation
Embedding
Weakly_Supervised
Speech
Language_Model
PDF
2022-06-22
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog
Baolin Peng, Michel Galley, Pengcheng He, Chris Brockett, Lars Liden, Elnaz Nouri, Zhou Yu, Bill Dolan, Jianfeng Gao
arXiv_CL
arXiv_CL
Relation
Few-Shot
Language_Model
QA
PDF
2022-06-22
Recommendations for Systematic Research on Emergent Language
Brendon Boldt, David Mortensen
arXiv_CL
arXiv_CL
Recommendation
PDF
2022-06-22
Understanding the Properties of Generated Corpora
Naama Zwerdling, Segev Shlomov, Esther Goldbraich, George Kour, Boaz Carmeli, Naama Tepper, Inbal Ronen, Vitaly Zabershinsky, Ateret Anaby-Tavor
arXiv_CL
arXiv_CL
Pose
Text_Generation
PDF
2022-06-22
Hierarchical Context Tagging for Utterance Rewriting
Lisa Jin, Linfeng Song, Lifeng Jin, Dong Yu, Daniel Gildea
arXiv_CL
arXiv_CL
Pose
Action
PDF
2022-06-22
The Problem of Semantic Shift in Longitudinal Monitoring of Social Media: A Case Study on Mental Health During the COVID-19 Pandemic
Keith Harrigian, Mark Dredze
arXiv_CL
arXiv_CL
PDF
2022-06-22
Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses
Keith Harrigian, Mark Dredze
arXiv_CL
arXiv_CL
Relation
Activity
Recommendation
Matching
PDF
2022-06-22
Modeling Emergent Lexicon Formation with a Self-Reinforcing Stochastic Process
Brendon Boldt, David Mortensen
arXiv_CL
arXiv_CL
Relation
PDF
2022-06-22
Answer Fast: Accelerating BERT on the Tensor Streaming Processor
Ibrahim Ahmed, Sahil Parmar, Matthew Boyd, Michael Beidler, Kris Kang, Bill Liu, Kyle Roach, John Kim, Dennis Abts
arXiv_CL
arXiv_CL
Transformer
Recognition
Bert
Speech
Speech_Recognition
Inference
PDF
2022-06-22
Connecting a French Dictionary from the Beginning of the 20th Century to Wikidata
Pierre Nugues
arXiv_CL
arXiv_CL
Knowledge
PDF
2022-06-22
Evaluation of Embedding Models for Automatic Extraction and Classification of Acknowledged Entities in Scientific Documents
Nina Smirnova, Philipp Mayr
arXiv_CL
arXiv_CL
Embedding
Recognition
Knowledge
Action
Classification
PDF
2022-06-22
Enhancing Networking Cipher Algorithms with Natural Language
John E. Ortega
arXiv_CL
arXiv_CL
Pose
Survey
PDF
2022-06-22
Comparing Formulaic Language in Human and Machine Translation: Insight from a Parliamentary Corpus
Yves Bestgen
arXiv_CL
arXiv_CL
PDF
2022-06-22
Template-based Approach to Zero-shot Intent Recognition
Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya
arXiv_CL
arXiv_CL
Transfer_Learning
Enhancement
Recognition
Zero-Shot
Text_Classification
Knowledge
Classification
Inference
PDF
2022-06-22
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities
Zejiang Shen, Kyle Lo, Lauren Yu, Nathan Dahlberg, Margo Schlanger, Doug Downey
arXiv_CL
arXiv_CL
Knowledge
Summarization
Language_Model
PDF
2022-06-22
Efficient and effective training of language and graph neural network models
Vassilis N. Ioannidis, Xiang Song, Da Zheng, Houyu Zhang, Jun Ma, Yi Xu, Belinda Zeng, Trishul Chilimbi, George Karypis
arXiv_CL
arXiv_CL
Bert
Optimization
Pose
Classification
Language_Model
Prediction
PDF
2022-06-21
BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing
Subhro Roy, Sam Thomson, Tongfei Chen, Richard Shin, Adam Pauls, Jason Eisner, Benjamin Van Durme
arXiv_CL
arXiv_CL
Face
Action
Classification
Text_Generation
Language_Model
PDF
2022-06-21
Questions Are All You Need to Train a Dense Passage Retriever
Devendra Singh Sachan, Mike Lewis, Dani Yogatama, Luke Zettlemoyer, Joelle Pineau, Manzil Zaheer
arXiv_CL
arXiv_CL
Reconstruction
Unsupervised
Denoising
Language_Model
QA
PDF
2022-06-21
Low Resource Pipeline for Spoken Language Understanding via Weak Supervision
Ayush Kumar, Rishabh Kumar Tripathi, Jithendra Vepa
arXiv_CL
arXiv_CL
Sentiment_Classification
Pose
Emotion
Classification
Detection
Sentiment
Few-Shot
PDF
2022-06-21
Twitter conversations predict the daily confirmed COVID-19 cases
Rabindra Lamsal, Aaron Harwood, Maria Rodriguez Read
arXiv_CL
arXiv_CL
Pose
Sentiment
Prediction
PDF
2022-06-21
Plug and Play Counterfactual Text Generation for Model Robustness
Nishtha Madaan, Srikanta Bedathur, Diptikalyan Saha
arXiv_CL
arXiv_CL
Pose
Text_Generation
PDF
2022-06-21
Building an Endangered Language Resource in the Classroom: Universal Dependencies for Kakataibo
Roberto Zariquiey, Claudia Alvarado, Ximena Echevarria, Luisa Gomez, Rosa Gonzales, Mariana Illescas, Sabina Oporto, Frederic Blum, Arturo Oncevay, Javier Vera
arXiv_CL
arXiv_CL
Transfer_Learning
Speech
Pose
PDF
2022-06-21
muBoost: An Effective Method for Solving Indic Multilingual Text Classification Problem
Manish Pathak, Aditya Jain
arXiv_CL
arXiv_CL
Text_Classification
Classification
Detection
Sentiment
PDF
2022-06-21
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Few-Shot NLP
Yufei Wang, Jiayi Zheng, Can Xu, Xiubo Geng, Tao Shen, Chongyang Tao, Daxin Jiang
arXiv_CL
arXiv_CL
Bert
Knowledge
Pose
Few-Shot
Denoising
Language_Model
PDF
2022-06-21
TAPHSIR: Towards AnaPHoric Ambiguity Detection and ReSolution In Requirements
Saad Ezzini, Sallam Abualhaija, Chetan Arora, Mehrdad Sabetzadeh
arXiv_CL
arXiv_CL
Bert
Review
Pose
Detection
Language_Model
PDF
2022-06-21
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation
Shengyao Zhuang, Houxing Ren, Linjun Shou, Jian Pei, Ming Gong, Guido Zuccon, Daxin Jiang
arXiv_CL
arXiv_CL
Transformer
Pose
PDF
2022-06-21
General Framework for Reversible Data Hiding in Texts Based on Masked Language Modeling
Xiaoyan Zheng, Yurun Fang, Hanzhou Wu
arXiv_CL
arXiv_CL
Embedding
Pose
Language_Model
PDF
2022-06-20
SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation
Chengwei Wei, Bin Wang, C.-C. Jay Kuo
arXiv_CL
arXiv_CL
Pose
Classification
PDF
2022-06-20
Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models
Paul Röttger, Haitham Seelawi, Debora Nozza, Zeerak Talat, Bertie Vidgen
arXiv_CL
arXiv_CL
Speech
Detection
PDF
2022-06-20
Fewer Errors, but More Stereotypes? The Effect of Model Size on Gender Bias
Yarden Tal, Inbal Magar, Roy Schwartz
arXiv_CL
arXiv_CL
Bert
Language_Model
PDF
2022-06-20
Bilingual by default: Voice Assistants and the role of code-switching in creating a bilingual user experience
Helin Cihan, Yunhan Wu, Paola Peña, Justin Edwards, Benjamin Cowan
arXiv_CL
arXiv_CL
Recognition
Speech
Face
Action
PDF
2022-06-20
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold
Sebastian Ruder, Ivan Vulić, Anders Søgaard
arXiv_CL
arXiv_CL
Action
Classification
Recommendation
PDF
2022-06-20
Misspelling Semantics In Thai
Pakawat Nakwijit, Matthew Purver
arXiv_CL
arXiv_CL
Embedding
Sentiment
PDF
2022-06-20
Studying the role of named entities for content preservation in text style transfer
Nikolay Babakov, David Dale, Varvara Logacheva, Irina Krotova, Alexander Panchenko
arXiv_CL
arXiv_CL
Style_Transfer
Sentiment
PDF
2022-06-20
SPBERTQA: A Two-Stage Question Answering System Based on Sentence Transformers for Medical Texts
Nhung Thi-Hong Nguyen, Phuong Phan-Dieu Ha, Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
arXiv_CL
arXiv_CL
Transformer
Bert
Pose
Attention
Medical
QA
PDF
2022-06-20
Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data
Tian Li, Xiang Chen, Zhen Dong, Weijiang Yu, Yijun Yan, Kurt Keutzer, Shanghang Zhang
arXiv_CL
arXiv_CL
Bert
Sentiment_Classification
Text_Classification
Knowledge
Knowledge_Graph
Pose
Classification
Relation
Sentiment
Language_Model
PDF
2022-06-20
nuQmm: Quantized MatMul for Efficient Inference of Large-Scale Generative Language Models
Gunho Park, Baeseong Park, Se Jung Kwon, Byeongwook Kim, Youngjoo Lee, Dongsoo Lee
arXiv_CL
arXiv_CL
Transformer
Quantization
Self-Supervised
Pose
Inference
Language_Model
PDF
2022-06-19
A Universal Adversarial Policy for Text Classifiers
Gallil Maimon, Lior Rokach
arXiv_CL
arXiv_CL
Reinforcement_Learning
Adversarial
PDF
2022-06-19
MME-CRS: Multi-Metric Evaluation Based on Correlation Re-Scaling for Evaluating Open-Domain Dialogue
Pengfei Zhang, Xiaohui Hu, Kaidong Yu, Jian Wang, Song Han, Cao Liu, Chunyang Yuan
arXiv_CL
arXiv_CL
Pose
Relation
PDF
2022-06-19
A Unified Understanding of Deep NLP Models for Text Classification
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
arXiv_CL
arXiv_CL
Text_Classification
Pose
Quantitative
Classification
Relation
Prediction
PDF
2022-06-19
Learning Multiscale Transformer Models for Sequence Generation
Bei Li, Tong Zheng, Yi Jing, Chengbo Jiao, Tong Xiao, Jingbo Zhu
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
Relation
Attention
PDF
2022-06-18
Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa
Tarun Garg, Kaushik Roy, Amit Sheth
arXiv_CL
arXiv_CL
Transformer
Knowledge
Knowledge_Graph
Deep_Learning
Relation
Attention
Language_Model
PDF
2022-06-18
Automatic Summarization of Russian Texts: Comparison of Extractive and Abstractive Methods
Valeriya Goloviznina, Evgeny Kotelnikov
arXiv_CL
arXiv_CL
Transformer
Bert
Summarization
Text_Generation
Language_Model
PDF
2022-06-18
Argumentative Text Generation in Economic Domain
Irina Fishcheva, Dmitriy Osadchiy, Klavdiya Bochenina, Evgeny Kotelnikov
arXiv_CL
arXiv_CL
Transformer
Bert
Text_Generation
Language_Model
PDF
2022-06-18
RuArg-2022: Argument Mining Evaluation
Evgeny Kotelnikov, Natalia Loukachevitch, Irina Nikishina, Alexander Panchenko
arXiv_CL
arXiv_CL
Bert
Classification
Detection
Relation
GAN
Inference
PDF
2022-06-18
Collocation2Text: Controllable Text Generation from Guide Phrases in Russian
Sergey Vychegzhanin, Evgeny Kotelnikov
arXiv_CL
arXiv_CL
Bert
Pose
Text_Generation
Language_Model
PDF
2022-06-18
MANorm: A Normalization Dictionary for Moroccan Arabic Dialect Written in Latin Script
Randa Zarnoufi, Walid Bachri, Hamid Jaafar, Mounia Abik
arXiv_CL
arXiv_CL
Embedding
PDF
2022-06-18
A Double-Graph Based Framework for Frame Semantic Parsing
Ce Zheng, Xudong Chen, Runxin Xu, Baobao Chang
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Pose
Action
Classification
Relation
Attention
PDF
2022-06-17
Making first order linear logic a generating grammar
Sergey Slavnov
arXiv_CL
arXiv_CL
Face
PDF
2022-06-17
niksss at HinglishEval: Language-agnostic BERT-based Contextual Embeddings with Catboost for Quality Evaluation of the Low-Resource Synthetically Generated Code-Mixed Hinglish Text
Nikhil Singh
arXiv_CL
arXiv_CL
Embedding
Bert
Text_Generation
Prediction
PDF
2022-06-17
What can Speech and Language Tell us About the Working Alliance in Psychotherapy
Sebastian P. Bayerl, Gabriel Roccabruna, Shammur Absar Chowdhury, Tommaso Ciulli, Morena Danieli, Korbinian Riedhammer, Giuseppe Riccardi
arXiv_CL
arXiv_CL
Knowledge
Speech
Action
Relation
PDF
2022-06-17
Language with Vision: a Study on Grounded Word and Sentence Embeddings
Hassan Shahmohammadi, Maria Heitmeier, Elnaz Shafaei-Bajestan, Hendrik P. A. Lensch, Harald Baayen
arXiv_CL
arXiv_CL
Embedding
Knowledge
PDF
2022-06-17
Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE
Marc-Antoine Georges, Jean-Luc Schwartz, Thomas Hueber
arXiv_CL
arXiv_CL
Knowledge
Speech
Self-Supervised
Deep_Learning
GAN
PDF
2022-06-17
The ITU Faroese Pairs Dataset
Leon Derczynski, Annika Solveig Hedegaard Isfeldt, Signhild Djurhuus
arXiv_CL
arXiv_CL
PDF
2022-06-17
Crowdsourcing Relative Rankings of Multi-Word Expressions: Experts versus Non-Experts
David Alfter, Therese Lindström Tiedemann, Elena Volodina
arXiv_CL
arXiv_CL
PDF
2022-06-17
CookDial: A dataset for task-oriented dialogs grounded in procedural documents
Yiwei Jiang, Klim Zaporojets, Johannes Deleu, Thomas Demeester, Chris Develder
arXiv_CL
arXiv_CL
Knowledge
Action
Prediction
PDF
2022-06-17
Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge Graphs
Gabriel Amaral, Mārcis Pinnis, Inguna Skadiņa, Odinaldo Rodrigues, Elena Simperl
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Matching
PDF
2022-06-17
BITS Pilani at HinglishEval: Quality Evaluation for Code-Mixed Hinglish Text Using Transformers
Shaz Furniturewala, Vijay Kumari, Amulya Ratna Dash, Hriday Kedia, Yashvardhan Sharma
arXiv_CL
arXiv_CL
Transformer
Bert
Pose
PDF
2022-06-17
A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep Learning
Siqu Long, Rina Cabral, Josiah Poon, Soyeon Caren Han
arXiv_CL
arXiv_CL
Embedding
Text_Classification
RNN
Quantitative
Classification
Deep_Learning
Detection
Attention
Language_Model
Prediction
PDF
2022-06-17
Automatic Correction of Human Translations
Jessy Lin, Geza Kovacs, Aditya Shastry, Joern Wuebker, John DeNero
arXiv_CL
arXiv_CL
Attention
PDF
2022-06-17
VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation
Kaizhi Zheng, Xiaotong Chen, Odest Chadwicke Jenkins, Xin Eric Wang
arXiv_CL
arXiv_CL
Action
PDF
2022-06-17
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks
Ganqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun
arXiv_CL
arXiv_CL
Pose
Prediction
PDF
2022-06-17
A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA
Bin Wang, Jiangzhou Ju, Yunlin Mao, Xin-Yu Dai, Shujian Huang, Jiajun Chen
arXiv_CL
arXiv_CL
Pose
Quantitative
QA
PDF
2022-06-16
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering
Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle
arXiv_CL
arXiv_CL
Segmentation
Pose
Text_Generation
QA
PDF
2022-06-16
Methods for Estimating and Improving Robustness of Language Models
Michal Štefánik
arXiv_CL
arXiv_CL
Face
Survey
Relation
Language_Model
PDF
2022-06-16
Enriching Abusive Language Detection with Community Context
Jana Kurrek, Haji Mohammad Saleem, Derek Ruths
arXiv_CL
arXiv_CL
Classification
Detection
PDF
2022-06-16
GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Question
Scott McCarley, Mihaela Bornea, Sara Rosenthal, Anthony Ferritto, Md Arafat Sultan, Avirup Sil, Radu Florian
arXiv_CL
arXiv_CL
Transformer
QA
PDF
2022-06-16
DialogueScript: Using Dialogue Agents to Produce a Script
Patrícia Schmidtová, Dávid Javorský, Christián Mikláš, Tomáš Musil, Rudolf Rosa, Ondřej Dušek
arXiv_CL
arXiv_CL
Action
Inference
PDF
2022-06-16
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic
Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Abderrahman Skiredj, Ismail Berrada
arXiv_CL
arXiv_CL
Transformer
Pose
Deep_Learning
Detection
Sentiment
Language_Model
PDF
2022-06-16
Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media
Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
arXiv_CL
arXiv_CL
Bert
Speech
Attention
Language_Model
PDF
2022-06-16
Predicting Hate Intensity of Twitter Conversation Threads
Qing Meng, Tharun Suresh, Roy Ka-Wei Lee, Tanmoy Chakraborty
arXiv_CL
arXiv_CL
Speech
Pose
Relation
PDF
2022-06-16
Balancing Cost and Quality: An Exploration of Human-in-the-loop Frameworks for Automated Short Answer Scoring
Hiroaki Funayama, Tasuku Sato, Yuichiroh Matsubayashi, Tomoya Mizumoto, Jun Suzuki, Kentaro Inui
arXiv_CL
arXiv_CL
Pose
Prediction
PDF
2022-06-16
All the World's a Graph: A Data Drama
Corinna Coupette, Jilles Vreeken, Bastian Rieck
arXiv_CL
arXiv_CL
Relation
PDF
2022-06-16
Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator
Hyuhng Joon Kim, Hyunsoo Cho, Junyeob Kim, Taeuk Kim, Kang Min Yoo, Sang-goo Lee
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Pose
Classification
Language_Model
PDF
2022-06-16
TransDrift: Modeling Word-Embedding Drift using Transformer
Nishtha Madaan, Prateek Chaudhury, Nishant Kumar, Srikanta Bedathur
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Classification
Prediction
PDF
2022-06-16
Towards Robust Ranker for Text Retrieval
Yucheng Zhou, Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Guodong Long, Binxing Jiao, Daxin Jiang
arXiv_CL
arXiv_CL
Pose
PDF
2022-06-16
JU_NLP at HinglishEval: Quality Evaluation of the Low-Resource Code-Mixed Hinglish Text
Prantik Guha, Rudra Dhar, Dipankar Das
arXiv_CL
arXiv_CL
Embedding
RNN
Prediction
PDF
2022-06-16
An Open-Domain QA System for e-Governance
Radu Ion, Andrei-Marius Avram, Vasile Păiş, Maria Mitrofan, Verginica Barbu Mititelu, Elena Irimia, Valentin Badea
arXiv_CL
arXiv_CL
Bert
Action
QA
PDF
2022-06-16
DIALOG-22 RuATD Generated Text Detection
Narek Maloyan, Bulat Nutfullin, Eugene Ilyushin
arXiv_CL
arXiv_CL
Pose
Classification
Detection
Object_Detection
Attention
Text_Generation
PDF
2022-06-16
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models
Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song
arXiv_CL
arXiv_CL
Embedding
Optimization
Regularization
Knowledge
Pose
PDF
2022-06-16
PInKS: Preconditioned Commonsense Inference with Minimal Supervision
Ehsan Qasemi, Piyush Khanna, Qiang Ning, Muhao Chen
arXiv_CL
arXiv_CL
Knowledge
Inference
Language_Model
PDF
2022-06-16
Text normalization for endangered languages: the case of Ligurian
Stefano Lusito, Edoardo Ferrante, Jean Maillard
arXiv_CL
arXiv_CL
Transformer
PDF
2022-06-15
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models
Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
Knowledge
Pose
Few-Shot
Language_Model
PDF
2022-06-15
Personal Entity, Concept, and Named Entity Linking in Conversations
Hideaki Joko, Faegheh Hasibi
arXiv_CL
arXiv_CL
Knowledge
Action
PDF
2022-06-15
How Adults Understand What Young Children Say
Stephan C. Meylan, Ruthe Foushee, Nicole H. Wong, Elika Bergelson, Roger P. Levy
arXiv_CL
arXiv_CL
Recognition
Knowledge
Speech
Pose
Deep_Learning
Inference
PDF
2022-06-15
DIRECTOR: Generator-Classifiers For Supervised Language Modeling
Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
arXiv_CL
arXiv_CL
Classification
Language_Model
PDF
2022-06-15
Emergent Abilities of Large Language Models
Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, Ed H. Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, William Fedus
arXiv_CL
arXiv_CL
Language_Model
PDF
2022-06-15
Transformer-based Automatic Speech Recognition of Formal and Colloquial Czech in MALACH Project
Jan Lehečka, Josef V. Psutka, Josef Psutka
arXiv_CL
arXiv_CL
Transformer
Recognition
Speech
Self-Supervised
Speech_Recognition
Language_Model
PDF
2022-06-15
Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech
Jan Lehečka, Jan Švec, Aleš Pražák, Josef V. Psutka
arXiv_CL
arXiv_CL
Transformer
Recognition
Zero-Shot
Speech
Speech_Recognition
PDF
2022-06-15
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation
Khuyagbaatar Batsuren, Gábor Bella, Aryaman Arora, Viktor Martinović, Kyle Gorman, Zdeněk Žabokrtský, Amarsanaa Ganbold, Šárka Dohnalová, Magda Ševčíková, Kateřina Pelegrinová, Fausto Giunchiglia, Ryan Cotterell, Ekaterina Vylomova
arXiv_CL
arXiv_CL
Segmentation
Pose
Prediction
PDF
2022-06-15
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence
Benjamin Wortman, James Z. Wang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Recognition
Emotion
Action
PDF
2022-06-15
AMR Alignment: Paying Attention to Cross-Attention
Pere-Lluís Huguet Cabot, Abelardo Carlos Martínez Lorenzo, Roberto Navigli
arXiv_CL
arXiv_CL
Transformer
Attention
PDF
2022-06-15
KGEA: A Knowledge Graph Enhanced Article Quality Identification Dataset
Chunhui Ai, Derui Wang, Yang Xu, Wenrui Xie, Ziqiang Cao
arXiv_CL
arXiv_CL
Text_Classification
Knowledge
Knowledge_Graph
Pose
Action
Classification
Sentiment
PDF
2022-06-15
BaIT: Barometer for Information Trustworthiness
Oisín Nolan, Jeroen van Mourik, Callum Tilbury
arXiv_CL
arXiv_CL
Pose
Classification
Inference
PDF
2022-06-15
Estimating Confidence of Predictions of Individual Classifiers and Their Ensembles for the Genre Classification Task
Mikhail Lepekhin, Serge Sharoff
arXiv_CL
arXiv_CL
Transformer
Bert
Text_Classification
Classification
Prediction
PDF
2022-06-15
Sparse Structure Search for Parameter-Efficient Tuning
Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun
arXiv_CL
arXiv_CL
Optimization
Sparse
Pose
PDF
2022-06-15
NatiQ: An End-to-end Text-to-Speech System for Arabic
Ahmed Abdelali, Nadir Durrani, Cenk Demiroglu, Fahim Dalvi, Hamdy Mubarak, Kareem Darwish
arXiv_CL
arXiv_CL
Transformer
RNN
Speech
Attention
GAN
PDF
2022-06-15
SciTweets -- A Dataset and Annotation Framework for Detecting Scientific Online Discourse
Salim Hafid, Sebastian Schellhammer, Sandra Bringay, Konstantin Todorov, Stefan Dietze
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-06-15
A Survey : Neural Networks for AMR-to-Text
Hongyu Hao, Guangtong Li, Zhiming Hu, Huafeng Wang
arXiv_CL
arXiv_CL
Transformer
Reconstruction
Optimization
Pose
Survey
Language_Model
PDF
2022-06-15
A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing
Benedikt Winter, Clemens Winter, Johannes Schilling, André Bardow
arXiv_CL
arXiv_CL
Transformer
Knowledge
Activity
Prediction
PDF
2022-06-15
CMNEROne at SemEval-2022 Task 11: Code-Mixed Named Entity Recognition by leveraging multilingual data
Suman Dowlagar, Radhika Mamidi
arXiv_CL
arXiv_CL
Recognition
PDF
2022-06-15
Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs
Sha Li, Madhi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu, Dilek Hakkani-Tur
arXiv_CL
arXiv_CL
Knowledge
Pose
Classification
PDF
2022-06-15
Born for Auto-Tagging: Faster and better with new objective functions
Chiung-ju Liu, Huang-Ting Shieh
arXiv_CL
arXiv_CL
Transformer
Pose
Action
Recommendation
PDF
2022-06-15
TeKo: Text-Rich Graph Neural Networks with External Knowledge
Zhizhi Yu, Di Jin, Jianguo Wei, Ziyang Liu, Yue Shang, Yun Xiao, Jiawei Han, Lingfei Wu
arXiv_CL
arXiv_CL
Knowledge
Pose
Action
CNN
PDF
2022-06-15
Location-based Twitter Filtering for the Creation of Low-Resource Language Datasets in Indonesian Local Languages
Mukhlis Amien, Chong Feng, Heyan Huang
arXiv_CL
arXiv_CL
Face
PDF
2022-06-14
Frequency-centroid features for word recognition of non-native English speakers
Pierre Berjon, Rajib Sharma, Avishek Nag, Soumyabrata Dev
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
CNN
PDF
2022-06-14
If it Bleeds, it Leads: A Computational Approach to Covering Crime in Los Angeles
Alexander Spangher, Divya Choudhary
arXiv_CL
arXiv_CL
PDF
2022-06-14
NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge
Alexander Spangher, Xiang Ren, Jonathan May, Nanyun Peng
arXiv_CL
arXiv_CL
Action
PDF
2022-06-14
Text Generation with Text-Editing Models
Eric Malmi, Yue Dong, Jonathan Mallinson, Aleksandr Chuklin, Jakub Adamek, Daniil Mirylenka, Felix Stahlberg, Sebastian Krause, Shankar Kumar, Aliaksei Severyn
arXiv_CL
arXiv_CL
Style_Transfer
Text_Generation
Inference
PDF
2022-06-14
Computational linguistics and Natural Language Processing
Saturnino Luz
arXiv_CL
arXiv_CL
Review
PDF
2022-06-14
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable AMR Meaning Features
Juri Opitz, Anette Frank
arXiv_CL
arXiv_CL
Embedding
Bert
Pose
Face
Relation
Language_Model
PDF
2022-06-14
An Experimental Investigation of Part-Of-Speech Taggers for Vietnamese
Tuan-Phong Nguyen, Quoc-Tuan Truong, Xuan-Nam Nguyen, Anh-Cuong Le
arXiv_CL
arXiv_CL
Recognition
Speech
PDF
2022-06-14
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text Documents
Bolun "Namir" Xia, Vipula D. Rawte, Mohammed J. Zaki, Aparna Gupta
arXiv_CL
arXiv_CL
Embedding
Pose
Deep_Learning
Attention
Language_Model
Prediction
PDF
2022-06-14
OSN Dashboard Tool For Sentiment Analysis
Andreas Kilde Lien, Lars Martin Randem, Hans Petter Fauchald Taralrud, Maryam Edalati
arXiv_CL
arXiv_CL
Sentiment_Classification
Review
Pose
Classification
Sentiment
PDF
2022-06-14
Comprehending and Ordering Semantics for Image Captioning
Yehao Li, Yingwei Pan, Ting Yao, Tao Mei
arXiv_CL
arXiv_CL
Image_Caption
Transformer
Pose
Detection
Object_Detection
Caption
PDF
2022-06-14
The Maximum Linear Arrangement for trees under projectivity and planarity
Lluís Alemany-Puig, Juan Luis Esteban, Ramon Ferrer-i-Cancho
arXiv_CL
arXiv_CL
PDF
2022-06-14
RDU: A Region-based Approach to Form-style Document Understanding
Fengbin Zhu, Chao Wang, Wenqiang Lei, Ziyang Liu, Tat Seng Chua
arXiv_CL
arXiv_CL
Recognition
OCR
Bert
Optical_Character
Pose
Face
Action
Detection
Object_Detection
Attention
Prediction
PDF
2022-06-14
CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation
Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou
arXiv_CL
arXiv_CL
Sketch
Language_Model
PDF
2022-06-14
'hasSignification()': une nouvelle fonction de distance pour soutenir la détection de données personnelles
Amine Mrabet, Ali Hassan, Patrice Darmon (Umanis)
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
PDF
2022-06-14
The Causal Structure of Semantic Ambiguities
Daphne Wang, Mehrnoosh Sadrzadeh
arXiv_CL
arXiv_CL
Tracking
Action
PDF
2022-06-14
Task Transfer and Domain Adaptation for Zero-Shot Question Answering
Xiang Pan, Alex Sheng, David Shimshoni, Aditya Singhal, Sara Rosenthal, Avirup Sil
arXiv_CL
arXiv_CL
Zero-Shot
Language_Model
PDF
2022-06-14
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model
Jinan Zou, Haiyao Cao, Lingqiao Liu, Yuhao Lin, Ehsan Abbasnejad, Javen Qinfeng Shi
arXiv_CL
arXiv_CL
Self-Supervised
Pose
Prediction
PDF
2022-06-14
Computing Real Numbers with Large-Population Protocols Having a Continuum of Equilibria
Xiang Huang, Rachel N. Huls
arXiv_CL
arXiv_CL
Pose
Action
PDF
2022-06-14
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models
Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
Language_Model
PDF
2022-06-14
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization
Shweta Yadav, Deepak Gupta, Dina Demner-Fushman
arXiv_CL
arXiv_CL
Summarization
Medical
PDF
2022-06-14
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
Tuan Dinh, Yuchen Zeng, Ruisu Zhang, Ziqian Lin, Shashank Rajput, Michael Gira, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee
arXiv_CL
arXiv_CL
Embedding
Pose
Face
Classification
Language_Model
Prediction
Matching
PDF
2022-06-13
Memory-Based Model Editing at Scale
Eric Mitchell, Charles Lin, Antoine Bosselut, Christopher D. Manning, Chelsea Finn
arXiv_CL
arXiv_CL
Knowledge
Pose
Language_Model
Prediction
PDF
2022-06-13
Hate Speech and Counter Speech Detection: Conversational Context Does Matter
Xinchen Yu, Eduardo Blanco, Lingzi Hong
arXiv_CL
arXiv_CL
Speech
Classification
Detection
PDF
2022-06-13
An Exploration of Post-Editing Effectiveness in Text Summarization
Vivian Lai, Alison Smith-Renner, Ke Zhang, Ruijia Cheng, Wenjuan Zhang, Joel Tetreault, Alejandro Jaimes
arXiv_CL
arXiv_CL
Knowledge
Summarization
Text_Generation
PDF
2022-06-13
Language Models are General-Purpose Interfaces
Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Face
Few-Shot
Attention
Language_Model
PDF
2022-06-13
Introducing Proof Tree Automata and Proof Tree Graphs
Valentin D. Richard
arXiv_CL
arXiv_CL
Pose
PDF
2022-06-13
Indian Legal Text Summarization: A Text Normalisation-based Approach
Satyajit Ghosh, Mousumi Dutta, Tanaya Das
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-06-13
Automated Evaluation of Standardized Dementia Screening Tests
Franziska Braun, Markus Förstel, Bastian Oppermann, Andreas Erzigkeit, Thomas Hillemacher, Hartmut Lehfeld, Korbinian Riedhammer
arXiv_CL
arXiv_CL
Recognition
Relation
PDF
2022-06-13
Automatic generation of a large dictionary with concreteness/abstractness ratings based on a small human dictionary
Vladimir Ivanov, Valery Solovyev
arXiv_CL
arXiv_CL
Pose
Relation
PDF
2022-06-13
Toward Zero Oracle Word Error Rate on the Switchboard Benchmark
Arlo Faria, Adam Janin, Korbinian Riedhammer, Sidhi Adkoli
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Speech_Recognition
PDF
2022-06-13
A DSEL for High Throughput and Low Latency Software-Defined Radio on Multicore CPUs
Adrien Cassagne (ALSOC, SU), Romain Tajan (IMS, Bordeaux INP), Olivier Aumage (STORM), Camille Leroux (IMS, Bordeaux INP), Denis Barthou (STORM, Bordeaux INP), Christophe Jégo (IMS, Bordeaux INP)
arXiv_CL
arXiv_CL
Pose
PDF
2022-06-13
On the Learning of Non-Autoregressive Transformers
Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang
arXiv_CL
arXiv_CL
Transformer
Pose
Relation
Text_Generation
PDF
2022-06-13
A Sahlqvist-style Correspondence Theorem for Linear-time Temporal Logic
Rui Li, Francesco Belardinelli
arXiv_CL
arXiv_CL
PDF
2022-06-13
Latent Diffusion Energy-Based Model for Interpretable Text Modeling
Peiyu Yu, Sirui Xie, Xiaojian Ma, Baoxiong Jia, Bo Pang, Ruigi Gao, Yixin Zhu, Song-Chun Zhu, Ying Nian Wu
arXiv_CL
arXiv_CL
Regularization
PDF
2022-06-12
Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation
Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi
arXiv_CL
arXiv_CL
Speech
Pose
Prediction
PDF
2022-06-12
Self-critiquing models for assisting human evaluators
William Saunders, Catherine Yeh, Jeff Wu, Steven Bills, Long Ouyang, Jonathan Ward, Jan Leike
arXiv_CL
arXiv_CL
Knowledge
Summarization
Language_Model
PDF
2022-06-12
Data Augmentation for Intent Classification
Derek Chen, Claire Yin
arXiv_CL
arXiv_CL
Quantitative
Classification
PDF
2022-06-12
The YiTrans End-to-End Speech Translation System for IWSLT 2022 Offline Shared Task
Ziqiang Zhang, Junyi Ao, Shujie Liu, Furu Wei, Jinyu Li
arXiv_CL
arXiv_CL
Segmentation
Speech
PDF
2022-06-12
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer
Rachit Bansal, Milan Aggarwal, Sumit Bhatia, Jivat Neet Kaur, Balaji Krishnamurthy
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Pose
Relation
Language_Model
QA
PDF
2022-06-12
Don't 'research fast and break things': On the ethics of Computational Social Science
David Leslie
arXiv_CL
arXiv_CL
Face
Action
PDF
2022-06-12
Grounding in social media: An approach to building a chit-chat dialogue model
Ritvik Choudhary, Daisuke Kawahara
arXiv_CL
arXiv_CL
Knowledge
Action
PDF
2022-06-12
Fine-tuning Pre-trained Language Models with Noise Stability Regularization
Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo
arXiv_CL
arXiv_CL
Text_Classification
Regularization
Pose
Classification
Language_Model
PDF
2022-06-11
Can the Language of the Collation be Translated into the Language of the Stemma? Using Machine Translation for Witness Localization
Armin Hoenen
arXiv_CL
arXiv_CL
Survey
Deep_Learning
PDF
2022-06-11
Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition
A Arunkumar, Vrunda N Sukhadia, S. Umesh
arXiv_CL
arXiv_CL
Embedding
Recognition
Bert
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2022-06-11
Improving the Adversarial Robustness of NLP Models by Information Bottleneck
Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
arXiv_CL
arXiv_CL
Adversarial
PDF
2022-06-11
Comparative Snippet Generation
Saurabh Jain, Yisong Miao, Min-Yen Kan
arXiv_CL
arXiv_CL
Bert
Review
PDF
2022-06-11
A Decomposition-Based Approach for Evaluating Inter-Annotator Disagreement in Narrative Analysis
Effi Levi, Shaul R. Shenhav
arXiv_CL
arXiv_CL
Pose
PDF
2022-06-11
Building a Personalized Dialogue System with Prompt-Tuning
Tomohito Kasahara, Daisuke Kawahara, Nguyen Tung, Shengzhe Li, Kenta Shinzato, Toshinori Sato
arXiv_CL
arXiv_CL
Pose
Language_Model
PDF
2022-06-10
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing
Melanie Rubino, Nicolas Guenon des Mesnards, Uday Shah, Nanjiang Jiang, Weiqi Sun, Konstantine Arkoudas
arXiv_CL
arXiv_CL
Zero-Shot
Deep_Learning
PDF
2022-06-10
Dimensional Modeling of Emotions in Text with Appraisal Theories: Corpus Creation, Annotation Reliability, and Prediction
Enrica Troiano, Laura Oberländer, Roman Klinger
arXiv_CL
arXiv_CL
Text_Classification
Emotion
Classification
Prediction
PDF
2022-06-10
Label Noise-Resistant Mean Teaching for Weakly Supervised Fake News Detection
Jingyi Xie, Jiawei Liu, Zheng-Jun Zha
arXiv_CL
arXiv_CL
Weakly_Supervised
Optimization
Pose
Emotion
NMT
Detection
Relation
PDF
2022-06-10
Nominal Metaphor Generation with Multitask Learning
Yucheng Li, Chenghua Lin, Frank Geurin
arXiv_CL
arXiv_CL
Emotion
PDF
2022-06-10
Teacher Perception of Automatically Extracted Grammar Concepts for L2 Language Learning
Aditi Chaudhary, Arun Sampath, Ashwin Sheshadri, Antonios Anastasopoulos, Graham Neubig
arXiv_CL
arXiv_CL
GAN
PDF
2022-06-10
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction
Sheng Zhang, Patrick Ng, Zhiguo Wang, Bing Xiang
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Pose
Action
Relation
Relation_Extraction
Language_Model
PDF
2022-06-10
Sentiment analysis on electricity twitter posts
Pardeep Kaur, Maryam Edalati
arXiv_CL
arXiv_CL
Embedding
Action
Classification
Sentiment
PDF
2022-06-10
Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments using Acoustic Features
Franziska Braun, Andreas Erzigkeit, Hartmut Lehfeld, Thomas Hillemacher, Korbinian Riedhammer, Sebastian P. Bayerl
arXiv_CL
arXiv_CL
Speech
Detection
PDF
2022-06-10
Building an Icelandic Entity Linking Corpus
Steinunn Rut Friðriksdóttir, Valdimar Ágúst Eggertsson, Benedikt Geir Jóhannesson, Hjalti Daníelsson, Hrafn Loftsson, Hafsteinn Einarsson
arXiv_CL
arXiv_CL
PDF
2022-06-10
AHD ConvNet for Speech Emotion Classification
Asfand Ali, Danial Nasir, Mohammad Hassan Jawad
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Emotion
Classification
Speech_Recognition
PDF
2022-06-10
Unsupervised and Few-shot Parsing from Pretrained Language Models
Zhiyuan Zeng, Deyi Xiong
arXiv_CL
arXiv_CL
Segmentation
Unsupervised
Knowledge
Pose
Few-Shot
Attention
Language_Model
PDF
2022-06-10
Borrowing or Codeswitching? Annotating for Finer-Grained Distinctions in Language Mixing
Elena Alvarez Mellado, Constantine Lignos
arXiv_CL
arXiv_CL
Transformer
Language_Model
PDF
2022-06-10
Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation
Ryoma Sakaeda, Daisuke Kawahara
arXiv_CL
arXiv_CL
Pose
PDF
2022-06-10
Sort by Structure: Language Model Ranking as Dependency Probing
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
arXiv_CL
arXiv_CL
Embedding
Bert
Pose
Language_Model
Prediction
PDF
2022-06-10
Unsupervised Sentence Simplification via Dependency Parsing
Vy Vo, Weiqing Wang, Wray Buntine
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
PDF
2022-06-10
RuCoCo: a new Russian corpus with coreference annotation
Vladimir Dobrovolskii, Mariia Michurina, Alexandra Ivoylova
arXiv_CL
arXiv_CL
PDF
2022-06-10
A Novel Chinese Dialect TTS Frontend with Non-Autoregressive Neural Machine Translation
Wudi Bao, Junhui Zhang, Junjie Pan, Xiang Yin
arXiv_CL
arXiv_CL
Speech
Pose
PDF
2022-06-10
Ask to Know More: Generating Counterfactual Explanations for Fake Claims
Shih-Chieh Dai, Yi-Li Hsu, Aiping Xiong, Lun-Wei Ku
arXiv_CL
arXiv_CL
Pose
Prediction
QA
PDF
2022-06-10
Emoji-based Fine-grained Attention Network for Sentiment Analysis in the Microblog Comments
Deng Yang, Liu Kejian, Yang Cheng, Feng Yuanyuan, Li Weihao
arXiv_CL
arXiv_CL
Embedding
Bert
Sentiment_Classification
RNN
Pose
Emotion
Action
Classification
Sentiment
Attention
PDF
2022-06-09
The Case for a Single Model that can Both Generate Continuations and Fill in the Blank
Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan, Andy Coenen, Chris Callison-Burch
arXiv_CL
arXiv_CL
PDF
2022-06-09
Defending Compositionality in Emergent Languages
Michal Auersperger, Pavel Pecina
arXiv_CL
arXiv_CL
PDF
2022-06-09
BigVGAN: A Universal Neural Vocoder with Large-Scale Training
Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon
arXiv_CL
arXiv_CL
Zero-Shot
Regularization
Adversarial
GAN
PDF
2022-06-09
Privacy Leakage in Text Classification: A Data Extraction Approach
Adel Elmahdy, Huseyin A. Inan, Robert Sim
arXiv_CL
arXiv_CL
Text_Classification
Pose
Action
Classification
Language_Model
Prediction
PDF
2022-06-09
Extracting Zero-shot Common Sense from Large Language Models for Robot 3D Scene Understanding
William Chen, Siyi Hu, Rajat Talak, Luca Carlone
arXiv_CL
arXiv_CL
3D
Zero-Shot
Knowledge
Pose
Language_Model
PDF
2022-06-09
Revisiting End-to-End Speech-to-Text Translation From Scratch
Biao Zhang, Barry Haddow, Rico Sennrich
arXiv_CL
arXiv_CL
Transformer
Recognition
Speech
Pose
Attention
Speech_Recognition
PDF
2022-06-09
Process Knowledge-Infused AI: Towards User-level Explainability, Interpretability, and Safety
Amit Sheth, Manas Gaur, Kaushik Roy, Revathy Venkataraman, Vedant Khandelwal
arXiv_CL
arXiv_CL
Knowledge
Pose
Medical
Recommendation
PDF
2022-06-09
SsciBERT: A Pre-trained Language Model for Social Science Texts
Si Shen, Jiangfeng Liu, Litao Lin, Ying Huang, Lin Zhang, Chang Liu, Yutong Feng, Dongbo Wang
arXiv_CL
arXiv_CL
Recognition
Bert
Pose
Classification
Language_Model
PDF
2022-06-09
Joint Encoder-Decoder Self-Supervised Pre-training for ASR
Arunkumar A, Umesh S
arXiv_CL
arXiv_CL
Embedding
Recognition
Bert
Speech
Self-Supervised
Pose
Speech_Recognition
Language_Model
Prediction
PDF
2022-06-09
Ancestor-to-Creole Transfer is Not a Walk in the Park
Heather Lent, Emanuele Bugliarello, Anders Søgaard
arXiv_CL
arXiv_CL
Language_Model
PDF
2022-06-09
Corpus Similarity Measures Remain Robust Across Diverse Languages
Haipeng Li, Jonathan Dunn
arXiv_CL
arXiv_CL
Prediction
PDF
2022-06-09
Predicting Embedding Reliability in Low-Resource Settings Using Corpus Similarity Measures
Jonathan Dunn, Haipeng Li, Damian Sastre
arXiv_CL
arXiv_CL
Embedding
PDF
2022-06-09
Language Identification for Austronesian Languages
Jonathan Dunn, Wikke Nijhof
arXiv_CL
arXiv_CL
Embedding
Detection
Prediction
PDF
2022-06-09
Topic-Aware Evaluation and Transformer Methods for Topic-Controllable Summarization
Tatiana Passali, Grigorios Tsoumakas
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Summarization
PDF
2022-06-09
Context-based out-of-vocabulary word recovery for ASR systems in Indian languages
Arun Baby, Saranya Vinnaitherthan, Akhil Kerhalkar, Pranav Jawale, Sharath Adavanne, Nagaraj Adiga
arXiv_CL
arXiv_CL
Recognition
Knowledge
Speech
Pose
Speech_Recognition
Language_Model
Matching
PDF
2022-06-09
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation
Zi-Yi Dou, Nanyun Peng
arXiv_CL
arXiv_CL
Optimization
PDF
2022-06-09
Crosslinguistic word order variation reflects evolutionary pressures of dependency and information locality
Michael Hahn, Yang Xu
arXiv_CL
arXiv_CL
Optimization
Pose
PDF
2022-06-09
Analyzing Folktales of Different Regions Using Topic Modeling and Clustering
Jacob Werzinsky, Zhiyan Zhong, Xuedan Zou
arXiv_CL
arXiv_CL
Bert
Relation
Sentiment
PDF
2022-06-08
Few-shot Question Generation for Personalized Feedback in Intelligent Tutoring Systems
Devang Kulshreshtha, Muhammad Shayan, Robert Belfer, Siva Reddy, Iulian Vlad Serban, Ekaterina Kochmar
arXiv_CL
arXiv_CL
Transformer
Few-Shot
PDF
2022-06-08
Abstraction not Memory: BERT and the English Article System
Harish Tayyar Madabushi, Dagmar Divjak, Petar Milin
arXiv_CL
arXiv_CL
Bert
Action
Prediction
PDF
2022-06-08
Unsupervised Key Event Detection from Massive Text Corpora
Yunyi Zhang, Fang Guo, Jiaming Shen, Jiawei Han
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
Action
Detection
PDF
2022-06-08
Adversarial Text Normalization
Joanna Bitton, Maya Pavlova, Ivan Evtimov
arXiv_CL
arXiv_CL
Adversarial
Speech
Pose
Inference
PDF
2022-06-08
Words are all you need? Capturing human sensory similarity with textual descriptors
Raja Marjieh, Pol van Rijn, Ilia Sucholutsky, Theodore R. Sumers, Harin Lee, Thomas L. Griffiths, Nori Jacoby
arXiv_CL
arXiv_CL
Relation
Caption
Prediction
PDF
2022-06-08
STable: Table Generation Framework for Encoder-Decoder Models
Michał Pietruszka, Michał Turski, Łukasz Borchmann, Tomasz Dwojak, Gabriela Pałka, Karolina Szyndler, Dawid Jurkiewicz, Łukasz Garncarek
arXiv_CL
arXiv_CL
Knowledge
Pose
Action
Relation
Relation_Extraction
Inference
PDF
2022-06-08
Proactively Reducing the Hate Intensity of Online Posts via Hate Speech Normalization
Sarah Masud, Manjot Bedi, Mohammad Aflah Khan, Md Shad Akhtar, Tanmoy Chakraborty
arXiv_CL
arXiv_CL
Speech
Face
Text_Generation
Prediction
PDF
2022-06-08
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models
Esma Balkir, Svetlana Kiritchenko, Isar Nejadgholi, Kathleen C. Fraser
arXiv_CL
arXiv_CL
Review
PDF
2022-06-08
Counseling Summarization using Mental Health Knowledge Guided Utterance Filtering
Aseem Srivastava, Tharun Suresh, Sarah Peregrine (Grin) Lord, Md. Shad Akhtar, Tanmoy Chakraborty
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
Summarization
PDF
2022-06-08
The Open corpus of the Veps and Karelian languages: overview and applications
Tatyana Boyko, Nina Zaitseva, Natalia Krizhanovskaya, Andrew Krizhanovsky, Irina Novak, Nataliya Pellinen, Aleksandra Rodionova
arXiv_CL
arXiv_CL
Speech
PDF
2022-06-08
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification
Stratos Xenouleas, Alexia Tsoukara, Giannis Panagiotakis, Ilias Chalkidis, Ion Androutsopoulos
arXiv_CL
arXiv_CL
Zero-Shot
Classification
PDF
2022-06-08
Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction
Mateusz Jurewicz, Leon Derczynski
arXiv_CL
arXiv_CL
Transformer
Optimization
Pose
Action
Relation
Attention
Prediction
PDF
2022-06-08
1Cademy at Semeval-2022 Task 1: Investigating the Effectiveness of Multilingual, Multitask, and Language-Agnostic Tricks for the Reverse Dictionary Task
Zhiyong Wang, Ge Zhang, Nineli Lashkarashvili
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Matching
PDF
2022-06-07
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces
Timothee Mickus, Denis Paperno, Mathieu Constant
arXiv_CL
arXiv_CL
Transformer
Embedding
Quantitative
Attention
PDF
2022-06-07
Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution
Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
arXiv_CL
arXiv_CL
Bert
Action
Relation
Relation_Extraction
Language_Model
PDF
2022-06-07
The Influence of Dataset Partitioning on Dysfluency Detection Systems
Sebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
arXiv_CL
arXiv_CL
Classification
Detection
PDF
2022-06-07
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction
Yuan Liang, Zhuoxuan Jiang, Di Yin, Bo Ren
arXiv_CL
arXiv_CL
Transformer
Pose
Action
Relation
Attention
Prediction
PDF
2022-06-07
LegoNN: Building Modular Encoder-Decoder Models
Siddharth Dalmia, Dmytro Okhonko, Mike Lewis, Sergey Edunov, Shinji Watanabe, Florian Metze, Luke Zettlemoyer, Abdelrahman Mohamed
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Face
Speech_Recognition
PDF
2022-06-07
BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection
Artem Kudisov, Nikolay Arefyev
arXiv_CL
arXiv_CL
Pose
Detection
PDF
2022-06-07
Fooling Explanations in Text Classifiers
Adam Ivankay, Ivan Girardi, Chiara Marchiori, Pascal Frossard
arXiv_CL
arXiv_CL
Transformer
Text_Classification
Knowledge
Classification
Relation
Prediction
PDF
2022-06-07
Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation
Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu
arXiv_CL
arXiv_CL
Recognition
Pose
Emotion
Action
Prediction
PDF
2022-06-07
OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection
Lis Kanashiro Pereira, Ichiro Kobayashi
arXiv_CL
arXiv_CL
Transformer
Bert
Zero-Shot
Knowledge
Adversarial
Pose
Detection
Language_Model
PDF
2022-06-07
Plot Writing From Pre-Trained Language Models
Yiping Jin, Vishakha Kadam, Dittaya Wanvarie
arXiv_CL
arXiv_CL
Pose
Language_Model
PDF
2022-06-07
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers
Sajad Norouzi, Rasa Hosseinzadeh, Felipe Perez, Maksims Volkovs
arXiv_CL
arXiv_CL
Transformer
Enhancement
Knowledge
Inference
PDF
2022-06-07
An Insight into The Intricacies of Lingual Paraphrasing Pragmatic Discourse on The Purpose of Synonyms
Jabir Al Nahian, Abu Kaisar Mohammad Masum, Muntaser Mansur Syed, Sheikh Abujar
arXiv_CL
arXiv_CL
Pose
Action
PDF
2022-06-07
DynaMaR: Dynamic Prompt with Mask Token Representation
Xiaodi Sun, Sunny Rajagopalan, Priyanka Nigam, Weiyi Lu, Yi Xu, Belinda Zeng, Trishul Chilimbi
arXiv_CL
arXiv_CL
Unsupervised
Pose
Classification
Few-Shot
Language_Model
PDF
2022-06-06
Discriminative Models Can Still Outperform Generative Models in Aspect Based Sentiment Analysis
Dhruv Mullick, Alona Fyshe, Bilal Ghanem
arXiv_CL
arXiv_CL
Sentiment
PDF
2022-06-06
Norm Participation Grounds Language
David Schlangen
arXiv_CL
arXiv_CL
Sketch
Pose
Action
PDF
2022-06-06
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval
Guilherme Moraes Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Marzieh Fadaee, Roberto Lotufo, Rodrigo Nogueira
arXiv_CL
arXiv_CL
Zero-Shot
Action
Language_Model
PDF
2022-06-06
Investigating the use of Paraphrase Generation for Question Reformulation in the FRANK QA system
Nick Ferguson, Liane Guillou, Kwabena Nuamah, Alan Bundy
arXiv_CL
arXiv_CL
Relation
QA
PDF
2022-06-06
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang
arXiv_CL
arXiv_CL
Unsupervised
Pose
Relation
Few-Shot
Text_Generation
PDF
2022-06-06
Learning to Ask Like a Physician
Eric Lehman, Vladislav Lialin, Katelyn Y. Legaspi, Anne Janelle R. Sy, Patricia Therese S. Pile, Nicole Rose I. Alberto, Richard Raymund R. Ragasa, Corinna Victoria M. Puyat, Isabelle Rose I. Alberto, Pia Gabrielle I. Alfonso, Marianne Taliño, Dana Moukheiber, Byron C. Wallace, Anna Rumshisky, Jenifer J. Liang, Preethi Raghavan, Leo Anthony Celi, Peter Szolovits
arXiv_CL
arXiv_CL
Unsupervised
Pose
Detection
Medical
QA
PDF
2022-06-06
What do tokens know about their characters and how do they know it?
Ayush Kaushal, Kyle Mahowald
arXiv_CL
arXiv_CL
Embedding
Bert
Knowledge
Speech
Relation
Language_Model
PDF
2022-06-06
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives
Wei Wang, Liangzhu Ge, Jingqiao Zhang, Cheng Yang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
Contrastive_Learning
Language_Model
PDF
2022-06-06
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking
Xuming Hu, Zhijiang Guo, Guanyu Wu, Aiwei Liu, Lijie Wen, Philip S. Yu
arXiv_CL
arXiv_CL
Prediction
PDF
2022-06-06
A computational psycholinguistic evaluation of the syntactic abilities of Galician BERT models at the interface of dependency resolution and training time
Iria de-Dios-Flores, Marcos Garcia
arXiv_CL
arXiv_CL
Transformer
Bert
Pose
Face
Prediction
PDF
2022-06-06
Online Neural Diarization of Unlimited Numbers of Speakers
Shota Horiguchi, Shinji Watanabe, Paola Garcia, Yuki Takashima, Yohei Kawaguchi
arXiv_CL
arXiv_CL
Unsupervised
Pose
Classification
Inference
PDF
2022-06-06
Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations
Zhengyuan Liu, Pavitra Krishnaswamy, Nancy F. Chen
arXiv_CL
arXiv_CL
Pose
Action
PDF
2022-06-06
MorisienMT: A Dataset for Mauritian Creole Machine Translation
Raj Dabre, Aneerav Sukhoo
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
NMT
PDF
2022-06-06
A sentiment analysis model for car review texts based on adversarial training and whole word mask BERT
Xingchen Liu, Yawen Li, Yingxia Shao, Ang Li, Jian Liang
arXiv_CL
arXiv_CL
Bert
Review
Adversarial
Pose
Sentiment
PDF
2022-06-06
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation
Jin Xu, Xiaojiang Liu, Jianhao Yan, Deng Cai, Huayang Li, Jian Li
arXiv_CL
arXiv_CL
Pose
Quantitative
Relation
Summarization
Text_Generation
Language_Model
PDF
2022-06-06
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation
Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang
arXiv_CL
arXiv_CL
Regularization
NMT
PDF
2022-06-06
Knowledge-based Document Classification with Shannon Entropy
AtMa P.O. Chan
arXiv_CL
arXiv_CL
Knowledge
Pose
Classification
Detection
Inference
Prediction
PDF
2022-06-06
Pretrained Models for Multilingual Federated Learning
Orion Weller, Marc Marone, Vladimir Braverman, Dawn Lawrie, Benjamin Van Durme
arXiv_CL
arXiv_CL
Text_Classification
Classification
Language_Model
PDF
2022-06-05
Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future
Jan-Christoph Klie, Bonnie Webber, Iryna Gurevych
arXiv_CL
arXiv_CL
Text_Classification
Classification
Detection
PDF
2022-06-05
Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models
Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko
arXiv_CL
arXiv_CL
Style_Transfer
Language_Model
PDF
2022-06-05
Offline RL for Natural Language Generation with Implicit Language Q Learning
Charlie Snell, Ilya Kostrikov, Yi Su, Mengjiao Yang, Sergey Levine
arXiv_CL
arXiv_CL
Reinforcement_Learning
Optimization
Knowledge
Speech
Pose
Language_Model
PDF
2022-06-05
Stylistic Fingerprints, POS-tags and Inflected Languages: A Case Study in Polish
Maciej Eder, Rafał. L. Górski
arXiv_CL
arXiv_CL
Sparse
Classification
PDF
2022-06-05
Performance Comparison of Simple Transformer and Res-CNN-BiLSTM for Cyberbullying Classification
Raunak Joshi, Abhishek Gupta
arXiv_CL
arXiv_CL
Transformer
Embedding
Text_Classification
RNN
Classification
Deep_Learning
PDF
2022-06-05
A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism
Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Junjie Sun, Hong Yu, Xianchao Zhang
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Classification
Attention
PDF
2022-06-05
Near-Term Advances in Quantum Natural Language Processing
Dominic Widdows, Daiwei Zhu, Chase Zimmerman
arXiv_CL
arXiv_CL
Classification
PDF
2022-06-05
Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech
Ziyue Jiang, Su Zhe, Zhou Zhao, Qian Yang, Yi Ren, Jinglin Liu, Zhenhui Ye
arXiv_CL
arXiv_CL
Knowledge
Speech
Pose
Attention
PDF
2022-06-05
A Multimodal Corpus for Emotion Recognition in Sarcasm
Anupama Ray, Shubham Mishra, Apoorva Nunna, Pushpak Bhattacharyya
arXiv_CL
arXiv_CL
Recognition
Knowledge
Pose
Emotion
Detection
Relation
Sentiment
PDF
2022-06-05
Speech Detection Task Against Asian Hate: BERT the Central, While Data-Centric Studies the Crucial
Xin Lian
arXiv_CL
arXiv_CL
Bert
Speech
Detection
PDF
2022-06-05
Chat, Shift and Perform: Bridging the Gap between Task-oriented and Non-task-oriented Dialog Systems
Teppei Yoshino, Yosuke Fukuchi, Shoya Matsumori, Michita Imai
arXiv_CL
arXiv_CL
Pose
Action
PDF
2022-06-05
Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders
Xiang Kong, Adithya Renduchintala, James Cross, Yuqing Tang, Jiatao Gu, Xian Li
arXiv_CL
arXiv_CL
Transformer
Pose
Inference
PDF
2022-06-04
Actuarial Applications of Natural Language Processing Using Transformers: Case Studies for Using Text Features in an Actuarial Context
Andreas Troxler (AT Analytics), Jürg Schelldorfer (Swiss Re)
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Classification
Prediction
PDF
2022-06-04
Atypical lexical abbreviations identification in Russian medical texts
Anna Berdichevskaia (NUST "MISiS")
arXiv_CL
arXiv_CL
Knowledge
Pose
Medical
PDF
2022-06-04
Automated Audio Captioning with Epochal Difficult Captions for Curriculum Learning
Andrew Koh, Soham Tiwari, Chng Eng Siong
arXiv_CL
arXiv_CL
Pose
GAN
Caption
PDF
2022-06-04
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers
Zhewei Yao, Reza Yazdani Aminabadi, Minjia Zhang, Xiaoxia Wu, Conglong Li, Yuxiong He
arXiv_CL
arXiv_CL
Transformer
Quantization
Bert
Knowledge
Attention
Inference
Language_Model
PDF
2022-06-04
Extreme Compression for Pre-trained Transformers Made Simple and Efficient
Xiaoxia Wu, Zhewei Yao, Minjia Zhang, Conglong Li, Yuxiong He
arXiv_CL
arXiv_CL
Transformer
Quantization
Bert
Knowledge
Pose
PDF
2022-06-03
Kallima: A Clean-label Framework for Textual Backdoor Attacks
Xiaoyi Chen, Yinpeng Dong, Zeyu Sun, Shengfang Zhai, Qingni Shen, Zhonghai Wu
arXiv_CL
arXiv_CL
Adversarial
Pose
PDF
2022-06-03
Relevance in Dialogue: Is Less More? An Empirical Comparison of Existing Metrics, and a Novel Simple Metric
Ian Berlot-Attwell, Frank Rudzicz
arXiv_CL
arXiv_CL
Pose
Relation
Language_Model
PDF
2022-06-03
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian
Tatiana Shamardina, Vladislav Mikhailov, Daniil Chernianskii, Alena Fenogenova, Marat Saidov, Anastasiya Valeeva, Tatiana Shavrina, Ivan Smurov, Elena Tutubalina, Ekaterina Artemova
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Classification
Detection
GAN
Summarization
PDF
2022-06-03
TCE at Qur'an QA 2022: Arabic Language Question Answering Over Holy Qur'an Using a Post-Processed Ensemble of BERT-based Models
Mohammed ElKomy, Amany M. Sarhan
arXiv_CL
arXiv_CL
Bert
Pose
Prediction
QA
PDF
2022-06-03
Automatic Generation of Programming Exercises and Code Explanations with Large Language Models
Sami Sarsa, Paul Denny, Arto Hellas, Juho Leinonen
arXiv_CL
arXiv_CL
Quantitative
Language_Model
PDF
2022-06-03
Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages
Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
arXiv_CL
arXiv_CL
Text_Classification
Pose
Survey
Classification
GAN
PDF
2022-06-03
Plumber: A Modular Framework to Create Information Extraction Pipelines
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Action
PDF
2022-06-03
Towards a Deep Multi-layered Dialectal Language Analysis: A Case Study of African-American English
Jamell Dacon
arXiv_CL
arXiv_CL
Speech
PDF
2022-06-02
Augmenting Scientific Creativity with Retrieval across Knowledge Domains
Hyeonsu B. Kang, Sheshera Mysore, Kevin Huang, Haw-Shiuan Chang, Thorben Prein, Andrew McCallum, Aniket Kittur, Elsa Olivetti
arXiv_CL
arXiv_CL
Knowledge
PDF
2022-06-02
A Multiset Version of Even-Odd Permutations Identity
Hossein Teimoori Faal
arXiv_CL
arXiv_CL
PDF
2022-06-02
MMTM: Multi-Tasking Multi-Decoder Transformer for Math Word Problems
Keyur Faldu, Amit Sheth, Prashant Kikani, Darshan Patel
arXiv_CL
arXiv_CL
Transformer
Bert
Adversarial
Relation
PDF
2022-06-02
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation
Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev
arXiv_CL
arXiv_CL
Pose
NMT
Medical
Recommendation
PDF
2022-06-02
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection
Juuso Eronen, Michal Ptaszynski, Fumito Masui, Masaki Arata, Gniewosz Leliwa, Michal Wroczynski
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Detection
Relation
PDF
2022-06-02
The ParlaSent-BCS dataset of sentiment-annotated parliamentary debates from Bosnia-Herzegovina, Croatia, and Serbia
Michal Mochtak, Peter Rupnik, Nikola Ljubešič
arXiv_CL
arXiv_CL
Transformer
Review
Classification
Detection
Sentiment
PDF
2022-06-02
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition
Sehoon Kim, Amir Gholami, Albert Shaw, Nicholas Lee, Karttikeya Mangalam, Jitendra Malik, Michael W. Mahoney, Kurt Keutzer
arXiv_CL
arXiv_CL
Transformer
Recognition
Speech
Pose
Attention
Speech_Recognition
CNN
Language_Model
PDF
2022-06-02
MentSum: A Resource for Exploring Summarization of Mental Health Online Posts
Sajad Sotudeh, Nazli Goharian, Zachary Young
arXiv_CL
arXiv_CL
Summarization
PDF
2022-06-02
TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation
Sajad Sotudeh, Nazli Goharian
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
PDF
2022-06-01
Assessing the trade-off between prediction accuracy and interpretability for topic modeling on energetic materials corpora
Monica Puerto, Mason Kellett, Rodanthi Nikopoulou, Mark D. Fuge, Ruth Doherty, Peter W. Chung, Zois Boukouvalas
arXiv_CL
arXiv_CL
Embedding
Pose
Classification
Prediction
PDF
2022-06-01
A Multi-Policy Framework for Deep Learning-Based Fake News Detection
João Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel Praça
arXiv_CL
arXiv_CL
Transformer
Bert
RNN
Pose
Deep_Learning
Detection
PDF
2022-06-01
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting
Tomasz Korbak, Hady Elsahar, Germán Kruszewski, Marc Dymetman
arXiv_CL
arXiv_CL
Reinforcement_Learning
Action
Sentiment
Language_Model
Matching
PDF
2022-06-01
Natural Language Sentence Generation from API Specifications
Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
arXiv_CL
arXiv_CL
Recognition
Pose
Action
Deep_Learning
QA
PDF
2022-06-01
Exploring Diversity in Back Translation for Low-Resource Machine Translation
Laurie Burchell, Alexandra Birch, Kenneth Heafield
arXiv_CL
arXiv_CL
PDF
2022-06-01
Romantic-Computing
Elizabeth Horishny
arXiv_CL
arXiv_CL
Transformer
RNN
Face
Text_Generation
PDF
2022-06-01
What a Creole Wants, What a Creole Needs
Heather Lent, Kelechi Ogueji, Miryam de Lhoneux, Orevaoghene Ahia, Anders Søgaard
arXiv_CL
arXiv_CL
Survey
Attention
PDF
2022-06-01
HYU at SemEval-2022 Task 2: Effective Idiomaticity Detection with Consideration at Different Levels of Contextualization
Youngju Joung, Taeuk Kim
arXiv_CL
arXiv_CL
Pose
Detection
PDF
2022-06-01
BD-SHS: A Benchmark Dataset for Learning to Detect Online Bangla Hate Speech in Different Social Contexts
Nauros Romim, Mosahed Ahmed, Md. Saiful Islam, Arnab Sen Sharma, Hriteshwar Talukder, Mohammad Ruhul Amin
arXiv_CL
arXiv_CL
Embedding
Knowledge
Speech
Detection
PDF
2022-06-01
Optical character recognition quality affects perceived usefulness of historical newspaper clippings
Kimmo Kettunen, Heikki Keskustalo, Sanna Kumpulainen, Tuula Pääkkönen, Juha Rautiainen
arXiv_CL
arXiv_CL
Recognition
Optical_Character
Knowledge
PDF
2022-06-01
On Layer Normalizations and Residual Connections in Transformers
Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki
arXiv_CL
arXiv_CL
Transformer
Pose
Text_Generation
PDF
2022-06-01
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification
Kunze Wang, Soyeon Caren Han, Josiah Poon
arXiv_CL
arXiv_CL
Embedding
Text_Classification
Classification
CNN
PDF
2022-06-01
Assessing Group-level Gender Bias in Professional Evaluations: The Case of Medical Student End-of-Shift Feedback
Emmy Liu, Michael Henry Tessler, Nicole Dubosh, Katherine Mosher Hiller, Roger Levy
arXiv_CL
arXiv_CL
Bert
Quantitative
Medical
Recommendation
PDF
2022-06-01
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption
Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li
arXiv_CL
arXiv_CL
Transformer
Pose
Medical
Inference
Language_Model
PDF
2022-06-01
Understanding How People Rate Their Conversations
Alexandros Papangelis, Nicole Chartier, Pankaj Rajan, Julia Hirschberg, Dilek Hakkani-Tur
arXiv_CL
arXiv_CL
Action
Relation
PDF
2022-05-31
CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models
Akshita Jha, Chandan K. Reddy
arXiv_CL
arXiv_CL
Bert
Adversarial
Pose
Summarization
Language_Model
PDF
2022-05-31
Neural Retriever and Go Beyond: A Thesis Proposal
Man Luo
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
Attention
Matching
PDF
2022-05-31
Cluster-based Evaluation of Automatically Generated Text
Tiago Pimentel, Clara Meister, Ryan Cotterell
arXiv_CL
arXiv_CL
Embedding
Pose
Face
Relation
Language_Model
PDF
2022-05-31
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages
Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, Ade Romadhony, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Pascale Fung, Timothy Baldwin, Jey Han Lau, Rico Sennrich, Sebastian Ruder
arXiv_CL
arXiv_CL
Sentiment
PDF
2022-05-31
Hollywood Identity Bias Dataset: A Context Oriented Bias Analysis of Movie Dialogues
Sandhya Singh, Prapti Roy, Nihar Sahoo, Niteesh Mallela, Himanshu Gupta, Pushpak Bhattacharyya, Milind Savagaonkar, Nidhi, Roshni Ramnani, Anutosh Maitra, Shubhashis Sengupta
arXiv_CL
arXiv_CL
Emotion
Deep_Learning
Detection
Sentiment
PDF
2022-05-31
LEXpander: applying colexification networks to automated lexicon expansion
Anna Di Natale, David Garcia
arXiv_CL
arXiv_CL
Embedding
Pose
Sentiment
PDF
2022-05-31
Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models
Juliette Millet, Ioana Chitoran, Ewan Dunbar
arXiv_CL
arXiv_CL
Speech
Classification
PDF
2022-05-31
Do self-supervised speech models develop human-like perception biases?
Juliette Millet, Ewan Dunbar
arXiv_CL
arXiv_CL
Bert
Speech
Self-Supervised
Prediction
PDF
2022-05-31
EMS: Efficient and Effective Massively Multilingual Sentence Representation Learning
Zhuoyuan Mao, Chenhui Chu, Sadao Kurohashi
arXiv_CL
arXiv_CL
Reconstruction
Bert
Sentiment_Classification
Zero-Shot
Represenation_Learning
Pose
Contrastive_Learning
Classification
Sentiment
PDF
2022-05-31
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings
Silvia Severini, Viktor Hangya, Masoud Jalili Sabet, Alexander Fraser, Hinrich Schütze
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Matching
PDF
2022-05-31
Multilingual Transformers for Product Matching -- Experiments and a New Benchmark in Polish
Michał Mo{ż}d{ż}onek, Anna Wróblewska, Sergiy Tkachuk, Szymon Łukasik
arXiv_CL
arXiv_CL
Transformer
Bert
Pose
Matching
PDF
2022-05-31
NEWTS: A Corpus for News Topic-Focused Summarization
Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff
arXiv_CL
arXiv_CL
Pose
GAN
Summarization
Language_Model
PDF
2022-05-31
APPReddit: a Corpus of Reddit Posts Annotated for Appraisal
Marco Antonio Stranisci, Simona Frenda, Eleonora Ceccaldi, Valerio Basile, Rossana Damiano, Viviana Patti
arXiv_CL
arXiv_CL
Recognition
Emotion
Classification
Prediction
PDF
2022-05-31
Prompt Injection: Parameterization of Fixed Inputs
Eunbi Choi, Yongrae Jo, Joel Jang, Minjoon Seo
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Inference
Language_Model
PDF
2022-05-31
Preparing an Endangered Language for the Digital Age: The Case of Judeo-Spanish
Alp Öktem, Rodolfo Zevallos, Yasmin Moslem, Güneş Öztürk, Karen Şarhon
arXiv_CL
arXiv_CL
Speech
Face
Inference
PDF
2022-05-31
hmBERT: Historical Multilingual Language Models for Named Entity Recognition
Stefan Schweter, Luisa März, Katharina Schmid, Erion Çano
arXiv_CL
arXiv_CL
Recognition
OCR
Bert
Optical_Character
Pose
GAN
Language_Model
PDF
2022-05-31
A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference
Shu'ang Li, Xuming Hu, Li Lin, Aiwei Liu, Lijie Wen, Philip S. Yu
arXiv_CL
arXiv_CL
Text_Classification
Pose
Contrastive_Learning
Classification
Relation
Attention
Inference
Prediction
PDF
2022-05-31
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis
Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Jun Xiao, Liang He
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Knowledge
Adversarial
Pose
Sentiment
Attention
PDF
2022-05-31
Enhancing Event-Level Sentiment Analysis with Structured Arguments
Qi Zhang, Jie Zhou, Qin Chen, Qinchun Bai, Liang He
arXiv_CL
arXiv_CL
Pose
Sentiment
PDF
2022-05-31
FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigm
Yuzhe Zhang, Hong Zhang
arXiv_CL
arXiv_CL
Recognition
Bert
RNN
Knowledge
Pose
Action
PDF
2022-05-30
Analyzing Modality Robustness in Multimodal Sentiment Analysis
Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann, Soujanya Poria
arXiv_CL
arXiv_CL
Pose
Sentiment
Attention
PDF
2022-05-30
StyleTTS: A Style-Based Generative Model for Natural and Diverse Text-to-Speech Synthesis
Yinghao Aaron Li, Cong Han, Nima Mesgarani
arXiv_CL
arXiv_CL
Speech
Self-Supervised
Pose
Emotion
PDF
2022-05-30
A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin
Yanzhao Zou, Dorien Herremans
arXiv_CL
arXiv_CL
Embedding
Bert
Pose
CNN
Prediction
PDF
2022-05-30
Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation
Verna Dankers, Christopher G. Lucas, Ivan Titov
arXiv_CL
arXiv_CL
Transformer
Action
NMT
Attention
PDF
2022-05-30
A Survey in Mathematical Language Processing
Jordan Meadows, Andre Freitas
arXiv_CL
arXiv_CL
Survey
Action
Quantitative
PDF
2022-05-30
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models
Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Ves Stoyanov
arXiv_CL
arXiv_CL
Few-Shot
Language_Model
Prediction
PDF
2022-05-30
Automatic Short Math Answer Grading via In-context Meta-learning
Mengxue Zhang, Sami Baral, Neil Heffernan, Andrew Lan
arXiv_CL
arXiv_CL
Bert
Pose
Language_Model
PDF
2022-05-30
Billions of Parameters Are Worth More Than In-domain Training Data: A case study in the Legal Case Entailment Task
Guilherme Moraes Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Roberto Lotufo, Rodrigo Nogueira
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Few-Shot
Language_Model
PDF
2022-05-30
Parameter Efficient Diff Pruning for Bias Mitigation
Lukas Hauzenberger, Navid Rekabsaz
arXiv_CL
arXiv_CL
Sparse
Pose
Inference
Language_Model
PDF
2022-05-30
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue System
Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li
arXiv_CL
arXiv_CL
Pose
Action
Detection
PDF
2022-05-30
X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents
Sotaro Takeshita, Tommaso Green, Niklas Friedrich, Kai Eckert, Simone Paolo Ponzetto
arXiv_CL
arXiv_CL
Few-Shot
Summarization
PDF
2022-05-30
Transformer with Tree-order Encoding for Neural Program Generation
Klaudia-Doris Thellmann, Bernhard Stadler, Ricardo Usbeck, Jens Lehmann
arXiv_CL
arXiv_CL
Transformer
RNN
Attention
PDF
2022-05-30
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System
Chia-Chien Hung, Tommaso Green, Robert Litschko, Tornike Tsereteli, Sotaro Takeshita, Marco Bombieri, Goran Glavaš, Simone Paolo Ponzetto
arXiv_CL
arXiv_CL
Pose
GAN
Language_Model
QA
PDF
2022-05-30
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation
Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
arXiv_CL
arXiv_CL
Knowledge
Self-Supervised
Pose
Denoising
Language_Model
PDF
2022-05-30
Rites de Passage: Elucidating Displacement to Emplacement of Refugees
Aparup Khatua, Wolfgang Nejdl
arXiv_CL
arXiv_CL
Transformer
Recognition
Bert
RNN
Pose
Language_Model
PDF
2022-05-30
EA$^2$E: Improving Consistency with Event Awareness for Document-Level Argument Extraction
Qi Zeng, Qiusi Zhan, Heng Ji
arXiv_CL
arXiv_CL
Knowledge
Action
Relation
Inference
PDF
2022-05-29
COVID-19 Literature Mining and Retrieval using Text Mining Approaches
Sanku Satya Uday, Satti Thanuja Pavani, T. Jaya Lakshmi, Rohit Chivukula
arXiv_CL
arXiv_CL
Bert
Pose
GAN
Language_Model
PDF
2022-05-29
Modeling Disagreement in Automatic Data Labelling for Semi-Supervised Learning in Clinical Natural Language Processing
Hongshu Liu, Nabeel Seedat, Julia Ive
arXiv_CL
arXiv_CL
Self-Supervised
Detection
PDF
2022-05-29
Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition
Pengshan Cai, Hui Wan, Fei Liu, Mo Yu, Hong Yu, Sachindra Joshi
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-05-29
L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library
Raviraj Joshi
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Recognition
Bert
Speech
Detection
Sentiment
Language_Model
PDF
2022-05-29
What are People Talking about in #BackLivesMatter and #StopAsianHate? Exploring and Categorizing Twitter Topics Emerging in Online Social Movements through the Latent Dirichlet Allocation Model
Xin Tong, Yixuan Li, Jiayi Li, Rongqi Bei, Luyao Zhang
arXiv_CL
arXiv_CL
Emotion
Face
Sentiment
GAN
PDF
2022-05-29
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
arXiv_CL
arXiv_CL
Enhancement
Zero-Shot
Knowledge
Pose
Few-Shot
Inference
Language_Model
PDF
2022-05-29
VD-PCR: Improving Visual Dialog with Pronoun Coreference Resolution
Xintong Yu, Hongming Zhang, Ruixin Hong, Yangqiu Song, Changshui Zhang
arXiv_CL
arXiv_CL
Pose
Action
Relation
PDF
2022-05-29
CoNT: Contrastive Neural Text Generation
Chenxin An, Jiangtao Feng, Kai Lv, Lingpeng Kong, Xipeng Qiu, Xuanjing Huang
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
Summarization
Text_Generation
PDF
2022-05-29
Context-based Virtual Adversarial Training for Text Classification with Noisy Labels
Do-Myoung Lee, Yeachan Kim, Chang-gyun Seo
arXiv_CL
arXiv_CL
Text_Classification
Adversarial
Pose
Classification
Attention
PDF
2022-05-29
SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models
Changyu Hou, Jun Wang, Yixuan Qiao, Peng Jiang, Peng Gao, Guotong Xie, Qizhi Lin, Xiaopeng Wang, Xiandi Jiang, Benqi Wang, Qifeng Xiao
arXiv_CL
arXiv_CL
Transformer
Recognition
Pose
Language_Model
PDF
2022-05-29
Exploiting Transliterated Words for Finding Similarity in Inter-Language News Articles using Machine Learning
Sameea Naeem, Dr. Arif ur Rahman, Syed Mujtaba Haider, Abdul Basit Mughal
arXiv_CL
arXiv_CL
Speech
Pose
PDF
2022-05-29
Urdu News Article Recommendation Model using Natural Language Processing Techniques
Syed Zain Abbas, Dr. Arif ur Rahman, Abdul Basit Mughal, Syed Mujtaba Haider
arXiv_CL
arXiv_CL
Bert
Pose
Language_Model
Recommendation
PDF
2022-05-29
Anchor Prediction: A Topic Modeling Approach
Jean Dupuy, Adrien Guille, Julien Jacques
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Pose
Action
Relation
Prediction
PDF
2022-05-29
Learning Locality and Isotropy in Dialogue Modeling
Han Wu, Haochen Tan, Mingjie Zhan, Gangming Zhao, Shaoqing Lu, Ding Liang, Linqi Song
arXiv_CL
arXiv_CL
Transformer
Pose
Language_Model
PDF
2022-05-29
AutoDisc: Automatic Distillation Schedule for Large Language Model Compression
Chen Zhang, Yang Yang, Qifan Wang, Jiahao Liu, Jingang Wang, Wei Wu, Dawei Song
arXiv_CL
arXiv_CL
Optimization
Knowledge
Pose
Language_Model
PDF
2022-05-28
A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization
Puyuan Liu, Xiang Zhang, Lili Mou
arXiv_CL
arXiv_CL
Pose
Classification
Attention
Summarization
PDF
2022-05-28
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization
Puyuan Liu, Chenyang Huang, Lili Mou
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Pose
Summarization
Inference
PDF
2022-05-28
BAN-Cap: A Multi-Purpose English-Bangla Image Descriptions Dataset
Mohammad Faiyaz Khan, S.M. Sadiq-Ur-Rahman Shifath, Md Saiful Islam
arXiv_CL
arXiv_CL
Image_Caption
Pose
Quantitative
Attention
Caption
PDF
2022-05-28
Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction
Jiaxin Yu, Deqing Yang, Shuyu Tian
arXiv_CL
arXiv_CL
Pose
Action
Classification
Relation
Relation_Extraction
Attention
PDF
2022-05-28
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation
Chenze Shao, Xuanfu Wu, Yang Feng
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-05-28
Approximate Conditional Coverage via Neural Model Approximations
Allen Schmaltz, Danielle Rasooly
arXiv_CL
arXiv_CL
Sentiment_Classification
Zero-Shot
Pose
Classification
Detection
Sentiment
Prediction
PDF
2022-05-28
Few-shot Subgoal Planning with Language Models
Lajanugen Logeswaran, Yao Fu, Moontae Lee, Honglak Lee
arXiv_CL
arXiv_CL
Pose
Action
Few-Shot
Language_Model
Prediction
PDF
2022-05-27
Self-supervised models of audio effectively explain human cortical responses to speech
Aditya R. Vaidya, Shailee Jain, Alexander G. Huth
arXiv_CL
arXiv_CL
Bert
Represenation_Learning
Speech
Self-Supervised
Language_Model
Prediction
PDF
2022-05-27
Defending Against Stealthy Backdoor Attacks
Sangeet Sagar, Abhinav Bhatt, Abhijith Srinivas Bidaralli
arXiv_CL
arXiv_CL
PDF
2022-05-27
Sparse Conditional Hidden Markov Model for Weakly Supervised Named Entity Recognition
Yinghao Li, Le Song, Chao Zhang
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Weakly_Supervised
Sparse
Pose
PDF
2022-05-27
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems
Hui Wan, Siva Sankalp Patel, J. William Murdock, Saloni Potdar, Sachindra Joshi
arXiv_CL
arXiv_CL
Deep_Learning
PDF
2022-05-27
Controllable Text Generation with Neurally-Decomposed Oracle
Tao Meng, Sidi Lu, Nanyun Peng, Kai-Wei Chang
arXiv_CL
arXiv_CL
Pose
Text_Generation
Language_Model
PDF
2022-05-27
Who is we? Disambiguating the referents of first person plural pronouns in parliamentary debates
Ines Rehbein, Josef Ruppenhofer, Julian Bernauer
arXiv_CL
arXiv_CL
Speech
PDF
2022-05-27
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior
Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu
arXiv_CL
arXiv_CL
Review
Sentiment
Inference
PDF
2022-05-27
Patching Leaks in the Charformer for Efficient Character-Level Generation
Lukas Edman, Antonio Toral, Gertjan van Noord
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2022-05-27
UAlberta at SemEval 2022 Task 2: Leveraging Glosses and Translations for Multilingual Idiomaticity Detection
Bradley Hauer, Seeratpal Jaura, Talgat Omarov, Grzegorz Kondrak
arXiv_CL
arXiv_CL
Bert
Knowledge
Detection
PDF
2022-05-27
StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes
Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Speech
Classification
Detection
Language_Model
PDF
2022-05-27
Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning
Xiliang Zhu, Shayna Gardiner, David Rossouw, Tere Roldán, Simon Corston-Oliver
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Restoration
Speech
Pose
Speech_Recognition
PDF
2022-05-27
EmoInHindi: A Multi-label Emotion and Intensity Annotated Dataset in Hindi for Emotion Recognition in Dialogues
Gopendra Vikram Singh, Priyanshu Priya, Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya
arXiv_CL
arXiv_CL
Recognition
Pose
Emotion
Detection
PDF
2022-05-27
Semeval-2022 Task 1: CODWOE -- Comparing Dictionaries and Word Embeddings
Timothee Mickus, Kees van Deemter, Mathieu Constant, Denis Paperno
arXiv_CL
arXiv_CL
Embedding
Pose
PDF
2022-05-27
Nearest Neighbor Zero-Shot Inference
Weijia Shi, Julian Michael, Suchin Gururangan, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Sparse
Classification
Inference
Language_Model
PDF
2022-05-27
Text-Based Automatic Personality Prediction Using KGrAt-Net; A Knowledge Graph Attention Network Classifier
Majid Ramezani, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Pose
Classification
Relation
Attention
GAN
Prediction
PDF
2022-05-27
IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022
Julia Kiseleva, Alexey Skrynnik, Artem Zholus, Shrestha Mohanty, Negar Arabzadeh, Marc-Alexandre Côté, Mohammad Aliannejadi, Milagro Teruel, Ziming Li, Mikhail Burtsev, Maartje ter Hoeve, Zoya Volovikova, Aleksandr Panov, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Ahmed Awadallah
arXiv_CL
arXiv_CL
Reinforcement_Learning
Pose
PDF
2022-05-27
NLU for Game-based Learning in Real: Initial Evaluations
Eda Okur, Saurav Sahay, Lama Nachman
arXiv_CL
arXiv_CL
Transformer
Recognition
Pose
Action
PDF
2022-05-27
Can Foundation Models Help Us Achieve Perfect Secrecy?
Simran Arora, Christopher Ré
arXiv_CL
arXiv_CL
Pose
Action
Prediction
PDF
2022-05-27
HiJoNLP at SemEval-2022 Task 2: Detecting Idiomaticity of Multiword Expressions using Multilingual Pretrained Language Models
Minghuan Tan
arXiv_CL
arXiv_CL
Detection
Language_Model
PDF
2022-05-26
Contextual Adapters for Personalized Speech Recognition in Neural Transducers
Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Speech_Recognition
Inference
Language_Model
PDF
2022-05-26
Quark: Controllable Text Generation with Reinforced Unlearning
Ximing Lu, Sean Welleck, Liwei Jiang, Jack Hessel, Lianhui Qin, Peter West, Prithviraj Ammanabrolu, Yejin Choi
arXiv_CL
arXiv_CL
Reinforcement_Learning
Sentiment
Text_Generation
Language_Model
PDF
2022-05-26
Differentially Private Decoding in Large Language Models
Jimit Majmudar, Christophe Dupuy, Charith Peris, Sami Smaili, Rahul Gupta, Richard Zemel
arXiv_CL
arXiv_CL
Pose
Language_Model
PDF
2022-05-26
Learning Dialogue Representations from Consecutive Utterances
Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Zero-Shot
Self-Supervised
Contrastive_Learning
Classification
Few-Shot
PDF
2022-05-26
Semantic Parsing of Interpage Relations
Mehmet Arif Demirtaş, Berke Oral, Mehmet Yasin Akpınar, Onur Deniz
arXiv_CL
arXiv_CL
Segmentation
Embedding
Knowledge
Pose
Action
Classification
Relation
PDF
2022-05-26
Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit
Shiyi Qi, Yaoxian Li, Cuiyun Gao, Xiaohong Su, Shuzheng Gao, Zibin Zheng, Chuanyi Liu
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Deep_Learning
Detection
Attention
PDF
2022-05-26
Your Transformer May Not be as Powerful as You Expect
Shengjie Luo, Shanda Li, Shuxin Zheng, Tie-Yan Liu, Liwei Wang, Di He
arXiv_CL
arXiv_CL
Transformer
Attention
PDF
2022-05-26
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation
Mingzhe Li, XieXiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
Relation
Text_Generation
PDF
2022-05-26
Target-aware Abstractive Related Work Generation with Contrastive Learning
Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang
arXiv_CL
arXiv_CL
Optimization
Pose
Contrastive_Learning
Relation
Attention
PDF
2022-05-26
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions
Haitao Lin, Junnan Zhu, Lu Xiang, Yu Zhou, Jiajun Zhang, Chengqing Zong
arXiv_CL
arXiv_CL
Pose
Action
Attention
Summarization
PDF
2022-05-26
Revisiting Generative Commonsense Reasoning: A Pre-Ordering Approach
Chao Zhao, Faeze Brahman, Tenghao Huang, Snigdha Chaturvedi
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-05-26
Leveraging Dependency Grammar for Fine-Grained Offensive Language Detection using Graph Convolutional Networks
Divyam Goel, Raksha Sharma
arXiv_CL
arXiv_CL
Embedding
Bert
RNN
Pose
Deep_Learning
Detection
CNN
PDF
2022-05-26
Grammar Detection for Sentiment Analysis through Improved Viterbi Algorithm
Surya Teja Chavali, Charan Tej Kandavalli, Sugash T M
arXiv_CL
arXiv_CL
Recognition
Speech
Emotion
Detection
Sentiment
PDF
2022-05-26
Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification
Yuexin Wu, Xiaolei Huang
arXiv_CL
arXiv_CL
Unsupervised
Reinforcement_Learning
Text_Classification
Pose
Classification
PDF
2022-05-26
Understanding Metrics for Paraphrasing
Omkar Patil, Rahul Singh, Tarun Joshi
arXiv_CL
arXiv_CL
Pose
Text_Generation
PDF
2022-05-25
BiT: Robustly Binarized Multi-distilled Transformer
Zechun Liu, Barlas Oguz, Aasish Pappu, Lin Xiao, Scott Yih, Meng Li, Raghuraman Krishnamoorthi, Yashar Mehdad
arXiv_CL
arXiv_CL
Transformer
Bert
Optimization
PDF
2022-05-25
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling
Kaitao Song, Yichong Leng, Xu Tan, Yicheng Zou, Tao Qin, Dongsheng Li
arXiv_CL
arXiv_CL
Transformer
Bert
Pose
Attention
Language_Model
PDF
2022-05-25
New Intent Discovery with Pre-training and Contrastive Learning
Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y.S. Lam
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Represenation_Learning
Pose
Contrastive_Learning
PDF
2022-05-25
Does Moral Code Have a Moral Code? Probing Delphi's Moral Philosophy
Kathleen C. Fraser, Svetlana Kiritchenko, Esma Balkir
arXiv_CL
arXiv_CL
Knowledge
PDF
2022-05-25
Would You Ask it that Way? Measuring and Improving Question Naturalness for Knowledge Graph Question Answering
Trond Linjordet, Krisztian Balog
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
QA
PDF
2022-05-25
Detecting Label Errors using Pre-Trained Language Models
Derek Chong, Jenny Hong, Christopher D. Manning
arXiv_CL
arXiv_CL
Language_Model
PDF
2022-05-25
Eliciting Transferability in Multi-task Learning with Task-level Mixture-of-Experts
Qinyuan Ye, Juan Zha, Xiang Ren
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
Classification
PDF
2022-05-25
Textual Backdoor Attacks with Iterative Trigger Injection
Jun Yan, Vansh Gupta, Xiang Ren
arXiv_CL
arXiv_CL
Speech
Pose
Detection
Sentiment
PDF
2022-05-25
Empathic Conversations: A Multi-level Dataset of Contextualized Conversations
Damilola Omitaomu, Shabnam Tafreshi, Tingting Liu, Sven Buechel, Chris Callison-Burch, Johannes Eichstaedt, Lyle Ungar, João Sedoc
arXiv_CL
arXiv_CL
Emotion
Action
PDF
2022-05-25
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation
Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang
arXiv_CL
arXiv_CL
Knowledge
Pose
Text_Generation
Inference
Language_Model
PDF
2022-05-25
Revisiting DocRED -- Addressing the Overlooked False Negative Problem in Relation Extraction
Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng
arXiv_CL
arXiv_CL
OCR
Pose
Action
Relation
Relation_Extraction
PDF
2022-05-25
Understanding Natural Language in Context
Avichai Levy, Erez Karpas
arXiv_CL
arXiv_CL
Knowledge
Face
Language_Model
QA
PDF
2022-05-25
ProsocialDialog: A Prosocial Backbone for Conversational Agents
Hyunwoo Kim, Youngjae Yu, Liwei Jiang, Ximing Lu, Daniel Khashabi, Gunhee Kim, Yejin Choi, Maarten Sap
arXiv_CL
arXiv_CL
Detection
Language_Model
PDF
2022-05-25
Obj2Sub: Unsupervised Conversion of Objective to Subjective Questions
Aarish Chhabra, Nandini Bansal, Venktesh V, Mukesh Mohania, Deep Dwivedi
arXiv_CL
arXiv_CL
Unsupervised
Pose
PDF
2022-05-25
Refining Query Representations for Dense Retrieval at Test Time
Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee
arXiv_CL
arXiv_CL
Gradient_Descent
Pose
Contrastive_Learning
QA
PDF
2022-05-25
ZeroGen$^+$: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning
Jiahui Gao, Renjie Pi, Yong Lin, Hang Xu, Jiacheng Ye, Zhiyong Wu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Pose
Classification
Language_Model
PDF
2022-05-25
Language Anisotropic Cross-Lingual Model Editing
Yang Xu, Yutai Hou, Wanxiang Che
arXiv_CL
arXiv_CL
Knowledge
Pose
Language_Model
PDF
2022-05-25
Evaluating Inclusivity, Equity, and Accessibility of NLP Technology: A Case Study for Indian Languages
Simran Khanuja, Sebastian Ruder, Partha Talukdar
arXiv_CL
arXiv_CL
Pose
Attention
PDF
2022-05-25
Training Language Models with Memory Augmentation
Zexuan Zhong, Tao Lei, Danqi Chen
arXiv_CL
arXiv_CL
Knowledge
Language_Model
PDF
2022-05-25
Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskenazi, Jeffrey P. Bigham
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Action
Detection
Few-Shot
Language_Model
PDF
2022-05-25
Discovering Language-neutral Sub-networks in Multilingual Language Models
Negar Foroutan, Mohammadreza Banaei, Remi Lebret, Antoine Bosselut, Karl Aberer
arXiv_CL
arXiv_CL
Bert
Language_Model
PDF
2022-05-25
QAMPARI: : An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs
Samuel Joseph Amouyal Ohad Rubin, Ori Yoran, Tomer Wolfson, Jonathan Herzig, Jonathan Berant
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
QA
PDF
2022-05-25
DialogZoo: Large-Scale Dialog-Oriented Task Learning
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
arXiv_CL
arXiv_CL
Knowledge
Self-Supervised
Pose
PDF
2022-05-25
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages
Kevin Heffernan, Onur Çelebi, Holger Schwenk
arXiv_CL
arXiv_CL
Represenation_Learning
Self-Supervised
NMT
PDF
2022-05-25
LEPUS: Prompt-based Unsupervised Multi-hop Reranking for Open-domain QA
Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang
arXiv_CL
arXiv_CL
Unsupervised
Language_Model
QA
PDF
2022-05-25
Investigating Lexical Replacements for Arabic-English Code-Switched Data Augmentation
Injy Hamed, Nizar Habash, Slim Abdennadher, Ngoc Thang Vu
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Speech_Recognition
Language_Model
PDF
2022-05-25
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation
Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Summarization
PDF
2022-05-25
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution
Shon Otmazgin, Arie Cattan, Yoav Goldberg
arXiv_CL
arXiv_CL
PDF
2022-05-25
Asking the Right Questions in Low Resource Template Extraction
Nils Holzenberger, Yunmo Chen, Benjamin Van Durme
arXiv_CL
arXiv_CL
Pose
Ontology
Action
QA
PDF
2022-05-25
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing
Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen
arXiv_CL
arXiv_CL
Face
Relation
PDF
2022-05-25
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification
Jędrzej Kozal, Michał Leś, Paweł Zyblewski, Paweł Ksieniewicz, Michał Woźniak
arXiv_CL
arXiv_CL
Transformer
Bert
Knowledge
Pose
Classification
Deep_Learning
Detection
PDF
2022-05-25
Exploring industrial safety knowledge via Zipf law
Zhenhua Wang, Ming Ren, Dong Gao, Zhuang Li
arXiv_CL
arXiv_CL
Knowledge
Review
Pose
Deep_Learning
Text_Generation
PDF
2022-05-25
Unbiased and Efficient Sampling of Dependency Trees
Miloš Stanojević
arXiv_CL
arXiv_CL
Pose
Inference
PDF
2022-05-25
Towards More Realistic Generation of Information-Seeking Conversations
Gangwoo Kim, Sungdong Kim, Kang Min Yoo, Jaewoo Kang
arXiv_CL
arXiv_CL
Knowledge
Pose
QA
PDF
2022-05-25
Intermediate Training on Question Answering Datasets Improves Generative Data Augmentation
Dheeraj Mekala, Tu Vu, Jingbo Shang
arXiv_CL
arXiv_CL
Zero-Shot
Classification
Sentiment
Few-Shot
Text_Generation
Language_Model
QA
PDF
2022-05-25
ORCA: Interpreting Prompted Language Models via Locating Supporting Data Evidence in the Ocean of Pretraining Data
Xiaochuang Han, Yulia Tsvetkov
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Pose
Sentiment
Language_Model
PDF
2022-05-25
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning
Soumya Sanyal, Zeyi Liao, Xiang Ren
arXiv_CL
arXiv_CL
Transformer
Bert
Pose
Language_Model
PDF
2022-05-25
Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation
Yanrui Du, Jing Yan, Yan Chen, Jing Liu, Sendong Zhao, Hua Wu, Haifeng Wang, Bing Qin
arXiv_CL
arXiv_CL
Adversarial
Pose
Relation
Prediction
PDF
2022-05-25
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators
Rilwan A. Adewoyin, Ritabrata Dutta, Yulan He
arXiv_CL
arXiv_CL
Pose
Relation
Language_Model
PDF
2022-05-25
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing
Nora Kassner, Fabio Petroni, Mikhail Plekhanov, Sebastian Riedel, Nicola Cancedda
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Knowledge
Pose
PDF
2022-05-25
Constrained Sampling from Language Models via Langevin Dynamics in Embedding Spaces
Sachin Kumar, Biswajit Paria, Yulia Tsvetkov
arXiv_CL
arXiv_CL
Embedding
Pose
Sentiment
Text_Generation
Language_Model
PDF
2022-05-25
RLPrompt: Optimizing Discrete Text Prompts With Reinforcement Learning
Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, Yihan Wang, Han Guo, Tianmin Shu, Meng Song, Eric P. Xing, Zhiting Hu
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Style_Transfer
Reinforcement_Learning
Bert
Optimization
Pose
Classification
Few-Shot
Language_Model
PDF
2022-05-25
ER-TEST: Evaluating Explanation Regularization Methods for NLP Models
Brihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren
arXiv_CL
arXiv_CL
Regularization
Pose
Language_Model
PDF
2022-05-25
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification
Dheeraj Mekala, Chengyu Dong, Jingbo Shang
arXiv_CL
arXiv_CL
Weakly_Supervised
Text_Classification
Pose
Classification
Prediction
PDF
2022-05-25
Segmenting Numerical Substitution Ciphers
Nada Aldarrab, Jonathan May
arXiv_CL
arXiv_CL
Segmentation
Pose
Language_Model
PDF
2022-05-25
TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation
Rongjie Huang, Zhou Zhao, Jinglin Liu, Huadai Liu, Yi Ren, Lichao Zhang, Jinzheng He
arXiv_CL
arXiv_CL
Enhancement
Represenation_Learning
Speech
Self-Supervised
Pose
Inference
PDF
2022-05-25
Machine Translation Robustness to Natural Asemantic Variation
Jacob Bremerman, Xiang Ren, Jonathan May
arXiv_CL
arXiv_CL
PDF
2022-05-25
Revisiting Calibration for Question Answering
Chenglei Si, Chen Zhao, Sewon Min, Jordan Boyd-Graber
arXiv_CL
arXiv_CL
Pose
Prediction
PDF
2022-05-25
Memorization in NLP Fine-tuning Methods
Fatemehsadat Mireshghallah, Archit Uniyal, Tianhao Wang, David Evans, Taylor Berg-Kirkpatrick
arXiv_CL
arXiv_CL
Action
Attention
Inference
Language_Model
PDF
2022-05-25
GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types
Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng
arXiv_CL
arXiv_CL
Pose
Action
PDF
2022-05-25
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona Diab
arXiv_CL
arXiv_CL
Knowledge
Speech
Detection
Few-Shot
PDF
2022-05-25
Fine-grained Contrastive Learning for Relation Extraction
William Hogan, Jiacheng Li, Jingbo Shang
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
Action
Relation
Relation_Extraction
Denoising
Language_Model
PDF
2022-05-25
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models
Barry Menglong Yao (1), Aditya Shah (2), Lichao Sun (3), Jin-Hee Cho (2), Lifu Huang (2) ((1) University at Buffalo, (2) Virginia Tech, (3) Lehigh University)
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-05-25
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents by Sampling Summary Views
Marcio Fonseca, Yftah Ziser, Shay B. Cohen
arXiv_CL
arXiv_CL
Salient
Summarization
PDF
2022-05-25
Leveraging Locality in Abstractive Text Summarization
Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed H. Awadallah, Dragomir Radev
arXiv_CL
arXiv_CL
Attention
Summarization
PDF
2022-05-25
Learning a Better Initialization for Soft Prompts via Meta-Learning
Yukun Huang, Kun Qian, Zhou Yu
arXiv_CL
arXiv_CL
Unsupervised
Pose
Few-Shot
Language_Model
PDF
2022-05-25
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI
Suzanna Sia, Anton Belyy, Amjad Almahairi, Madian Khabsa, Luke Zettlemoyer, Lambert Mathias
arXiv_CL
arXiv_CL
Pose
Few-Shot
Prediction
PDF
2022-05-25
R2D2: Robust Data-to-Text with Replacement Detection
Linyong Nan, Lorenzo Jaime Yu Flores, Yilun Zhao, Yixin Liu, Luke Benson, Weijin Zou, Dragomir Radev
arXiv_CL
arXiv_CL
Pose
Detection
Text_Generation
QA
PDF
2022-05-25
Improving CTC-based ASR Models with Gated Interlayer Collaboration
Yuting Yang, Yuke Li, Binbin Du
arXiv_CL
arXiv_CL
Embedding
Recognition
Speech
Pose
Action
Speech_Recognition
Inference
Language_Model
PDF
2022-05-25
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-tuning
Mozhdeh Gheini, Xuezhe Ma, Jonathan May
arXiv_CL
arXiv_CL
Transfer_Learning
Optimization
Knowledge
Pose
Language_Model
PDF
2022-05-25
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech
Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang, Vera Axelrod, Siddharth Dalmia, Jason Riesa, Clara Rivera, Ankur Bapna
arXiv_CL
arXiv_CL
Recognition
Speech
SLAM
Few-Shot
Speech_Recognition
PDF
2022-05-25
Generating Natural Language Proofs with Verifier-Guided Search
Kaiyu Yang, Jia Deng, Danqi Chen
arXiv_CL
arXiv_CL
PDF
2022-05-25
Towards Understanding Label Regularization for Fine-tuning Pre-trained Language Models
Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Ali Ghodsi, Pascal Poupart
arXiv_CL
arXiv_CL
Bert
Regularization
Knowledge
Language_Model
Prediction
PDF
2022-05-25
Learning Action Conditions from Instructional Manuals for Instruction Understanding
Te-Lin Wu, Caiqi Zhang, Qingyuan Hu, Alex Spangher, Nanyun Peng
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Action
Autonomous
Inference
PDF
2022-05-25
Counterfactual Data Augmentation improves Factuality of Abstractive Summarization
Dheeraj Rajagopal, Siamak Shakeri, Cicero Nogueira dos Santos, Eduard Hovy, Chung-Ching Chang
arXiv_CL
arXiv_CL
Summarization
Language_Model
PDF
2022-05-24
Linear Connectivity Reveals Generalization Strategies
Jeevesh Juneja, Rachit Bansal, Kyunghyun Cho, João Sedoc, Naomi Saphra
arXiv_CL
arXiv_CL
Transfer_Learning
Face
PDF
2022-05-24
FLUTE: Figurative Language Understanding and Textual Explanations
Tuhin Chakrabarty, Arkadiy Saakyan, Debanjan Ghosh, Smaranda Muresan
arXiv_CL
arXiv_CL
Transformer
Relation
Inference
Language_Model
PDF
2022-05-24
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT
James Lee-Thorp, Joshua Ainslie
arXiv_CL
arXiv_CL
Bert
Sparse
Inference
PDF
2022-05-24
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks
Yijun Tian, Chuxu Zhang, Zhichun Guo, Yihong Ma, Ronald Metoyer, Nitesh V. Chawla
arXiv_CL
arXiv_CL
Embedding
Represenation_Learning
Adversarial
Pose
Classification
Relation
Attention
Prediction
PDF
2022-05-24
MaskEval: Weighted MLM-Based Evaluation for Text Summarization and Simplification
Yu Lu Liu, Rachel Bawden, Thomas Scaliom, Benoît Sagot, Jackie Chi Kit Cheung
arXiv_CL
arXiv_CL
Relation
Attention
Summarization
Language_Model
PDF
2022-05-24
Continual-T0: Progressively Instructing 50+ Tasks to Language Models Without Forgetting
Thomas Scialom, Tuhin Chakrabarty, Smaranda Muresan
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Language_Model
PDF
2022-05-24
PLAtE: A Large-scale Dataset for List Page Web Extraction
Aidan San, Jan Bakus, Colin Lockard, David Ciemiewicz, Yangfeng Ji, Sandeep Atluri, Kevin Small, Heba Elfardy
arXiv_CL
arXiv_CL
Segmentation
Review
Pose
Action
Quantitative
Classification
PDF
2022-05-24
VoynaSlov: A Data Set of Russian Social Media Activity during the 2022 Ukraine-Russia War
Chan Young Park, Julia Mendelsohn, Anjalie Field, Yulia Tsvetkov
arXiv_CL
arXiv_CL
Face
Sentiment
Activity
PDF
2022-05-24
Learning to Model Editing Processes
Machel Reid, Graham Neubig
arXiv_CL
arXiv_CL
Style_Transfer
Pose
PDF
2022-05-24
Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint
Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Narges Tabari, Bingyuan Chen, Vibhor Gupta, Yike Guo
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
Text_Generation
Medical
PDF
2022-05-24
K-12BERT: BERT for K-12 education
Vasu Goel, Dhruv Sahnan, Venktesh V, Gaurav Sharma, Deep Dwivedi, Mukesh Mohania
arXiv_CL
arXiv_CL
Bert
Knowledge
Pose
Language_Model
PDF
2022-05-24
Certified Robustness Against Natural Language Attacks by Causal Intervention
Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang
arXiv_CL
arXiv_CL
Adversarial
Pose
Deep_Learning
Prediction
PDF
2022-05-24
Scoring Coreference Chains with Split-Antecedent Anaphors
Silviu Paun, Juntao Yu, Nafise Sadat Moosavi, Massimo Poesio
arXiv_CL
arXiv_CL
Pose
PDF
2022-05-24
Structured Prompt Tuning
Chi-Liang Liu, Hung-yi Lee, Wen-tau Yih
arXiv_CL
arXiv_CL
Embedding
Pose
PDF
2022-05-24
Adaptive multilingual speech recognition with pretrained models
Ngoc-Quan Pham, Alex Waibel, Jan Niehues
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Knowledge
Speech
Attention
Speech_Recognition
PDF
2022-05-24
Garden-Path Traversal within GPT-2
William Jurayj, William Rudman, Carsten Eickhoff
arXiv_CL
arXiv_CL
Transformer
Bert
Language_Model
PDF
2022-05-24
Policy Compliance Detection via Expression Tree Inference
Neema Kotonya, Andreas Vlachos, Majid Yazdani, Lambert Mathias, Marzieh Saeidi
arXiv_CL
arXiv_CL
Pose
Detection
Inference
PDF
2022-05-24
History Compression via Language Models in Reinforcement Learning
Fabian Paischer, Thomas Adler, Vihang Patil, Angela Bitto-Nemling, Markus Holzleitner, Sebastian Lehner, Hamid Eghbal-zadeh, Sepp Hochreiter
arXiv_CL
arXiv_CL
Transformer
Embedding
Reinforcement_Learning
Pose
Language_Model
PDF
2022-05-24
Interpretation Quality Score for Measuring the Quality of interpretability methods
Yuansheng Xie, Soroush Vosoughi, Saeed Hassanpour
arXiv_CL
arXiv_CL
Pose
PDF
2022-05-24
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
arXiv_CL
arXiv_CL
Transfer_Learning
Language_Model
PDF
2022-05-24
RevUp: Revise and Update Information Bottleneck for Event Representation
Mehdi Rezaee, Francis Ferraro
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
PDF
2022-05-24
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models
Da Yin, Hritik Bansal, Masoud Monajatipoor, Liunian Harold Li, Kai-Wei Chang
arXiv_CL
arXiv_CL
Bert
Knowledge
Relation
Language_Model
PDF
2022-05-24
Unsupervised Learning of Hierarchical Conversation Structure
Bo-Ru Lu, Yushi Hu, Hao Cheng, Noah A. Smith, Mari Ostendorf
arXiv_CL
arXiv_CL
Unsupervised
Summarization
PDF
2022-05-24
VIRATrustData: A Trust-Annotated Corpus of Human-Chatbot Conversations About COVID-19 Vaccines
Roni Friedman, João Sedoc, Shai Gretz, Assaf Toledo, Rose Weeks, Naor Bar-Zeev, Yoav Katz, Noam Slonim
arXiv_CL
arXiv_CL
Knowledge
Classification
Medical
QA
PDF
2022-05-24
Chunk-based Nearest Neighbor Machine Translation
Pedro Henrique Martins, Zita Marinho, André F. T. Martins
arXiv_CL
arXiv_CL
Pose
Language_Model
PDF
2022-05-24
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su
arXiv_CL
arXiv_CL
Recognition
PDF
2022-05-24
Beyond Fact Verification: Comparing and Contrasting Claims on Contentious Topics
Miyoung Ko, Ingyu Seong, Hwaran Lee, Joonsuk Park, Minsuk Chang, Minjoon Seo
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-05-24
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation
Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot, Holger Schwenk
arXiv_CL
arXiv_CL
Zero-Shot
Speech
PDF
2022-05-24
DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages
Gabriele Sarti, Arianna Bisazza, Ana Guerberof Arenas, Antonio Toral
arXiv_CL
arXiv_CL
NMT
PDF
2022-05-24
Principled Paraphrase Generation with Parallel Corpora
Aitor Ormazabal, Mikel Artetxe, Gorka Labaka, Aitor Soroa, Eneko Agirre
arXiv_CL
arXiv_CL
Adversarial
PDF
2022-05-24
EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start
Jonathan Mallinson, Jakub Adamek, Eric Malmi, Aliaksei Severyn
arXiv_CL
arXiv_CL
Inference
PDF
2022-05-24
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video Podcasts
Debjoy Saha, Shravan Nayak, Timo Baumann
arXiv_CL
arXiv_CL
Face_Detection
Recognition
Knowledge
Speech
Pose
Face
Detection
PDF
2022-05-24
Partial-input baselines show that NLI models can ignore context, but they don't
Neha Srikanth, Rachel Rudinger
arXiv_CL
arXiv_CL
Bert
Relation
Inference
PDF
2022-05-24
A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation -- through the Lens of Semantic Similarity Rating
Laura Zeidler, Juri Opitz, Anette Frank
arXiv_CL
arXiv_CL
Face
GAN
PDF
2022-05-24
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer
Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Zero-Shot
Knowledge
Pose
Few-Shot
PDF
2022-05-24
The Curious Case of Control
Elias Stengel-Eskin, Benjamin Van Durme
arXiv_CL
arXiv_CL
Relation
Language_Model
PDF
2022-05-24
GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation
Lunyiu Nie, Shulin Cao, Jiaxin Shi, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai
arXiv_CL
arXiv_CL
Pose
Few-Shot
QA
PDF
2022-05-24
RetroMAE: Pre-training Retrieval-oriented Transformers via Masked Auto-Encoder
Zheng Liu, Yingxia Shao
arXiv_CL
arXiv_CL
Transformer
Reconstruction
Embedding
Bert
Pose
PDF
2022-05-24
Analysing the Greek Parliament Records with Emotion Classification
John Pavlopoulos, Vanessa Lislevand
arXiv_CL
arXiv_CL
Transformer
Speech
Emotion
Classification
Sentiment
Language_Model
PDF
2022-05-24
Multi-Level Modeling Units for End-to-End Mandarin Speech Recognition
Yuting Yang, Binbin Du, Yuke Li
arXiv_CL
arXiv_CL
Transformer
Recognition
Speech
Speech_Recognition
Inference
Language_Model
PDF
2022-05-24
Word-order typology in Multilingual BERT: A case study in subordinate-clause detection
Dmitry Nikolaev, Sebastian Padó
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Action
Detection
PDF
2022-05-24
Universal Dependency Treebank for Odia Language
Shantipriya Parida, Kalyanamalini Sahoo, Atul Kr. Ojha, Saraswati Sahoo, Satya Ranjan Dash, Bijayalaxmi Dash
arXiv_CL
arXiv_CL
PDF
2022-05-24
Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy
Shai Gretz, Assaf Toledo, Roni Friedman, Dan Lahav, Rose Weeks, Naor Bar-Zeev, João Sedoc, Pooja Sangha, Yoav Katz, Noam Slonim
arXiv_CL
arXiv_CL
PDF
2022-05-24
Attentional Mixtures of Soft Prompt Tuning for Parameter-efficient Multi-task Knowledge Sharing
Akari Asai, Mohammadreza Salehi, Matthew E. Peters, Hannaneh Hajishirzi
arXiv_CL
arXiv_CL
Knowledge
Attention
Language_Model
PDF
2022-05-24
Building an Effective Automated Assessment System for C/C++ Introductory Programming Courses in ODL Environment
Muhammad Salman Khan, Adnan Ahmad, Muhammad Humayoun
arXiv_CL
arXiv_CL
Knowledge
PDF
2022-05-24
Accuracy on In-Domain Samples Matters When Building Out-of-Domain detectors: A Reply to Marek et al.
Yinhe Zheng, Guanyi Chen
arXiv_CL
arXiv_CL
Regularization
Adversarial
Pose
Detection
Object_Detection
GAN
PDF
2022-05-24
Building a Dialogue Corpus Annotated with Expressed and Experienced Emotions
Tatsuya Ide, Daisuke Kawahara
arXiv_CL
arXiv_CL
Recognition
Pose
Emotion
PDF
2022-05-24
A Paradigm Change for Formal Syntax: Computational Algorithms in the Grammar of English
Anat Ninio
arXiv_CL
arXiv_CL
Face
PDF
2022-05-24
Lutma: a Frame-Making Tool for Collaborative FrameNet Development
Tiago Timponi Torrent, Arthur Lorenzi, Ely Edison da Silva Matos, Frederico Belcavello, Marcelo Viridiano, Maucha Andrade Gamonal
arXiv_CL
arXiv_CL
Language_Model
PDF
2022-05-24
Charon: a FrameNet Annotation Tool for Multimodal Corpora
Frederico Belcavello, Marcelo Viridiano, Ely Edison Matos, Tiago Timponi Torrent
arXiv_CL
arXiv_CL
Face
PDF
2022-05-24
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model
Sosuke Kobayashi, Shun Kiyono, Jun Suzuki, Kentaro Inui
arXiv_CL
arXiv_CL
Pose
Prediction
PDF
2022-05-24
Lack of Fluency is Hurting Your Translation Model
Jaehyo Yoo, Jaewoo Kang
arXiv_CL
arXiv_CL
Pose
PDF
2022-05-24
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations
Jaehun Jung, Lianhui Qin, Sean Welleck, Faeze Brahman, Chandra Bhagavatula, Ronan Le Bras, Yejin Choi
arXiv_CL
arXiv_CL
Unsupervised
Relation
Inference
Language_Model
QA
PDF
2022-05-24
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat
Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu
arXiv_CL
arXiv_CL
Pose
Emotion
Classification
Prediction
PDF
2022-05-24
Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models
Terra Blevins, Hila Gonen, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Language_Model
PDF
2022-05-24
BabyBear: Cheap inference triage for expensive language models
Leila Khalili, Yao You, John Bohannon
arXiv_CL
arXiv_CL
Transformer
Recognition
Classification
Deep_Learning
Inference
Language_Model
Prediction
PDF
2022-05-24
From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering
Xin-Yi Li, Wei-Jun Lei, Yu-Bin Yang
arXiv_CL
arXiv_CL
Pose
QA
PDF
2022-05-24
A Survey on Neural Open Information Extraction: Current Status and Future Directions
Shaowen Zhou, Bowen Yu, Aixin Sun, Cheng Long, Jingyang Li, Jian Sun
arXiv_CL
arXiv_CL
Knowledge
Review
Pose
Survey
Action
Deep_Learning
Relation
PDF
2022-05-24
Workflow Discovery from Dialogues in the Low Data Regime
Amine El Hattami, Stefania Raimondo, Issam Laradji, David Vazquez, Pau Rodriguez, Chris Pal
arXiv_CL
arXiv_CL
Transformer
Tracking
Zero-Shot
Pose
Action
Few-Shot
GAN
PDF
2022-05-23
Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions
Emily Allaway, Jena D. Hwang, Chandra Bhagavatula, Kathleen McKeown, Doug Downey, Yejin Choi
arXiv_CL
arXiv_CL
Knowledge
Few-Shot
Inference
Language_Model
PDF
2022-05-23
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?
Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha
arXiv_CL
arXiv_CL
Transformer
NAS
Embedding
Bert
Optimization
Pose
Language_Model
PDF
2022-05-23
A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature
Sara Lafia, Lizhou Fan, Libby Hemphill
arXiv_CL
arXiv_CL
Recognition
Review
PDF
2022-05-23
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer
Javier Ferrando, Gerard I. Gállego, Belen Alastruey, Carlos Escolano, Marta R. Costa-jussà
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Prediction
PDF
2022-05-23
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment
Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris Papailiopoulos, Kangwook Lee
arXiv_CL
arXiv_CL
Embedding
Unsupervised
OCR
Pose
PDF
2022-05-23
On Measuring Social Biases in Prompt-Based Multi-Task Learning
Afra Feyza Akyürek, Sejin Paik, Muhammed Yusuf Kocyigit, Seda Akbiyik, Şerife Leman Runyun, Derry Wijaya
arXiv_CL
arXiv_CL
Inference
Language_Model
PDF
2022-05-23
Improving language models fine-tuning with representation consistency targets
Anastasia Razdaibiedina, Vivek Madan, Zohar Karnin, Ashish Khetan, Vishaal Kapoor
arXiv_CL
arXiv_CL
Regularization
Pose
Language_Model
PDF
2022-05-23
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies
Anish Saha, Amith Ananthram, Emily Allaway, Heng Ji, Kathleen McKeown
arXiv_CL
arXiv_CL
Unsupervised
Weakly_Supervised
Pose
PDF
2022-05-23
Challenges in Measuring Bias via Open-Ended Language Generation
Afra Feyza Akyürek, Muhammed Yusuf Kocyigit, Sejin Paik, Derry Wijaya
arXiv_CL
arXiv_CL
Pose
Language_Model
Recommendation
PDF
2022-05-23
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models
Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky
arXiv_CL
arXiv_CL
Style_Transfer
Zero-Shot
Pose
Few-Shot
Language_Model
PDF
2022-05-23
Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond