Summarization

2022-11-30 BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch? Joel Niklaus, Daniele Giofré arXiv_AI arXiv_AI Transformer Pose Detection Summarization Medical Language_Model PDF
2022-11-30 Spatio-Temporal Crop Aggregation for Video Representation Learning Sepehr Sameni, Simon Jenni, Paolo Favaro arXiv_CV arXiv_CV Embedding Transfer_Learning Sparse Represenation_Learning Self-Supervised Pose Action Classification Summarization Inference Prediction PDF
2022-11-29 Few-shot Query-Focused Summarization with Prefix-Merging Ruifeng Yuan, Zili Wang, Ziqiang Cao, Wenjie Li arXiv_AI arXiv_AI Knowledge Pose Few-Shot Summarization PDF
2022-11-29 Zero-Shot Opinion Summarization with GPT-3 Adithya Bhaskar, Alexander R. Fabbri, Greg Durrett arXiv_CL arXiv_CL Zero-Shot Salient Review Action Summarization Language_Model PDF
2022-11-27 Unsupervised Opinion Summarisation in the Wasserstein Space Jiayu Song, Iman Munire Bilal, Adam Tsakalidis, Rob Procter, Maria Liakata arXiv_AI arXiv_AI Transformer Unsupervised Review Summarization PDF
2022-11-25 Comparison Study Between Token Classification and Sequence Classification In Text Classification Amir Jafari arXiv_CL arXiv_CL Transformer Unsupervised Text_Classification Classification Summarization Language_Model Prediction PDF
2022-11-22 HaRiM$^+$: Evaluating Summary Quality with Hallucination Risk Seonil Son, Junsoo Park, Jeong-in Hwang, Junghwa Lee, Hyungjong Noh, Yeonsoo Lee arXiv_CL arXiv_CL Pose Relation Summarization QA PDF
2022-11-22 Best-$k$ Search Algorithm for Neural Text Generation Jiacheng Xu, Caiming Xiong, Silvio Savarese, Yingbo Zhou arXiv_CL arXiv_CL Pose Summarization Text_Generation PDF
2022-11-19 Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization David Adams, Gandharv Suri, Yllias Chali arXiv_CL arXiv_CL Zero-Shot Pose Deep_Learning Few-Shot Summarization Language_Model PDF
2022-11-18 GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Junyi Bian, Xiaodi Huang, Hong Zhou, Shanfeng Zhu arXiv_CL arXiv_CL Reinforcement_Learning Pose GAN Summarization PDF
2022-11-18 Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization Zongshang Pang, Yuta Nakashima, Mayu Otani, Hajime Nagahara arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Classification Summarization Image_Classification PDF
2022-11-17 Summarizing Community-based Question-Answer Pairs Ting-Yao Hsu, Yoshi Suhara, Xiaolan Wang arXiv_AI arXiv_AI Pose Summarization QA PDF
2022-11-17 UniSumm: Unified Few-shot Summarization with Multi-Task Pre-Training and Prefix-Tuning Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang arXiv_CL arXiv_CL Transformer Knowledge Pose Few-Shot Summarization PDF
2022-11-17 Abstractive Summarization Guided by Latent Hierarchical Document Structure Yifu Qiu, Shay B. Cohen arXiv_CL arXiv_CL Sparse Salient Pose Attention Summarization PDF
2022-11-16 Noisy Pairing and Partial Supervision for Opinion Summarization Hayate Iso, Xiaolan Wang, Yoshi Suhara arXiv_CL arXiv_CL Weakly_Supervised Review Pose Attention Summarization PDF
2022-11-15 Toward expanding the scope of radiology report summarization to multiple anatomies and modalities Jean-Benoit Delbrouck, Maya Varma, Curtis P. Langlotz arXiv_CL arXiv_CL Knowledge Pose Face Summarization PDF
2022-11-15 ED-FAITH: Evaluating Dialogue Summarization on Faithfulness Sicong Huang, Asli Celikyilmaz, Haoran Li arXiv_CL arXiv_CL Zero-Shot Pose Summarization Language_Model PDF
2022-11-15 Evaluating the Factual Consistency of Large Language Models Through Summarization Derek Tam, Anisha Mascarenhas, Shiyue Zhang, Sarah Kwan, Mohit Bansal, Colin Raffel arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2022-11-15 AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation Hayate Iso arXiv_CL arXiv_CL Action Summarization Text_Generation PDF
2022-11-15 Agent-State Construction with Auxiliary Inputs Ruo Yu Tao, Adam White, Marlos C. Machado arXiv_AI arXiv_AI Reinforcement_Learning RNN Action Summarization PDF
2022-11-14 Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky arXiv_CL arXiv_CL Style_Transfer Summarization Text_Generation PDF
2022-11-14 Towards Understanding Omission in Dialogue Summarization Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Tao Gui, Qi Zhang, Dongsheng Li arXiv_CL arXiv_CL Pose Action Detection Summarization PDF
2022-11-12 A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges Yunpeng Qing, Shunyu Liu, Jie Song, Mingli Song arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Review Pose Survey Deep_Learning Summarization PDF
2022-11-11 Improving Factual Consistency in Summarization with Compression-Based Post-Editing Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong arXiv_CL arXiv_CL Pose Summarization PDF
2022-11-10 CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing Divyansh Agarwal, Alexander R. Fabbri, Simeng Han, Wojciech Kryscinski, Faisal Ladhak, Bryan Li, Kathleen McKeown, Dragomir Radev, Tianyi Zhang, Sam Wiseman arXiv_CL arXiv_CL Pose Summarization PDF
2022-11-10 Climate Policy Tracker: Pipeline for automated analysis of public climate policies Artur Żółkowski, Mateusz Krzyziński, Piotr Wilczyński, Stanisław Giziński, Emilia Wiśnios, Bartosz Pieliński, Julian Sienkiewicz, Przemysław Biecek arXiv_CL arXiv_CL Summarization PDF
2022-11-09 MACSum: Controllable Summarization with Mixed Attributes Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang arXiv_CL arXiv_CL Pose Summarization PDF
2022-11-09 Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection Hardy Hardy, Miguel Ballesteros, Faisal Ladhak, Muhammad Khalifa, Vittorio Castelli, Kathleen McKeown arXiv_CL arXiv_CL Action Summarization PDF
2022-11-09 Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document Chen Lin, Ye Liu, Siyu An, Di Yin arXiv_CL arXiv_CL Embedding Unsupervised Salient Pose Action Summarization Language_Model PDF
2022-11-08 Review of coreference resolution in English and Persian Hassan Haji Mohammadi, Alireza Talebpour, Ahmad Mahmoudi Aznaveh, Samaneh Yazdani arXiv_CL arXiv_CL Review Action Deep_Learning Summarization PDF
2022-11-08 Conciseness: An Overlooked Language Task Felix Stahlberg, Aashish Kumar, Chris Alberti, Shankar Kumar arXiv_CL arXiv_CL Transformer Zero-Shot Pose Summarization Language_Model PDF
2022-11-06 Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions Yang Zhong, Diane Litman arXiv_CL arXiv_CL Unsupervised Knowledge Pose Summarization PDF
2022-11-04 Evaluating and Improving Factuality in Multimodal Abstractive Summarization David Wan, Mohit Bansal arXiv_CV arXiv_CV Reinforcement_Learning Bert Zero-Shot Pose Detection Relation Summarization PDF
2022-11-03 Time-aware Prompting for Text Generation Shuyang Cao, Lu Wang arXiv_CL arXiv_CL Summarization Text_Generation PDF
2022-11-03 Latent Prompt Tuning for Text Summarization Yubo Zhang, Xingxing Zhang, Xun Wang, Si-qing Chen, Furu Wei arXiv_CL arXiv_CL Pose Contrastive_Learning Summarization Inference PDF
2022-11-03 Revisiting Grammatical Error Correction Evaluation and Beyond Peiyuan Gong, Xuebo Liu, Heyan Huang, Min Zhang arXiv_CL arXiv_CL Bert Knowledge Pose Relation Attention Summarization PDF
2022-11-01 Preserving In-Context Learning ability in Large Language Model Fine-tuning Yihan Wang, Si Si, Daliang Li, Michal Lukasik, Felix Yu, Cho-Jui Hsieh, Inderjit S Dhillon, Sanjiv Kumar arXiv_CL arXiv_CL Pose Classification Few-Shot Summarization Inference Language_Model PDF
2022-11-01 FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu arXiv_CL arXiv_CL Adversarial Pose Summarization PDF
2022-11-01 CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies Irfan Al-Hussaini, Davi Nakajima An, Albert J. Lee, Sarah Bi, Cassie S. Mitchell arXiv_AI arXiv_AI Transformer Recognition Bert Pose Face Detection Summarization Language_Model Prediction PDF
2022-10-31 Leveraging Pre-trained Models for Failure Analysis Triplets Generation Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet, Jerome Adrian arXiv_CL arXiv_CL Transformer Bert RNN Action Attention Summarization Language_Model PDF
2022-10-31 Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency Yanzhu Guo, Chloé Clavel, Moussa Kamal Eddine, Michalis Vazirgiannis arXiv_CL arXiv_CL Attention Summarization PDF
2022-10-30 DiffusER: Discrete Diffusion via Edit-based Reconstruction Machel Reid, Vincent J. Hellendoorn, Graham Neubig arXiv_CL arXiv_CL Reconstruction Style_Transfer Denoising Summarization Text_Generation PDF
2022-10-30 How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan arXiv_CL arXiv_CL Summarization PDF
2022-10-29 XNOR-FORMER: Learning Accurate Approximations in Long Speech Transformers Roshan Sharma, Bhiksha Raj arXiv_CL arXiv_CL Transformer Recognition Speech Attention Summarization Speech_Recognition PDF
2022-10-28 Toward Unifying Text Segmentation and Long Document Summarization Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Fei Liu, Dong Yu arXiv_CL arXiv_CL Segmentation Optimization Summarization PDF
2022-10-28 Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents Domenic Rosati arXiv_CL arXiv_CL Summarization PDF
2022-10-28 Fuzzy Logic Model for Predicting the Heat Index Nnamdi Uzoukwu, Acep Purqon arXiv_AI arXiv_AI Summarization Inference Prediction PDF
2022-10-27 Improving abstractive summarization with energy-based re-ranking Diogo Pernes, Afonso Mendes, André F.T. Martins arXiv_AI arXiv_AI Pose Relation Summarization PDF
2022-10-27 He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues Amanda Bertsch, Graham Neubig, Matthew R. Gormley arXiv_CL arXiv_CL Style_Transfer Zero-Shot Emotion Summarization PDF
2022-10-26 Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang arXiv_CL arXiv_CL Zero-Shot Few-Shot Summarization Language_Model PDF
2022-10-26 Analyzing Multi-Task Learning for Abstractive Text Summarization Frederic Kirstein, Jan Philip Wahle, Terry Ruas, Bela Gipp arXiv_AI arXiv_AI Summarization Inference PDF
2022-10-26 SentBS: Sentence-level Beam Search for Controllable Summarization Chenhui Shen, Liying Cheng, Lidong Bing, Yang You, Luo Si arXiv_CL arXiv_CL Pose Summarization Text_Generation PDF
2022-10-26 Residual Learning of Neural Text Generation with $n$-gram Language Model Huayang Li, Deng Cai, Jin Xu, Taro Watanabe arXiv_AI arXiv_AI Knowledge Pose Summarization Text_Generation Language_Model PDF
2022-10-25 Universal Evasion Attacks on Summarization Scoring Wenchuan Mu, Kwan Hui Lim arXiv_CL arXiv_CL Bert Pose Summarization PDF
2022-10-25 CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization Hossein Rajaby Faghihi, Bashar Alhafni, Ke Zhang, Shihao Ran, Joel Tetreault, Alejandro Jaimes arXiv_CL arXiv_CL Action Summarization PDF
2022-10-25 Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation Melanie Sclar, Peter West, Sachin Kumar, Yulia Tsvetkov, Yejin Choi arXiv_AI arXiv_AI Knowledge Pose Summarization Language_Model PDF
2022-10-24 LANS: Large-scale Arabic News Summarization Corpus Abdulaziz Alhamadani, Xuchao Zhang, Jianfeng He, Chang-Tien Lu arXiv_CL arXiv_CL Summarization PDF
2022-10-24 Controlled Text Reduction Aviv Slobodkin, Paul Roit, Eran Hirsch, Ori Ernst, Ido Dagan arXiv_CL arXiv_CL Pose Summarization PDF
2022-10-24 EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain Dennis Aumiller, Ashish Chouhan, Michael Gertz arXiv_CL arXiv_CL Pose Action Summarization PDF
2022-10-24 Mutual Information Alleviates Hallucinations in Abstractive Summarization Liam van der Poel, Ryan Cotterell, Clara Meister arXiv_CL arXiv_CL Bert Pose Summarization PDF
2022-10-23 How 'Multi' is Multi-Document Summarization? Ruben Wolhandler, Arie Cattan, Ori Ernst, Ido Dagan arXiv_CL arXiv_CL Pose Summarization PDF
2022-10-22 On the Limitations of Reference-Free Evaluations of Generated Text Daniel Deutsch, Rotem Dror, Dan Roth arXiv_CL arXiv_CL Summarization PDF
2022-10-22 Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts Hongli Zhan, Tiberiu Sosea, Cornelia Caragea, Junyi Jessy Li arXiv_CL arXiv_CL Emotion Detection Summarization PDF
2022-10-22 ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal arXiv_CL arXiv_CL Summarization PDF
2022-10-22 Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance Abhishek Agarwal, Shanshan Xu, Matthias Grabmair arXiv_CL arXiv_CL Pose Quantitative Summarization PDF
2022-10-22 Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling Vidhisha Balachandran, Hannaneh Hajishirzi, William Cohen, Yulia Tsvetkov arXiv_CL arXiv_CL Adversarial Pose Quantitative Summarization Language_Model PDF
2022-10-22 P$^3$LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training Junwei Bao, Yifan Wang, Jiangyong Ying, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He arXiv_CL arXiv_CL Transformer Pose Face Attention Summarization Language_Model PDF
2022-10-22 Salience Allocation as Guidance for Abstractive Summarization Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu arXiv_AI arXiv_AI Salient Pose Summarization PDF
2022-10-21 Analyzing and Evaluating Faithfulness in Dialogue Summarization Bin Wang, Chen Zhang, Yan Zhang, Yiming Chen, Haizhou Li arXiv_CL arXiv_CL Summarization PDF
2022-10-21 Video Summarization Overview Mayu Otani, Yale Song, Yang Wang arXiv_CV arXiv_CV Pose Survey Deep_Learning Summarization PDF
2022-10-19 Cluster and Aggregate: Face Recognition with Large Probe Set Minchul Kim, Feng Liu, Anil Jain, Xiaoming Liu arXiv_AI arXiv_AI Recognition Pose Face Relation Face_Recognition Attention Summarization Inference PDF
2022-10-19 Tourist Guidance Robot Based on HyperCLOVA Takato Yamazaki, Katsumasa Yoshikawa, Toshiki Kawamoto, Masaya Ohagi, Tomoya Mizumoto, Shuta Ichimura, Yusuke Kida, Toshinori Sato arXiv_CL arXiv_CL Recognition Speech Pose Summarization Speech_Recognition PDF
2022-10-19 Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation Botao Yu, Peiling Lu, Rui Wang, Wei Hu, Xu Tan, Wei Ye, Shikun Zhang, Tao Qin, Tie-Yan Liu arXiv_AI arXiv_AI Transformer Pose Relation Attention Summarization PDF
2022-10-18 Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu arXiv_CL arXiv_CL Salient Survey Relation Attention Summarization PDF
2022-10-18 Summary Workbench: Unifying Application and Evaluation of Text Summarization Models Shahbaz Syed, Dominik Schwabe, Martin Potthast arXiv_CL arXiv_CL Summarization PDF
2022-10-17 Leveraging Non-dialogue Summaries for Dialogue Summarization Seongmin Park, Dongchan Shin, Jihwa Lee arXiv_AI arXiv_AI Few-Shot Summarization PDF
2022-10-17 Social Biases in Automatic Evaluation Metrics for NLG Mingqi Gao, Xiaojun Wan arXiv_AI arXiv_AI Image_Caption Embedding Pose Relation Summarization Text_Generation Caption Language_Model PDF
2022-10-17 Towards Summary Candidates Fusion Mathieu Ravaut, Shafiq Joty, Nancy F. Chen arXiv_CL arXiv_CL Pose Few-Shot Summarization PDF
2022-10-15 Improving Radiology Summarization with Radiograph and Anatomy Prompts Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang arXiv_AI arXiv_AI Pose Contrastive_Learning Attention Summarization PDF
2022-10-14 A Survey of Parameters Associated with the Quality of Benchmarks in NLP Swaroop Mishra, Anjana Arunkumar, Chris Bryan, Chitta Baral arXiv_CV arXiv_CV Survey Action Summarization PDF
2022-10-14 Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation Abhay Shukla, Paheli Bhattacharya, Soham Poddar, Rajdeep Mukherjee, Kripabandhu Ghosh, Pawan Goyal, Saptarshi Ghosh arXiv_CL arXiv_CL Transformer Unsupervised Summarization PDF
2022-10-14 Can Language Representation Models Think in Bets? Zhisheng Tang, Mayank Kejriwal arXiv_AI arXiv_AI Transformer Summarization PDF
2022-10-13 Towards a Unified Multi-Dimensional Evaluator for Text Generation Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Relation Summarization Text_Generation QA PDF
2022-10-13 LSG Attention: Extrapolation of pretrained Transformers to long sequences Charles Condevaux, Sébastien Harispe arXiv_CL arXiv_CL Transformer Sparse Pose Classification Attention Summarization PDF
2022-10-13 Shortcomings of Question Answering Based Factuality Frameworks for Error Localization Ryo Kamoi, Tanya Goyal, Greg Durrett arXiv_CL arXiv_CL Pose Summarization QA PDF
2022-10-12 Improving Graph-Based Text Representations with Character and Word Level N-grams Wenzhe Li, Nikolaos Aletras arXiv_CL arXiv_CL Text_Classification Represenation_Learning Pose Classification Summarization PDF
2022-10-11 Enriching Biomedical Knowledge for Low-resource Language Through Translation Long Phan, Tai Dang, Hieu Tran, Vy Phan, Lam D. Chau, Trieu H. Trinh arXiv_AI arXiv_AI Transformer Knowledge Summarization Medical PDF
2022-10-11 CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking Haoning Zhang, Junwei Bao, Haipeng Sun, Huaishao Luo, Wenye Li, Shuguang Cui arXiv_CL arXiv_CL Tracking Knowledge Self-Supervised Pose Few-Shot Summarization PDF
2022-10-10 Hierarchical3D Adapters for Long Video-to-text Summarization Pinelopi Papalampidi, Mirella Lapata arXiv_CL arXiv_CL 3D Summarization PDF
2022-10-10 Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin arXiv_CV arXiv_CV Segmentation Pose Action Summarization PDF
2022-10-10 Readability Controllable Biomedical Document Summarization Zheheng Luo, Qianqian Xie, Sophia Ananiadou arXiv_CL arXiv_CL Recognition Knowledge Pose Attention Summarization Medical Language_Model PDF
2022-10-09 HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang, Xiao Liu, Jiawei Zhang arXiv_CL arXiv_CL Transformer Pose Relation Summarization PDF
2022-10-08 EDU-level Extractive Summarization with Varying Summary Lengths Yuping Wu, Ching-Hsun Tseng, Jiayu Shang, Shengzhong Mao, Goran Nenadic, Xiao-Jun Zeng arXiv_CL arXiv_CL Salient Pose Summarization PDF
2022-10-06 Just ClozE! A Fast and Simple Method for Evaluating the Factual Consistency in Abstractive Summarization Yiyang Li, Lei Li, Qing Yang, Marina Litvak, Natalia Vanetik, Dingxin Hu, Yuze Li, Yanquan Zhou, Dongliang Xu, Xuanyu Zhang arXiv_AI arXiv_AI Pose Attention Summarization Language_Model QA PDF
2022-10-06 Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan arXiv_CL arXiv_CL Transformer Summarization Medical PDF
2022-10-04 Towards Improving Faithfulness in Abstractive Summarization Xiuying Chen, Mingzhe Li, Xin Gao, Xiangliang Zhang arXiv_CL arXiv_CL Pose Attention Summarization Language_Model QA PDF
2022-10-03 Probing of Quantitative Values in Abstractive Summarization Models Nathan M. White arXiv_CL arXiv_CL Embedding Bert Pose Quantitative Summarization PDF
2022-09-30 Calibrating Sequence likelihood Improves Conditional Language Generation Yao Zhao, Misha Khalman, Rishabh Joshi, Shashi Narayan, Mohammad Saleh, Peter J. Liu arXiv_CL arXiv_CL Sparse Summarization Text_Generation Inference Language_Model PDF
2022-09-30 Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Ren, Jiaming Luo, Yao Zhao, Kundan Krishna, Mohammad Saleh, Balaji Lakshminarayanan, Peter J. Liu arXiv_CL arXiv_CL Classification Detection Summarization Language_Model Prediction PDF
2022-09-30 A Closer Look at Temporal Ordering in the Segmentation of Instructional Videos Anil Batra, Shreyank Gowda, Laura Sevilla-Lara, Frank Keller arXiv_CV arXiv_CV Segmentation Pose Summarization Matching PDF
2022-09-30 Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole arXiv_CL arXiv_CL Knowledge Self-Supervised Summarization Medical Matching PDF
2022-09-29 COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xuanjing Huang, Xipeng Qiu arXiv_CL arXiv_CL Pose Contrastive_Learning Summarization Inference PDF
2022-09-29 Bidirectional Language Models Are Also Few-shot Learners Ajay Patel, Bryan Li, Mohammad Sadegh Rasooli, Noah Constant, Colin Raffel, Chris Callison-Burch arXiv_CL arXiv_CL Transformer Transfer_Learning Zero-Shot Few-Shot Denoising Summarization Language_Model PDF
2022-09-28 ArNLI: Arabic Natural Language Inference for Entailment and Contradiction Detection Khloud Al Jallad, Nada Ghneim arXiv_AI arXiv_AI Pose Detection Summarization Inference Language_Model PDF
2022-09-28 Structured Summarization: Unified Text Segmentation and Segment Labeling as a Generation Task Hakan Inan, Rashi Rungta, Yashar Mehdad arXiv_CL arXiv_CL Segmentation Unsupervised Pose Summarization PDF
2022-09-27 WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander Gelbukh arXiv_CL arXiv_CL Text_Classification Salient Knowledge Knowledge_Graph Contrastive_Learning Classification Sentiment Summarization PDF
2022-09-26 Text Summarization with Oracle Expectation Yumo Xu, Mirella Lapata arXiv_CL arXiv_CL Zero-Shot Pose Summarization PDF
2022-09-26 News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal, Junyi Jessy Li, Greg Durrett arXiv_CL arXiv_CL Zero-Shot Pose Few-Shot Summarization QA PDF
2022-09-24 Controllable Text Generation for Open-Domain Creativity and Fairness Nanyun Peng arXiv_AI arXiv_AI Knowledge Face Summarization Text_Generation Language_Model PDF
2022-09-24 A Focused Study on Sequence Length for Dialogue Summarization Bin Wang, Chen Zhang, Chengwei Wei, Haizhou Li arXiv_CL arXiv_CL Salient Summarization Prediction PDF
2022-09-21 Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Swarnadeep Saha, Shiyue Zhang, Peter Hase, Mohit Bansal arXiv_AI arXiv_AI Pose Summarization PDF
2022-09-21 Extreme Multi-Domain, Multi-Task Learning With Unified Text-to-Text Transfer Transformers Adebayo Oshingbesan, Courage Ekoh, Germann Atakpa, Yonah Byaruagaba arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Knowledge Relation Summarization PDF
2022-09-21 Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong, Anchit Gupta, Shubham Toshniwal, Yashar Mehdad, Wen-tau Yih arXiv_CL arXiv_CL Transformer Optimization Pose Attention Summarization Prediction QA PDF
2022-09-20 Exploring Optimal Granularity for Extractive Summarization of Unstructured Health Records: Analysis of the Largest Multi-Institutional Archive of Health Records in Japan Kenichiro Ando, Takashi OkumuraID, Mamoru Komachi, Hiromasa Horiguchi, Yuji Matsumoto arXiv_CL arXiv_CL Pose Summarization Medical PDF
2022-09-18 Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions Murad Tukan, Loay Mualem, Alaa Maalouf arXiv_AI arXiv_AI Summarization PDF
2022-09-17 Survey of Query-based Text Summarization Hang Yu arXiv_CL arXiv_CL Knowledge Survey Summarization PDF
2022-09-17 Selective Token Generation for Few-shot Natural Language Generation Daejin Jo, Taehwan Kwon, Eun-Sol Kim, Sungwoong Kim arXiv_CL arXiv_CL Reinforcement_Learning Knowledge Pose Few-Shot Summarization Text_Generation Inference Language_Model PDF
2022-09-15 Distribution Aware Metrics for Conditional Natural Language Generation David M Chan, Yiming Ni, Austin Myers, Sudheendra Vijayanarasimhan, David A Ross, John Canny arXiv_CV arXiv_CV Recognition Speech Pose Summarization Speech_Recognition Caption Matching PDF
2022-09-15 Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi arXiv_CL arXiv_CL Unsupervised Represenation_Learning Review Pose Summarization PDF
2022-09-14 ESSumm: Extractive Speech Summarization from Untranscribed Meeting Jun Wang arXiv_CL arXiv_CL Unsupervised Recognition Speech Self-Supervised Pose Summarization Speech_Recognition CNN PDF
2022-09-14 PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-Summarization Shreyas Fadnavis, Amit Dhurandhar, Raquel Norel, Jenna M Reinen, Carla Agurto, Erica Secchettin, Vittorio Schweiger, Giovanni Perini, Guillermo Cecchi arXiv_AI arXiv_AI Pose Face Classification Detection Summarization Language_Model PDF
2022-09-13 Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization Congbo Ma, Wei Emma Zhang, Pitawelayalage Dasun Dileepa Pitawela, Yutong Qu, Haojie Zhuang, Hu Wang arXiv_CL arXiv_CL Transformer Pose Relation Summarization PDF
2022-09-12 CSL: A Large-scale Chinese Scientific Literature Dataset Yudong Li, Yuqing Zhang, Zhe Zhao, Linlin Shen, Weijie Liu, Weiquan Mao, Hui Zhang arXiv_CL arXiv_CL Text_Classification Knowledge Classification Summarization PDF
2022-09-10 Harnessing Abstractive Summarization for Fact-Checked Claim Detection Varad Bhatnagar, Diptesh Kanojia, Kameswari Chebrolu arXiv_CL arXiv_CL Pose Detection GAN Summarization PDF
2022-09-09 Multi-Document Scientific Summarization from a Knowledge Graph-Centric View Pancheng Wang, Shasha Li, Kunyuan Pang, Liangliang He, Dong Li, Jintao Tang, Ting Wang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Summarization PDF
2022-09-08 Applying Transformer-based Text Summarization for Keyphrase Generation Anna Glazkova, Dmitry Morozov arXiv_AI arXiv_AI Transformer Unsupervised Bert Action Summarization PDF
2022-09-08 Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization Shiyue Zhang, David Wan, Mohit Bansal arXiv_AI arXiv_AI Pose Relation Summarization PDF
2022-09-07 Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency Wen Xiao, Giuseppe Carenini arXiv_CL arXiv_CL Salient Pose Summarization PDF
2022-09-06 A Survey on Generative Diffusion Model Hanqun Cao, Cheng Tan, Zhangyang Gao, Guangyong Chen, Pheng-Ann Heng, Stan Z. Li arXiv_AI arXiv_AI Speech Survey Deep_Learning Summarization PDF
2022-09-06 Comparing Methods for Extractive Summarization of Call Centre Dialogue Alexandra N. Uma, Dmitry Sityaev arXiv_CL arXiv_CL Bert Pose Summarization PDF
2022-09-04 ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining Mohamed Elaraby, Diane Litman arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2022-09-02 Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Seungone Kim, Se June Joo, Hyungjoo Chae, Chaehyeong Kim, Seung-won Hwang, Jinyoung Yeo arXiv_CL arXiv_CL Knowledge Pose Summarization Inference PDF
2022-09-01 Focus-Driven Contrastive Learniang for Medical Question Summarization Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu arXiv_AI arXiv_AI Pose Contrastive_Learning Face Summarization Medical PDF
2022-09-01 Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization Hyunjae Lee, Jaewoong Yun, Hyunjin Choi, Seongho Joe, Youngjune L. Gwon arXiv_AI arXiv_AI Embedding Bert Self-Supervised Summarization Language_Model PDF
2022-08-30 To Adapt or to Fine-tune: A Case Study on Abstractive Summarization Zheng Zhao, Pinzhen Chen arXiv_CL arXiv_CL Pose Face Summarization Language_Model PDF
2022-08-30 Efficient and Interpretable Neural Models for Entity Tracking Shubham Toshniwal arXiv_CL arXiv_CL Tracking Relation Summarization Language_Model PDF
2022-08-28 Podcast Summary Assessment: A Resource for Evaluating Summary Assessment Methods Potsawee Manakul, Mark J. F. Gales arXiv_CL arXiv_CL Speech Detection Summarization PDF
2022-08-24 Visual Subtitle Feature Enhanced Video Outline Generation Qi Lv, Ziqiang Cao, Wenrui Xie, Derui Wang, Jingwen Wang, Zhiyong Hu, Tangkun Zhang, Yuan Ba, Yuanhang Li, Min Cao, Wenjie Li, Sujian Li, Guohong Fu arXiv_CL arXiv_CL Segmentation Video_Caption OCR Pose Attention Summarization PDF
2022-08-24 Modeling Paragraph-Level Vision-Language Semantic Alignment for Multi-Modal Summarization Xinnian Liang, Chenhao Cui, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Zhoujun Li arXiv_CL arXiv_CL Transformer Pose Action Detection Relation Object_Detection Summarization PDF
2022-08-21 GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization Qianqian Xie, Jimin Huang, Tulika Saha, Sophia Ananiadou arXiv_CL arXiv_CL Transformer Salient Pose Contrastive_Learning Summarization Medical Language_Model PDF
2022-08-21 Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He, Baolin Peng, Liyang Lu, Song Wang, Jie Mei, Yang Liu, Ruochen Xu, Hany Hassan Awadalla, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang arXiv_AI arXiv_AI Transformer Zero-Shot Few-Shot Attention Summarization Text_Generation Language_Model PDF
2022-08-19 Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm Alicia Y. Tsai, Laurent El Ghaoui arXiv_CL arXiv_CL Embedding Unsupervised Optimization Sparse Summarization PDF
2022-08-19 Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summaries Hai Dang, Karim Benharrak, Florian Lehmann, Daniel Buschek arXiv_CL arXiv_CL Pose Summarization Text_Generation PDF
2022-08-17 Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models Yanjun Gao, Dmitry Dligach, Timothy Miller, Dongfang Xu, Matthew M. Churpek, Majid Afshar arXiv_CL arXiv_CL Transformer Embedding Bert Knowledge Pose Summarization Medical Language_Model PDF
2022-08-17 An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks Xinnian Liang, Jing Li, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Mu Li, Zhoujun Li arXiv_CL arXiv_CL Unsupervised Salient Pose Face Summarization Language_Model PDF
2022-08-16 Parallel Hierarchical Transformer with Attention Alignment for Abstractive Multi-Document Summarization Ye Ma, Lu Zong arXiv_CL arXiv_CL Transformer Pose Attention Summarization PDF
2022-08-15 MENLI: Robust Evaluation Metrics from Natural Language Inference Yanran Chen, Steffen Eger arXiv_CL arXiv_CL Bert Adversarial Pose Summarization Inference PDF
2022-08-14 TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency Medhini Narasimhan, Arsha Nagrani, Chen Sun, Michael Rubinstein, Trevor Darrell, Anna Rohrbach, Cordelia Schmid arXiv_CV arXiv_CV Transformer Salient Speech Pose Summarization PDF
2022-08-12 Towards Code Summarization of APIs Based on Unofficial Documentation Using NLP Techniques AmirHossein Naghshzan arXiv_AI arXiv_AI Pose Summarization PDF
2022-08-08 Investigating Efficiently Extending Transformers for Long Input Summarization Jason Phang, Yao Zhao, Peter J. Liu arXiv_CL arXiv_CL Transformer Summarization PDF
2022-08-08 Abstractive Meeting Summarization: A Survey Virgile Rennard, Guokan Shang, Julie Hunter, Michalis Vazirgiannis arXiv_CL arXiv_CL Survey Deep_Learning Summarization Medical PDF
2022-08-08 DialogSum Challenge: Results of the Dialogue Summarization Shared Tas Yulong Chen, Naihao Deng, Yang Liu, Yue Zhang arXiv_CL arXiv_CL Salient Summarization PDF
2022-08-02 AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gokhan Tur, Prem Natarajan arXiv_CL arXiv_CL Zero-Shot Few-Shot Denoising Summarization Language_Model PDF
2022-08-01 SMART: Sentences as Basic Units for Text Evaluation Reinald Kim Amplayo, Peter J. Liu, Yao Zhao, Shashi Narayan arXiv_CL arXiv_CL Pose Relation Summarization Text_Generation Matching PDF
2022-08-01 Multi-Document Summarization with Centroid-Based Pretraining Ratish Puduppully, Mark Steedman arXiv_CL arXiv_CL Zero-Shot Summarization PDF
2022-07-31 Neural Knowledge Bank for Pretrained Transformers Damai Dai, Wenbin Jiang, Qingxiu Dong, Yajuan Lyu, Qiaoqiao She, Zhifang Sui arXiv_AI arXiv_AI Transformer Knowledge Pose Summarization PDF
2022-07-28 Sequence to sequence pretraining for a less-resourced Slovenian language Matej Ulčar, Marko Robnik-Šikonja arXiv_CL arXiv_CL Bert Classification Summarization Text_Generation Language_Model PDF
2022-07-24 No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence Chaozheng Wang, Yuanhang Yang, Cuiyun Gao, Yun Peng, Hongyu Zhang, Michael R. Lyu arXiv_AI arXiv_AI Transformer Bert Knowledge Summarization Prediction PDF
2022-07-21 Leveraging Natural Supervision for Language Representation Learning and Generation Mingda Chen arXiv_CL arXiv_CL Represenation_Learning Knowledge Self-Supervised Pose Summarization Text_Generation Language_Model Prediction PDF
2022-07-18 GOAL: Towards Benchmarking Few-Shot Sports Game Summarization Jiaan Wang, Tingyi Zhang, Haoxiang Shi arXiv_AI arXiv_AI Few-Shot Attention Summarization PDF
2022-07-17 Effectiveness of French Language Models on Abstractive Dialogue Summarization Task Yongxin Zhou, François Portet, Fabien Ringeval arXiv_AI arXiv_AI Transformer Summarization Language_Model PDF
2022-07-17 An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods William Hogan arXiv_CL arXiv_CL Transformer Knowledge Review Knowledge_Graph Survey Action Relation Relation_Extraction Denoising GAN Summarization Language_Model PDF
2022-07-14 Forming Trees with Treeformers Nilay Patel, Jeffrey Flanigan arXiv_AI arXiv_AI Transformer RNN Summarization PDF
2022-07-13 A General Contextualized Rewriting Framework for Text Summarization Guangsheng Bao, Yue Zhang arXiv_CL arXiv_CL Reinforcement_Learning Knowledge Summarization PDF
2022-07-11 Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data Jonathan Harris, Mohammed J. Zaki arXiv_CL arXiv_CL Transformer Knowledge Face Action Summarization Text_Generation CNN PDF
2022-07-11 SummScore: A Comprehensive Evaluation Metric for Summary Quality Based on Cross-Encoder Wuhang Lin, Shasha Li, Chen Zhang, Bin Ji, Jie Yu, Jun Ma, Zibo Yi arXiv_CL arXiv_CL Transformer Pose Relation Summarization Matching PDF
2022-07-08 The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications Mirac Suzgun, Luke Melas-Kyriazi, Suproteem K. Sarkar, Scott Duke Kominers, Stuart M. Shieber arXiv_CL arXiv_CL Embedding Pose Classification Summarization Language_Model PDF
2022-07-08 SETSum: Summarization and Visualization of Student Evaluations of Teaching Yinuo Hu, Shiyue Zhang, Viji Sathy, A. T. Panter, Mohit Bansal arXiv_AI arXiv_AI Review Action Quantitative Sentiment GAN Summarization Inference PDF
2022-07-07 Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation Zejiang Hou, Julian Salazar, George Polovets arXiv_CL arXiv_CL Pose Few-Shot Summarization Language_Model PDF
2022-07-05 Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski, Kazuma Hashimoto, Yingbo Zhou arXiv_CL arXiv_CL Transformer Zero-Shot Salient Pose Summarization Language_Model PDF
2022-07-03 An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh, Jiaxin Ju, Ming Liu, Shirui Pan arXiv_CL arXiv_CL Review Survey Attention GAN Summarization PDF
2022-07-01 Conditional Generation with a Question-Answering Blueprint Shashi Narayan, Joshua Maynez, Reinald Kim Amplayo, Kuzman Ganchev, Annie Louis, Fantine Huot, Dipanjan Das, Mirella Lapata arXiv_CL arXiv_CL Transformer Pose Summarization QA PDF
2022-06-28 Joint Generator-Ranker Learning for Natural Language Generation Weizhou Shen, Yeyun Gong, Yelong Shen, Song Wang, Xiaojun Quan, Nan Duan, Weizhu Chen arXiv_CL arXiv_CL Pose Summarization Text_Generation 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
2022-06-21 covEcho Resource constrained lung ultrasound image analysis tool for faster triaging and active learning Jinu Joseph, Mahesh Raveendranatha Panicker, Yale Tung Chen, Kesavadas Chandrasekharan, Vimal Chacko Mondy, Anoop Ayyappan, Jineesh Valakkada, Kiran Vishnu Narayan arXiv_CV arXiv_CV Segmentation Tracking Pose Classification Summarization Medical Prediction 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
2022-06-16 XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence Ming Zhu, Aneesh Jain, Karthik Suresh, Roshan Ravindran, Sindhu Tipirneni, Chandan K. Reddy arXiv_AI arXiv_AI Knowledge Summarization PDF
2022-06-15 An Extractive-and-Abstractive Framework for Source Code Summarization Weisong Sun, Chunrong Fang, Yuchen Chen, Quanjun Zhang, Guanhong Tao, Tingxu Han, Yifei Ge, Yudu You, Bin Luo arXiv_AI arXiv_AI Pose Summarization 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
2022-06-13 MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning Weiguo Pian, Hanyu Peng, Xunzhu Tang, Tiezhu Sun, Haoye Tian, Andrew Habib, Jacques Klein, Tegawendé F. Bissyandé arXiv_AI arXiv_AI Represenation_Learning Pose Summarization Language_Model Prediction 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 Indian Legal Text Summarization: A Text Normalisation-based Approach Satyajit Ghosh, Mousumi Dutta, Tanaya Das arXiv_CL arXiv_CL Pose Summarization 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
2022-06-10 A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo arXiv_AI arXiv_AI Review Classification Deep_Learning Summarization Language_Model 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 CLTS+: A New Chinese Long Text Summarization Dataset with Abstractive Summaries Xiaojun Liu, Shunan Zang, Chuang Zhang, Xiaojun Chen, Yangyang Ding arXiv_AI arXiv_AI Pose Action Summarization 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
2022-06-06 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
2022-06-03 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 Beyond Opinion Mining: Summarizing Opinions of Customer Reviews Reinald Kim Amplayo, Arthur Bražinskas, Yoshi Suhara, Xiaolan Wang, Bing Liu arXiv_AI arXiv_AI Unsupervised Knowledge Review Few-Shot Summarization Text_Generation Inference 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
2022-05-31 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 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
2022-05-30 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
2022-05-29 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
2022-05-28 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
2022-05-26 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 Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion Seongmin Park, Jihwa Lee arXiv_AI arXiv_AI Segmentation Unsupervised Deep_Learning Summarization PDF
2022-05-25 Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors Liyan Tang, Tanya Goyal, Alexander R. Fabbri, Philippe Laban, Jiacheng Xu, Semih Yahvuz, Wojciech Kryściński, Justin F. Rousseau, Greg Durrett arXiv_AI arXiv_AI Transformer Detection Object_Detection Summarization 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 Transformer Transfer_Learning Zero-Shot Summarization 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 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 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 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 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
2022-05-23 SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Wang, Richard Yuanzhe Pang, Angelica Chen, Jason Phang, Samuel R. Bowman arXiv_AI arXiv_AI Summarization PDF
2022-05-23 A Self-Paced Mixed Distillation Method for Non-Autoregressive Generation Weizhen Qi, Yeyun Gong, Yelong Shen, Jian Jiao, Yu Yan, Houqiang Li, Ruofei Zhang, Weizhu Chen, Nan Duan arXiv_CL arXiv_CL Transformer Knowledge Pose Summarization Text_Generation Inference PDF
2022-05-23 Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang arXiv_CL arXiv_CL Transformer Unsupervised Pose Summarization PDF
2022-05-21 Deep Learning for Omnidirectional Vision: A Survey and New Perspectives Hao Ai, Zidong Cao, Jinjing Zhu, Haotian Bai, Yucheng Chen, Ling Wang arXiv_CV arXiv_CV Review Survey Deep_Learning Attention Summarization Autonomous PDF
2022-05-20 Lossless Acceleration for Seq2seq Generation with Aggressive Decoding Tao Ge, Heming Xia, Xin Sun, Si-Qing Chen, Furu Wei arXiv_CL arXiv_CL Transformer Pose Summarization PDF
2022-05-20 On the Trade-off between Redundancy and Local Coherence in Summarization Ronald Cardenas, Matthias Galle, Shay B. Cohen arXiv_CL arXiv_CL Unsupervised Optimization Pose Action Summarization PDF
2022-05-19 Summarization as Indirect Supervision for Relation Extraction Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen arXiv_CL arXiv_CL Action Relation Relation_Extraction Summarization Inference PDF
2022-05-19 SNaC: Coherence Error Detection for Narrative Summarization Tanya Goyal, Junyi Jessy Li, Greg Durrett arXiv_CL arXiv_CL Face Detection Summarization PDF
2022-05-19 Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Hao Peng, Ximing Lu, Dragomir Radev, Yejin Choi, Noah A. Smith arXiv_CL arXiv_CL Pose Summarization Inference PDF
2022-05-18 Topic Segmentation of Research Article Collections Erion Çano, Benjamin Roth arXiv_CL arXiv_CL Segmentation Recognition Pose Summarization PDF
2022-05-18 Evaluation of Transfer Learning for Polish with a Text-to-Text Model Aleksandra Chrabrowa, Łukasz Dragan, Karol Grzegorczyk, Dariusz Kajtoch, Mikołaj Koszowski, Robert Mroczkowski, Piotr Rybak arXiv_CL arXiv_CL Transformer Unsupervised Transfer_Learning Pose Denoising Summarization PDF
2022-05-17 An Evaluation Framework for Legal Document Summarization Ankan Mullick, Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik, R Raghav, Roshni Kar arXiv_CL arXiv_CL Knowledge Pose Action Summarization Matching PDF
2022-05-16 FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization David Wan, Mohit Bansal arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge Contrastive_Learning Few-Shot Summarization PDF
2022-05-13 Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong arXiv_CL arXiv_CL Pose Relation Summarization PDF
2022-05-13 ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation Long Phan, Hieu Tran, Hieu Nguyen, Trieu H. Trinh arXiv_AI arXiv_AI Transformer Recognition Self-Supervised Summarization Text_Generation PDF
2022-05-12 CiteSum: Citation Text-guided Scientific Extreme Summarization and Low-resource Domain Adaptation Yuning Mao, Ming Zhong, Jiawei Han arXiv_CL arXiv_CL Unsupervised Zero-Shot Pose Few-Shot Summarization PDF
2022-05-12 Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization Prasetya Ajie Utama, Joshua Bambrick, Nafise Sadat Moosavi, Iryna Gurevych arXiv_CL arXiv_CL Summarization Text_Generation Inference PDF
2022-05-11 ALIGNMEET: A Comprehensive Tool for Meeting Annotation, Alignment, and Evaluation Peter Polák, Muskaan Singh, Anna Nedoluzhko, Ondřej Bojar arXiv_CL arXiv_CL Knowledge Face Summarization PDF
2022-05-10 Unifying Language Learning Paradigms Yi Tay, Mostafa Dehghani, Vinh Q. Tran, Xavier Garcia, Dara Bahri, Tal Schuster, Huaixiu Steven Zheng, Neil Houlsby, Donald Metzler arXiv_CL arXiv_CL Transformer Zero-Shot Text_Classification Knowledge Pose Classification Summarization PDF
2022-05-10 A Neural Network Architecture for Program Understanding Inspired by Human Behaviors Renyu Zhu, Lei Yuan, Xiang Li, Ming Gao, Wenyuan Cai arXiv_AI arXiv_AI Transformer Embedding Knowledge Pose Action Detection Summarization PDF
2022-05-10 SuMe: A Dataset Towards Summarizing Biomedical Mechanisms Mohaddeseh Bastan, Nishant Shankar, Mihai Surdeanu, Niranjan Balasubramanian arXiv_AI arXiv_AI Relation Summarization Medical Language_Model PDF
2022-05-09 Few-shot Mining of Naturally Occurring Inputs and Outputs Mandar Joshi, Terra Blevins, Mike Lewis, Daniel S. Weld, Luke Zettlemoyer arXiv_CL arXiv_CL Few-Shot Summarization PDF
2022-05-09 ACM -- Attribute Conditioning for Abstractive Multi Document Summarization Aiswarya Sankar, Ankit Chadha arXiv_AI arXiv_AI Transformer Salient Pose Sentiment Attention Summarization PDF
2022-05-05 Introducing the Welsh Text Summarisation Dataset and Baseline Systems Ignatius Ezeani, Mahmoud El-Haj, Jonathan Morris, Dawn Knight arXiv_CL arXiv_CL Pose Summarization PDF
2022-05-04 Efficient Few-Shot Fine-Tuning for Opinion Summarization Arthur Bražinskas, Ramesh Nallapati, Mohit Bansal, Markus Dreyer arXiv_AI arXiv_AI Transformer Knowledge Review Self-Supervised Few-Shot GAN Summarization PDF
2022-05-04 Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking Hwanhee Lee, Kang Min Yoo, Joonsuk Park, Hwaran Lee, Kyomin Jung arXiv_CL arXiv_CL Pose Relation Summarization PDF
2022-05-04 Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness Yun-Zhu Song, Yi-Syuan Chen, Hong-Han Shuai arXiv_AI arXiv_AI Transformer Reinforcement_Learning Optimization Salient Pose Action Summarization Language_Model Prediction PDF
2022-05-03 Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? Subba Reddy Oota, Jashn Arora, Veeral Agarwal, Mounika Marreddy, Manish Gupta, Bapi Raju Surampudi arXiv_AI arXiv_AI Transformer Transfer_Learning Relation Summarization Activity Inference Language_Model PDF
2022-05-02 A Multi-stage deep architecture for summary generation of soccer videos Melissa Sanabria, Frédéric Precioso, Pierre-Alexandre Mattei, Thomas Menguy arXiv_AI arXiv_AI Knowledge Pose Action Deep_Learning Summarization PDF
2022-05-01 Large-Scale Multi-Document Summarization with Information Extraction and Compression Ning Wang, Han Liu, Diego Klabjan arXiv_CL arXiv_CL Action Summarization Language_Model PDF
2022-05-01 The Cross-lingual Conversation Summarization Challenge Yulong Chen, Ming Zhong, Xuefeng Bai, Naihao Deng, Jing Li, Xianchao Zhu, Yue Zhang arXiv_CL arXiv_CL Pose Summarization PDF
2022-04-29 Polyglot Prompt: Multilingual Multitask PrompTraining Jinlan Fu, See-Kiong Ng, Pengfei Liu arXiv_CL arXiv_CL Recognition Sentiment_Classification Pose Classification Sentiment Summarization Inference PDF
2022-04-29 Learning from Natural Language Feedback Jérémy Scheurer, Jon Ander Campos, Jun Shern Chan, Angelica Chen, Kyunghyun Cho, Ethan Perez arXiv_AI arXiv_AI Pose Summarization Language_Model PDF
2022-04-28 Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization Yue Dong, John Wieting, Pat Verga arXiv_CL arXiv_CL Knowledge Pose Summarization PDF
2022-04-28 CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines Soham Poddar, Azlaan Mustafa Samad, Rajdeep Mukherjee, Niloy Ganguly, Saptarshi Ghosh arXiv_CL arXiv_CL Knowledge Classification Summarization PDF
2022-04-28 Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization Ruipeng Jia, Xingxing Zhang, Yanan Cao, Shi Wang, Zheng Lin, Furu Wei arXiv_AI arXiv_AI Zero-Shot Pose Summarization PDF
2022-04-28 Post-Training Dialogue Summarization using Pseudo-Paraphrasing Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu arXiv_CL arXiv_CL Knowledge Pose Summarization Language_Model PDF
2022-04-27 An End-to-End Dialogue Summarization System for Sales Calls Abedelkadir Asi, Song Wang, Roy Eisenstadt, Dean Geckt, Yarin Kuper, Yi Mao, Royi Ronen arXiv_CL arXiv_CL Summarization PDF
2022-04-27 Executive Function: A Contrastive Value Policy for Resampling and Relabeling Perceptions via Hindsight Summarization? Chris Lengerich, Ben Lengerich arXiv_CL arXiv_CL Action Few-Shot Summarization Prediction PDF
2022-04-26 Toward Policy Explanations for Multi-Agent Reinforcement Learning Kayla Boggess, Sarit Kraus, Lu Feng arXiv_AI arXiv_AI Reinforcement_Learning Pose Action Summarization Autonomous PDF
2022-04-26 Science Checker: Extractive-Boolean Question Answering For Scientific Fact Checking Loïc Rakotoson, Charles Letaillieur, Sylvain Massip, Fréjus Laleye arXiv_AI arXiv_AI Bert Knowledge Pose Classification Summarization Medical QA PDF
2022-04-25 A global analysis of metrics used for measuring performance in natural language processing Kathrin Blagec, Georg Dorffner, Milad Moradi, Simon Ott, Matthias Samwald arXiv_AI arXiv_AI Pose Relation Summarization PDF
2022-04-24 Embedding Knowledge for Document Summarization: A Survey Yutong Qu, Wei Emma Zhang, Jian Yang, Lingfei Wu, Jia Wu, Xindong Wu arXiv_AI arXiv_AI Embedding Knowledge Pose Survey Deep_Learning Attention Summarization PDF
2022-04-23 WikiMulti: a Corpus for Cross-Lingual Summarization Pavel Tikhonov, Valentin Malykh arXiv_CL arXiv_CL Summarization PDF
2022-04-21 Cross-Lingual Query-Based Summarization of Crisis-Related Social Media: An Abstractive Approach Using Transformers Fedor Vitiugin, Carlos Castillo arXiv_CL arXiv_CL Transformer Embedding Pose Summarization PDF
2022-04-21 Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics Daniel Deutsch, Rotem Dror, Dan Roth arXiv_CL arXiv_CL Pose Relation Summarization PDF
2022-04-21 Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics Daniel Deutsch, Dan Roth arXiv_CL arXiv_CL Bert Summarization Prediction QA PDF
2022-04-21 Spurious Correlations in Reference-Free Evaluation of Text Generation Esin Durmus, Faisal Ladhak, Tatsunori Hashimoto arXiv_CL arXiv_CL Pose Relation Summarization Text_Generation PDF
2022-04-20 A Survey on Neural Abstractive Summarization Methods and Factual Consistency of Summarization Meng Cao arXiv_CL arXiv_CL Salient Survey Summarization PDF
2022-04-20 A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Yisheng Xiao, Lijun Wu, Junliang Guo, Juntao Li, Min Zhang, Tao Qin, Tie-yan Liu arXiv_CL arXiv_CL Transformer Recognition Review Speech Pose Survey NMT Attention Summarization Speech_Recognition Inference Prediction PDF
2022-04-19 Building Odia Shallow Parser Pruthwik Mishra, Dipti Misra Sharma arXiv_CL arXiv_CL Sentiment Summarization PDF
2022-04-19 ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs Liang Chen, Peiyi Wang, Runxin Xu, Tianyu Liu, Zhifang Sui, Baobao Chang arXiv_CL arXiv_CL Knowledge Pose Summarization PDF
2022-04-18 MHSCNet: A Multimodal Hierarchical Shot-aware Convolutional Network for Video Summarization Wujiang Xu, Shaoshuai Li, Qiongxu Ma, Yunan Zhao, Sheng Guo, jeff little Guo, Bing Han, Junchi Yan, Yifei Xu arXiv_CV arXiv_CV Pose Summarization CNN PDF
2022-04-18 Factual Error Correction for Abstractive Summaries Using Entity Retrieval Hwanhee Lee, Cheoneum Park, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Juae Kim, Kyomin Jung arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2022-04-16 BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation Zheng Zhang, Liang Ding, Dazhao Cheng, Xuebo Liu, Min Zhang, Dacheng Tao arXiv_CL arXiv_CL Transformer Knowledge Self-Supervised Pose Summarization Prediction PDF
2022-04-16 Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao arXiv_CL arXiv_CL Zero-Shot Self-Supervised Summarization Text_Generation Language_Model PDF
2022-04-15 Evaluating Factuality in Text Simplification Ashwin Devaraj, William Sheffield, Byron C. Wallace, Junyi Jessy Li arXiv_CL arXiv_CL Attention Summarization Medical PDF
2022-04-15 Summarization with Graphical Elements Maartje ter Hoeve, Julia Kiseleva, Maarten de Rijke arXiv_CL arXiv_CL Pose Summarization PDF
2022-04-15 Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models Phyllis Ang, Bhuwan Dhingra, Lisa Wu Wills arXiv_CL arXiv_CL Summarization Inference PDF
2022-04-13 Learning to Revise References for Faithful Summarization Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen McKeown, Noémie Elhadad arXiv_CL arXiv_CL Transformer Pose Contrastive_Learning Action Summarization Inference PDF
2022-04-13 EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts Irene Li, Keen You, Xiangru Tang, Yujie Qiao, Lucas Huang, Chia-Chun Hsieh, Benjamin Rosand, Dragomir Radev arXiv_CL arXiv_CL Recognition Face Action Attention Summarization Medical PDF
2022-04-13 FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations Leonardo F. R. Ribeiro, Mengwen Liu, Iryna Gurevych, Markus Dreyer, Mohit Bansal arXiv_CL arXiv_CL Pose Action Relation Summarization PDF
2022-04-12 Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback Yuntao Bai, Andy Jones, Kamal Ndousse, Amanda Askell, Anna Chen, Nova DasSarma, Dawn Drain, Stanislav Fort, Deep Ganguli, Tom Henighan, Nicholas Joseph, Saurav Kadavath, Jackson Kernion, Tom Conerly, Sheer El-Showk, Nelson Elhage, Zac Hatfield-Dodds, Danny Hernandez, Tristan Hume, Scott Johnston, Shauna Kravec, Liane Lovitt, Neel Nanda, Catherine Olsson, Dario Amodei, Tom Brown, Jack Clark, Sam McCandlish, Chris Olah, Ben Mann, Jared Kaplan arXiv_CL arXiv_CL Reinforcement_Learning Detection Relation Summarization Language_Model PDF
2022-04-12 Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback Duy-Hung Nguyen, Nguyen Viet Dung Nghiem, Bao-Sinh Nguyen, Dung Tien Le, Shahab Sabahi, Minh-Tien Nguyen, Hung Le arXiv_AI arXiv_AI Pose Few-Shot Summarization PDF
2022-04-11 Beam Decoding with Controlled Patience Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Dragomir Radev, Yejin Choi, Noah A. Smith arXiv_CL arXiv_CL Summarization Text_Generation Inference PDF
2022-04-11 NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias Nayeon Lee, Yejin Bang, Tiezheng Yu, Andrea Madotto, Pascale Fung arXiv_CL arXiv_CL Pose Summarization PDF
2022-04-11 Evaluation of Automatic Text Summarization using Synthetic Facts Jay Ahn (1), Foaad Khosmood (1) ((1) California Polytechnic State University, San Luis Obispo) arXiv_CL arXiv_CL Pose Summarization PDF
2022-04-09 TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization Ze Yang, Liran Wang, Zhoujin Tian, Wei Wu, Zhoujun Li arXiv_CL arXiv_CL Transformer Pose Relation Attention Summarization Language_Model Prediction PDF
2022-04-09 PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization Xiaochen Liu, Yu Bai, Jiawei Li, Yinan Hu, Yang Gao arXiv_AI arXiv_AI Transformer Embedding Self-Supervised Few-Shot Attention Summarization PDF
2022-04-09 Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu arXiv_CL arXiv_CL Transformer Zero-Shot Pose Summarization PDF
2022-04-08 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Hongyi Yuan, Zheng Yuan, Ruyi Gan, Jiaxing Zhang, Yutao Xie, Sheng Yu arXiv_CL arXiv_CL Recognition Summarization Medical Language_Model PDF
2022-04-08 Adding Connectionist Temporal Summarization into Conformer to Improve Its Decoder Efficiency For Speech Recognition Nick J.C. Wang, Zongfeng Quan, Shaojun Wang, Jing Xiao arXiv_CL arXiv_CL Recognition Speech Pose Classification Attention Summarization Speech_Recognition PDF
2022-04-08 A Study of Different Ways to Use The Conformer Model For Spoken Language Understanding Nick J.C. Wang, Shaojun Wang, Jing Xiao arXiv_CL arXiv_CL Recognition Optimization Speech Pose Summarization PDF
2022-04-07 MHMS: Multimodal Hierarchical Multimedia Summarization Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin arXiv_CL arXiv_CL Segmentation Pose Action Summarization PDF
2022-04-06 Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding Yanjun Gao, Dmitriy Dligach, Timothy Miller, Samuel Tesch, Ryan Laffin, Matthew M. Churpek, Majid Afshar arXiv_AI arXiv_AI Knowledge Action Relation Summarization Inference Prediction PDF
2022-04-06 Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization Brydon Parker, Alik Sokolov, Mahtab Ahmed, Matt Kalebic, Sedef Akinli Kocak, Ofer Shai arXiv_CL arXiv_CL Knowledge Denoising Summarization Medical PDF
2022-04-05 An Exploratory Study on Code Attention in BERT Rishab Sharma, Fuxiang Chen, Fatemeh Fard, David Lo arXiv_CL arXiv_CL Transformer Embedding Bert Detection Attention Summarization Language_Model PDF
2022-04-05 On the Transferability of Pre-trained Language Models for Low-Resource Programming Languages Fuxiang Chen, Fatemeh Fard, David Lo, Timofey Bryksin arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2022-04-05 EntSUM: A Data Set for Entity-Centric Summarization Mounica Maddela, Mayank Kulkarni, Daniel Preotiuc-Pietro arXiv_CL arXiv_CL Pose Quantitative Summarization PDF
2022-04-05 Abstractive summarization of hospitalisation histories with transformer networks Alexander Yalunin, Dmitriy Umerenkov, Vladimir Kokh arXiv_CL arXiv_CL Transformer Bert Summarization PDF
2022-04-04 Applying Automatic Text Summarization for Fake News Detection Philipp Hartl, Udo Kruschwitz arXiv_CL arXiv_CL Transformer Bert Detection Summarization Language_Model PDF
2022-04-02 HLDC: Hindi Legal Documents Corpus Arnav Kapoor, Mudit Dhawan, Anmol Goel, T.H. Arjun, Akshala Bhatnagar, Vibhu Agrawal, Amul Agrawal, Arnab Bhattacharya, Ponnurangam Kumaraguru, Ashutosh Modi arXiv_CL arXiv_CL Pose Summarization Prediction PDF
2022-04-02 Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization Amanuel Alambo, Tanvi Banerjee, Krishnaprasad Thirunarayan, Mia Cajita arXiv_CL arXiv_CL Transformer Optimization Knowledge Pose Summarization PDF
2022-04-01 Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization Georgios Katsimpras, Georgios Paliouras arXiv_CL arXiv_CL Bert Knowledge Pose Summarization Medical PDF
2022-04-01 Graph Enhanced Contrastive Learning for Radiology Findings Summarization Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang arXiv_AI arXiv_AI Knowledge Pose Contrastive_Learning Relation Attention Summarization PDF
2022-03-31 BRIO: Bringing Order to Abstractive Summarization Yixin Liu, Pengfei Liu, Dragomir Radev, Graham Neubig arXiv_CL arXiv_CL Pose Summarization Inference PDF
2022-03-30 An Overview of Indian Language Datasets used for Text Summarization Shagun Sinha, Girish Nath Jha arXiv_CL arXiv_CL Pose Face Survey Summarization PDF
2022-03-30 Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature Amanuel Alambo, Tanvi Banerjee, Krishnaprasad Thirunarayan, Michael Raymer arXiv_CL arXiv_CL Transformer Knowledge Pose Summarization Medical Inference PDF
2022-03-29 Text-Driven Video Acceleration: A Weakly-Supervised Reinforcement Learning Method Washington Ramos, Michel Silva, Edson Araujo, Victor Moura, Keller Oliveira, Leandro Soriano Marcolino, Erickson R. Nascimento arXiv_CV arXiv_CV Embedding Reinforcement_Learning Pose Attention Summarization PDF
2022-03-29 Heuristic-based Inter-training to Improve Few-shot Multi-perspective Dialog Summarization Benjamin Sznajder, Chulaka Gunasekara, Guy Lev, Sachin Joshi, Eyal Shnarch, Noam Slonim arXiv_CL arXiv_CL Pose Few-Shot GAN Summarization PDF
2022-03-28 A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan, Gonçalo Simões, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata arXiv_CL arXiv_CL Pose Summarization PDF
2022-03-27 Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization Zhenjie Zhao, Yufang Hou, Dakuo Wang, Mo Yu, Chengzhong Liu, Xiaojuan Ma arXiv_CL arXiv_CL Transformer Salient Pose Summarization QA PDF
2022-03-25 Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review Can Cui, Haichun Yang, Yaohong Wang, Shilin Zhao, Zuhayr Asad, Lori A. Coburn, Keith T. Wilson, Bennett A. Landman, Yuankai Huo arXiv_AI arXiv_AI Review Quantitative Deep_Learning Summarization PDF
2022-03-24 Effectively leveraging Multi-modal Features for Movie Genre Classification Zhongping Zhang, Yiwen Gu, Bryan A. Plummer, Xin Miao, Jiayi Liu, Huayan Wang arXiv_CV arXiv_CV Pose Boundary_Detection Classification Detection Relation Summarization Prediction Recommendation PDF
2022-03-23 A Survey on Cross-Lingual Summarization Jiaan Wang, Fandong Meng, Duo Zheng, Yunlong Liang, Zhixu Li, Jianfeng Qu, Jie Zhou arXiv_CL arXiv_CL Review Survey Attention GAN Summarization PDF
2022-03-22 Towards Abstractive Grounded Summarization of Podcast Transcripts Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Fei Liu arXiv_CL arXiv_CL Recognition Speech Pose Face Summarization PDF
2022-03-21 DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization Zheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia, Andrew Arnold, Bing Xiang, Dan Roth arXiv_CL arXiv_CL Quantization Knowledge Pose Summarization QA PDF
2022-03-21 AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization Moussa Kamal Eddine, Nadi Tomeh, Nizar Habash, Joseph Le Roux, Michalis Vazirgiannis arXiv_CL arXiv_CL Transformer Bert Pose Summarization PDF
2022-03-21 HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization Shuyang Cao, Lu Wang arXiv_CL arXiv_CL Transformer Salient Attention Summarization PDF
2022-03-19 Read Top News First: A Document Reordering Approach for Multi-Document News Summarization Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury, Muthu Kumar Chandrasekaran, Kathleen McKeown, Snigdha Chaturvedi arXiv_CL arXiv_CL Salient Pose Summarization PDF
2022-03-19 Meta-X$_{NLG}$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation Kaushal Kumar Maurya, Maunendra Sankar Desarkar arXiv_CL arXiv_CL Zero-Shot Pose Summarization PDF
2022-03-18 M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code Summarization Yuexiu Gao, Chen Lyu arXiv_AI arXiv_AI Transformer Knowledge Pose Action Summarization PDF
2022-03-17 HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information Qian Ruan, Malte Ostendorff, Georg Rehm arXiv_CL arXiv_CL Transformer Pose Summarization Language_Model PDF
2022-03-17 An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models Sweta Agrawal, Marine Carpuat arXiv_CL arXiv_CL Pose Summarization Inference PDF
2022-03-17 ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, JingBo Zhu, Xuebo Liu, Min Zhang arXiv_CL arXiv_CL Transformer Relation Summarization Inference PDF
2022-03-17 Community-Driven Comprehensive Scientific Paper Summarization: Insight from cvpaper.challenge Shintaro Yamamoto, Hirokatsu Kataoka, Ryota Suzuki, Seitaro Shinagawa, Shigeo Morishima arXiv_CV arXiv_CV Recognition Knowledge Survey Quantitative GAN Summarization Activity PDF
2022-03-16 Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng arXiv_CL arXiv_CL Knowledge Pose Summarization Language_Model QA PDF
2022-03-16 A Feasibility Study of Answer-Unaware Question Generation for Education Liam Dugan, Eleni Miltsakaki, Shriyash Upadhyay, Etan Ginsberg, Hannah Gonzalez, Dayheon Choi, Chuning Yuan, Chris Callison-Burch arXiv_CL arXiv_CL Summarization PDF
2022-03-16 Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search Daniel King, Zejiang Shen, Nishant Subramani, Daniel S. Weld, Iz Beltagy, Doug Downey arXiv_CL arXiv_CL Transformer Summarization PDF
2022-03-16 MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig arXiv_CL arXiv_CL Pose Quantitative Summarization PDF
2022-03-15 Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization Sanjeev Kumar Karn, Ning Liu, Hinrich Schuetze, Oladimeji Farri arXiv_CL arXiv_CL Salient Action Summarization PDF
2022-03-15 Unsupervised Extractive Opinion Summarization Using Sparse Coding Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi arXiv_CL arXiv_CL Unsupervised Sparse Review Pose Summarization PDF
2022-03-15 Long Document Summarization with Top-down and Bottom-up Inference Bo Pang, Erik Nijkamp, Wojciech Kryściński, Silvio Savarese, Yingbo Zhou, Caiming Xiong arXiv_CL arXiv_CL Transformer Pose Face Attention Summarization Inference PDF
2022-03-14 Uncertainty Estimation for Language Reward Models Adam Gleave, Geoffrey Irving arXiv_CL arXiv_CL Transformer Unsupervised Reinforcement_Learning Summarization Language_Model Prediction PDF
2022-03-13 Summarizing a virtual robot's past actions in natural language Chad DeChant, Daniel Bauer arXiv_RO arXiv_RO Pose Action Quantitative Summarization PDF
2022-03-13 SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization Mathieu Ravaut, Shafiq Joty, Nancy F. Chen arXiv_CL arXiv_CL Summarization Language_Model PDF
2022-03-12 Chart-to-Text: A Large-Scale Benchmark for Chart Summarization Shankar Kanthara, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq Joty arXiv_CL arXiv_CL Image_Caption Summarization Text_Generation Caption PDF
2022-03-10 IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages Aman Kumar, Himani Shrotriya, Prachi Sahu, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Amogh Mishra, Mitesh M. Khapra, Pratyush Kumar arXiv_AI arXiv_AI Knowledge Summarization PDF
2022-03-10 Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li, Wenhao Wu, Moye Chen, Jiachen Liu, Xinyan Xiao, Hua Wu arXiv_CL arXiv_CL Optimization Pose Survey Deep_Learning Sentiment GAN Summarization Text_Generation Language_Model PDF
2022-03-09 Contextual Networks and Unsupervised Ranking of Sentences Hao Zhang, You Zhou, Jie Wang arXiv_CL arXiv_CL Unsupervised Relation Summarization PDF
2022-03-08 A Variational Hierarchical Model for Neural Cross-Lingual Summarization Yunlong Liang, Fandong Meng, Chulun Zhou, Jinan Xu, Yufeng Chen, Jinsong Su, Jie Zhou arXiv_CL arXiv_CL Pose Relation Few-Shot Summarization PDF
2022-03-06 A Survey of Implicit Discourse Relation Recognition Wei Xiang, Bang Wang arXiv_CL arXiv_CL Recognition Survey Relation Summarization PDF
2022-03-06 Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation Linjiang Huang, Liang Wang, Hongsheng Li arXiv_CV arXiv_CV Weakly_Supervised Knowledge Action_Localization Pose Action Classification Summarization Activity Prediction PDF
2022-03-06 A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi arXiv_CL arXiv_CL Reinforcement_Learning Pose Few-Shot Summarization Language_Model PDF
2022-03-05 CptGraphSum: Let key clues guide the cross-lingual abstractive summarization Shuyu Jiang, Dengbiao Tu, Xingshu Chen, Rui Tang, Wenxian Wang, Haizhou Wang arXiv_CL arXiv_CL Pose Summarization PDF
2022-03-05 Scaling R-GCN Training with Graph Summarization Alessandro Generale, Till Blume, Michael Cochez arXiv_AI arXiv_AI Knowledge Knowledge_Graph Relation Summarization CNN Inference PDF
2022-03-04 No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard Baraniuk arXiv_AI arXiv_AI Knowledge Pose Summarization PDF
2022-03-03 Deep Latent-Variable Models for Text Generation Xiaoyu Shen arXiv_CL arXiv_CL Knowledge Deep_Learning Summarization Text_Generation PDF
2022-03-03 PeerSum: A Peer Review Dataset for Abstractive Multi-document Summarization Miao Li, Jianzhong Qi, Jey Han Lau arXiv_CL arXiv_CL Review Summarization PDF
2022-03-03 Automatic Text Summarization Methods: A Comprehensive Review Divakar Yadav, Jalpa Desai, Arun Kumar Yadav arXiv_CL arXiv_CL Review Summarization PDF
2022-03-03 Dialogue Summaries as Dialogue States , Template-Guided Summarization for Few-shot Dialogue State Tracking Jamin Shin, Hangyeol Yu, Hyeongdon Moon, Andrea Madotto, Juneyoung Park arXiv_CL arXiv_CL Tracking Pose Few-Shot Summarization Inference Language_Model PDF
2022-03-02 Controlling the Focus of Pretrained Language Generation Models Jiabao Ji, Yoon Kim, James Glass, Tianxing He arXiv_AI arXiv_AI Transformer Embedding Summarization PDF
2022-03-01 VScript: Controllable Script Generation with Audio-Visual Presentation Ziwei Ji, Yan Xu, I-Tsun Cheng, Samuel Cahyawijaya, Rita Frieske, Etsuko Ishii, Min Zeng, Andrea Madotto, Pascale Fung arXiv_CL arXiv_CL Speech Face Summarization Video_Retrieval PDF
2022-02-28 Recent Advances and Challenges in Deep Audio-Visual Correlation Learning Luís Vilaça, Yi Yu, Paula Viana arXiv_CV arXiv_CV Optimization Pose Survey Deep_Learning Relation Attention Summarization PDF
2022-02-28 Supervised Machine Learning Algorithm for Detecting Consistency between Reported Findings and the Conclusions of Mammography Reports Alexander Berdichevsky, Mor Peleg, Daniel L. Rubin arXiv_CL arXiv_CL Classification Summarization PDF
2022-02-22 Learning Cluster Patterns for Abstractive Summarization Sung-Guk Jo, Jeong-Jae Kim, Byung-Won On arXiv_CL arXiv_CL Transformer Bert Salient Pose Summarization PDF
2022-02-17 Designing Effective Sparse Expert Models Barret Zoph, Irwan Bello, Sameer Kumar, Nan Du, Yanping Huang, Jeff Dean, Noam Shazeer, William Fedus arXiv_CL arXiv_CL Transformer Transfer_Learning Sparse Adversarial Pose Summarization Language_Model QA PDF
2022-02-16 Probing Pretrained Models of Source Code Sergey Troshin, Nadezhda Chirkova arXiv_CL arXiv_CL Bert Deep_Learning Summarization PDF
2022-02-14 Sequence-to-Sequence Resources for Catalan Ona de Gibert, Ksenia Kharitonova, Blanca Calvo Figueras, Jordi Armengol-Estapé, Maite Melero arXiv_AI arXiv_AI Summarization PDF
2022-02-14 What Do They Capture? -- A Structural Analysis of Pre-Trained Language Models for Source Code Yao Wan, Wei Zhao, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin arXiv_AI arXiv_AI Transformer Embedding Bert Pose Relation Attention Summarization Language_Model PDF
2022-02-14 Source Code Summarization with Structural Relative Position Guided Transformer Zi Gong, Cuiyun Gao, Yasheng Wang, Wenchao Gu, Yun Peng, Zenglin Xu arXiv_CL arXiv_CL Transformer RNN Pose Relation Attention Summarization PDF
2022-02-14 Measuring 'Why' in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation Xu Chen, Yongfeng Zhang, Ji-Rong Wen arXiv_AI arXiv_AI Review Pose Survey Action Summarization Recommendation PDF
2022-02-11 ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization Jiaan Wang, Fandong Meng, Ziyao Lu, Duo Zheng, Zhixu Li, Jianfeng Qu, Jie Zhou arXiv_CL arXiv_CL Transformer Pose Face Summarization PDF
2022-02-08 NEWSKVQA: Knowledge-Aware News Video Question Answering Pranay Gupta, Manish Gupta arXiv_CV arXiv_CV Surveillance Video_Indexing Knowledge Pose VQA Summarization Activity QA Video_Retrieval PDF
2022-02-08 Differentiable N-gram Objective on Abstractive Summarization Yunqi Zhu, Wensheng Zhang, Mingjin Zhu arXiv_CL arXiv_CL Enhancement Pose Summarization Language_Model PDF
2022-02-08 Survey of Hallucination in Natural Language Generation Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, Pascale Fung arXiv_CL arXiv_CL Transformer Review Survey Deep_Learning GAN Summarization Text_Generation Language_Model PDF
2022-02-05 Semantic Similarity Computing Model Based on Multi Model Fine-Grained Nonlinear Fusion Peiying Zhang, Xingzhe Huang, Yaqi Wang, Chunxiao Jiang, Shuqing He, Haifeng Wang arXiv_CL arXiv_CL Recognition Speech Pose Action Classification Deep_Learning Summarization Language_Model Matching PDF
2022-02-02 MMSys'22 Grand Challenge on AI-based Video Production for Soccer Cise Midoglu, Steven A. Hicks, Vajira Thambawita, Tomas Kupka, Pål Halvorsen arXiv_CV arXiv_CV Enhancement Pose Classification Detection Attention Summarization PDF
2022-01-31 Submodularity In Machine Learning and Artificial Intelligence Jeff Bilmes arXiv_AI arXiv_AI Sketch Review Summarization PDF
2022-01-31 Corpus for Automatic Structuring of Legal Documents Prathamesh Kalamkar, Aman Tiwari, Astha Agarwal, Saurabh Karn, Smita Gupta, Vivek Raghavan, Ashutosh Modi arXiv_AI arXiv_AI GAN Summarization Prediction PDF
2022-01-29 Unsupervised Summarization with Customized Granularities Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han arXiv_CL arXiv_CL Unsupervised Pose Summarization PDF
2022-01-27 Exploring Global Diversity and Local Context for Video Summarization Yingchao Pan, Ouhan Huang, Qinghao Ye, Zhongjin Li, Wenjiang Wang, Guodun Li, Yuxing Chen arXiv_AI arXiv_AI Pose Attention Summarization PDF
2022-01-26 DiscoScore: Evaluating Text Generation with BERT and Discourse Coherence Wei Zhao, Michael Strube, Steffen Eger arXiv_CL arXiv_CL Bert Relation Summarization Text_Generation PDF
2022-01-23 WIDAR -- Weighted Input Document Augmented ROUGE Raghav Jain, Vaibhav Mavi, Anubhav Jangra, Sriparna Saha arXiv_CL arXiv_CL Pose Action Summarization PDF
2022-01-22 LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN Ghulam Mujtaba, Adeel Malik, Eun-Seok Ryu arXiv_AI arXiv_AI Knowledge Pose Quantitative Summarization PDF
2022-01-21 SciBERTSUM: Extractive Summarization for Scientific Documents Athar Sefid, C Lee Giles arXiv_CL arXiv_CL Embedding Bert Sparse Attention Summarization PDF
2022-01-19 CM3: A Causal Masked Multimodal Model of the Internet Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer arXiv_CL arXiv_CL Zero-Shot GAN Summarization Caption Language_Model PDF
2022-01-18 Klexikon: A German Dataset for Joint Summarization and Simplification Dennis Aumiller, Michael Gertz arXiv_CL arXiv_CL Pose Summarization PDF
2022-01-14 ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization Mengsay Loem, Sho Takase, Masahiro Kaneko, Naoaki Okazaki arXiv_CL arXiv_CL Summarization PDF
2022-01-14 Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu arXiv_CL arXiv_CL Pose Relation Summarization PDF
2022-01-10 SCROLLS: Standardized CompaRison Over Long Language Sequences Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy arXiv_AI arXiv_AI Summarization Inference PDF
2022-01-07 Video Summarization Based on Video-text Representation Li Haopeng, Ke Qiuhong, Gong Mingming, Zhang Rui arXiv_CV arXiv_CV Self-Supervised Pose Classification Relation Summarization Video_Classification PDF
2022-01-07 An Unsupervised Masking Objective for Abstractive Multi-Document News Summarization Nikolai Vogler, Songlin Li, Yujie Xu, Yujian Mi, Taylor Berg-Kirkpatrick arXiv_CL arXiv_CL Unsupervised Summarization PDF
2022-01-06 Automatic Related Work Generation: A Meta Study Xiangci Li, Jessica Ouyang arXiv_CL arXiv_CL Review Pose Survey Attention Summarization Text_Generation Activity PDF
2022-01-05 Monitoring Energy Trends through Automatic Information Extraction Dilek Küçük arXiv_CL arXiv_CL Recognition Action Sentiment GAN Summarization PDF
2021-12-28 Cognitive Computing to Optimize IT Services Abbas Raza Ali arXiv_CL arXiv_CL Segmentation Salient Knowledge Pose Survey Action Classification Relation Sentiment GAN Summarization PDF
2021-12-27 Video Joint Modelling Based on Hierarchical Transformer for Co-summarization Li Haopeng, Ke Qiuhong, Gong Mingming, Zhang Rui arXiv_CV arXiv_CV Transformer Reconstruction Video_Caption Pose Relation Summarization PDF
2021-12-23 Measuring Attribution in Natural Language Generation Models Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, Michael Collins, Dipanjan Das, Slav Petrov, Gaurav Singh Tomar, Iulia Turc, David Reitter arXiv_CL arXiv_CL Summarization QA PDF
2021-12-23 TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language Quan Duong, Mika Hämäläinen, Khalid Alnajjar arXiv_CL arXiv_CL Pose Summarization PDF
2021-12-22 Adaptive Beam Search to Enhance On-device Abstractive Summarization Harichandana B S S, Sumit Kumar arXiv_CL arXiv_CL Bert Knowledge Review Pose Summarization PDF
2021-12-22 Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang arXiv_AI arXiv_AI Transformer Transfer_Learning Weakly_Supervised Pose Summarization PDF
2021-12-22 Consistency and Coherence from Points of Contextual Similarity Oleg Vasilyev, John Bohannon arXiv_CL arXiv_CL Bert Pose Relation Summarization PDF
2021-12-21 An ASP-based Approach to Answering Natural Language Questions for Texts Dhruva Pendharkar, Kinjal Basu, Farhad Shakerin, Gopal Gupta arXiv_CL arXiv_CL Knowledge Pose GAN Summarization PDF
2021-12-20 May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation Sanghyuk Choi, Jeong-in Hwang, Hyungjong Noh, Yeonsoo Lee arXiv_CL arXiv_CL Pose Summarization Text_Generation PDF
2021-12-18 Word Graph Guided Summarization for Radiology Findings Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang arXiv_CL arXiv_CL Salient Pose Relation Summarization Medical PDF
2021-12-17 Topic-Aware Encoding for Extractive Summarization Mingyang Song, Liping Jing arXiv_CL arXiv_CL Represenation_Learning Pose Attention Summarization PDF
2021-12-16 CrossSum: Beyond English-Centric Cross-Lingual Abstractive Text Summarization for 1500+ Language Pairs Tahmid Hasan, Abhik Bhattacharjee, Wasi Uddin Ahmad, Yuan-Fang Li, Yong-Bin Kang, Rifat Shahriyar arXiv_CL arXiv_CL Knowledge Pose Summarization PDF
2021-12-16 A Proposition-Level Clustering Approach for Multi-Document Summarization Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan arXiv_CL arXiv_CL Salient Summarization PDF
2021-12-16 Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL Yuntao Li, Hanchu Zhang, Yutian Li, Sirui Wang, Wei Wu, Yan Zhang arXiv_AI arXiv_AI Pose Attention Summarization PDF
2021-12-16 CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir Radev arXiv_CL arXiv_CL Pose Summarization PDF
2021-12-16 DOCmT5: Document-Level Pretraining of Multilingual Language Models Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson arXiv_CL arXiv_CL Transformer Pose Summarization Language_Model PDF
2021-12-16 Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization Litian Zhang, Xiaoming Zhang, Junshu Pan, Feiran Huang arXiv_AI arXiv_AI Pose Relation Summarization PDF
2021-12-16 Neural Content Extraction for Poster Generation of Scientific Papers Sheng Xu, Xiaojun Wan arXiv_CL arXiv_CL Pose Action Summarization PDF
2021-12-16 Learning Rich Representation of Keyphrases from Text Mayank Kulkarni, Debanjan Mahata, Ravneet Arora, Rajarshi Bhowmik arXiv_CL arXiv_CL Transformer Recognition Action Relation Relation_Extraction Summarization Language_Model QA PDF
2021-12-16 QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong arXiv_CL arXiv_CL Pose Quantitative Classification Summarization QA PDF
2021-12-15 DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization Xueying Zhang, Yunjiang Jiang, Yue Shang, Zhaomeng Cheng, Chi Zhang, Xiaochuan Fan, Yun Xiao, Bo Long arXiv_AI arXiv_AI Transformer Knowledge Review Pose Summarization Text_Generation PDF
2021-12-15 LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo, Joshua Ainslie, David Uthus, Santiago Ontanon, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang arXiv_CL arXiv_CL Transformer Attention Summarization PDF
2021-12-14 Massive-scale Decoding for Text Generation using Lattices Jiacheng Xu, Greg Durrett arXiv_CL arXiv_CL Summarization Text_Generation PDF
2021-12-14 Exploring Neural Models for Query-Focused Summarization Jesse Vig, Alexander R. Fabbri, Wojciech Kryściński arXiv_CL arXiv_CL Quantitative Summarization PDF
2021-12-14 Reinforcing Semantic-Symmetry for Document Summarization Mingyang Song, Liping Jing arXiv_CL arXiv_CL Reinforcement_Learning Represenation_Learning Salient Pose Summarization PDF
2021-12-14 Scaling Up Query-Focused Summarization to Meet Open-Domain Question Answering Weijia Zhang, Svitlana Vakulenko, Thilina Rajapakse, Evangelos Kanoulas arXiv_CL arXiv_CL Pose Summarization Text_Generation PDF
2021-12-14 Reinforced Abstractive Summarization with Adaptive Length Controlling Mingyang Song, Yi Feng, Liping Jing arXiv_CL arXiv_CL Reinforcement_Learning Salient Pose Action Summarization PDF
2021-12-13 Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing Shailza Jolly, Pepa Atanasova, Isabelle Augenstein arXiv_CL arXiv_CL Unsupervised Pose Summarization PDF
2021-12-12 Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation Patrick Huber, Linzi Xing, Giuseppe Carenini arXiv_AI arXiv_AI Segmentation Pose Sentiment Summarization PDF
2021-12-10 Human Interpretation and Exploitation of Self-attention Patterns in Transformers: A Case Study in Extractive Summarization Raymond Li, Wen Xiao, Lanjun Wang, Giuseppe Carenini arXiv_AI arXiv_AI Transformer Bert Knowledge Pose Attention Summarization PDF
2021-12-10 Findings on Conversation Disentanglement Rongxin Zhu, Jey Han Lau, Jianzhong Qi arXiv_CL arXiv_CL Transformer Bert Classification Summarization PDF
2021-12-09 Spinning Language Models for Propaganda-As-A-Service Eugene Bagdasaryan, Vitaly Shmatikov arXiv_CL arXiv_CL Embedding Adversarial Pose Sentiment GAN Summarization Language_Model PDF
2021-12-08 Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Lavinia Dunagan, Jacob Morrison, Alexander R. Fabbri, Yejin Choi, Noah A. Smith arXiv_CL arXiv_CL Image_Caption Pose Relation Summarization Caption PDF
2021-12-07 A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing Yanjun Gao, Dmitriy Dligach, Leslie Christensen, Samuel Tesch, Ryan Laffin, Dongfang Xu, Timothy Miller, Ozlem Uzuner, Matthew M Churpek, Majid Afshar arXiv_AI arXiv_AI Recognition Review Attention Summarization Medical PDF
2021-12-07 Change Summarization of Diachronic Scholarly Paper Collections by Semantic Evolution Analysis Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt arXiv_CL arXiv_CL Summarization PDF
2021-12-07 Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation Thong Nguyen, Luu Anh Tuan arXiv_CL arXiv_CL Knowledge Pose Relation Attention Summarization PDF
2021-12-06 An unsupervised extractive summarization method based on multi-round computation Dehao Tao, Yingzhu Xiong, Jin He, Skevin, Yongfeng Huang arXiv_AI arXiv_AI Unsupervised Pose Deep_Learning Attention Summarization PDF
2021-12-06 Team Hitachi @ AutoMin 2021: Reference-free Automatic Minuting Pipeline with Argument Structure Construction over Topic-based Summarization Atsuki Yamaguchi, Gaku Morio, Hiroaki Ozaki, Ken-ichi Yokote, Kenji Nagamatsu arXiv_AI arXiv_AI Pose GAN Summarization PDF
2021-12-05 Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang arXiv_CL arXiv_CL Image_Caption Pose Action Summarization Text_Generation Caption PDF
2021-12-03 The Influence of Data Pre-processing and Post-processing on Long Document Summarization Xinwei Du, Kailun Dong, Yuchen Zhang, Yongsheng Li, Ruei-Yu Tsay arXiv_AI arXiv_AI Transformer Attention Summarization PDF
2021-12-02 InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo, Chloe Clave, Pablo Piantanida arXiv_AI arXiv_AI Relation Summarization Text_Generation Language_Model PDF
2021-12-02 AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization Ze Tang, Chuanyi Li, Jidong Ge, Xiaoyu Shen, Zheling Zhu, Bin Luo arXiv_CL arXiv_CL Transformer Pose Summarization PDF
2021-12-02 CO2Sum:Contrastive Learning for Factual-Consistent Abstractive Summarization Wei Liu, Huanqin Wu, Wenjing Mu, Zhen Li, Tao Chen, Dan Nie arXiv_CL arXiv_CL Pose Contrastive_Learning Summarization Language_Model PDF
2021-12-01 Controlling Conditional Language Models with Distributional Policy Gradients Tomasz Korbak, Hady Elsahar, German Kruszewski, Marc Dymetman arXiv_CL arXiv_CL Self-Supervised Pose Summarization Language_Model PDF
2021-11-30 KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers Avi Chawla, Nidhi Mulay, Vikas Bishnoi, Gaurav Dhama arXiv_CL arXiv_CL Transformer Recognition Bert Represenation_Learning Knowledge Pose Summarization PDF
2021-11-30 Generating Rich Product Descriptions for Conversational E-commerce Systems Shashank Kedia, Aditya Mantha, Sneha Gupta, Stephen Guo, Kannan Achan arXiv_CL arXiv_CL Embedding Bert Speech Pose Summarization PDF
2021-11-27 An analysis of document graph construction methods for AMR summarization Fei-Tzin Lee, Chris Kedzie, Nakul Verma, Kathleen McKeown arXiv_CL arXiv_CL Pose Relation Summarization PDF
2021-11-25 New Approaches to Long Document Summarization: Fourier Transform Based Attention in a Transformer Model Andrew Kiruluta, Andreas Lemos, Eric Lundy arXiv_CL arXiv_CL Transformer Embedding Attention Summarization PDF
2021-11-24 Sparse is Enough in Scaling Transformers Sebastian Jaszczur, Aakanksha Chowdhery, Afroz Mohiuddin, Łukasz Kaiser, Wojciech Gajewski, Henryk Michalewski, Jonni Kanerva arXiv_CL arXiv_CL Transformer Sparse Pose Attention Summarization Inference PDF
2021-11-24 Knowledge Enhanced Sports Game Summarization Jiaan Wang, Zhixu Li, Tingyi Zhang, Duo Zheng, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen arXiv_AI arXiv_AI Knowledge Summarization PDF
2021-11-23 TWEETSUMM -- A Dialog Summarization Dataset for Customer Service Guy Feigenblat, Chulaka Gunasekara, Benjamin Sznajder, Sachindra Joshi, David Konopnicki, Ranit Aharonov arXiv_CL arXiv_CL Unsupervised Pose Summarization PDF
2021-11-22 Operations for Autonomous Spacecraft Rebecca Castano, Tiago Vaquero, Federico Rossi, Vandi Verma, Ellen Van Wyk, Dan Allard, Bennett Huffmann, Erin M. Murphy, Nihal Dhamani, Robert A. Hewitt, Scott Davidoff, Rashied Amini, Anthony Barrett, Julie Castillo-Rogez, Steve A. Chien, Mathieu Choukroun, Alain Dadaian, Raymond Francis, Benjamin Gorr, Mark Hofstadter, Mitch Ingham, Cristina Sorice, Iain Tierney arXiv_AI arXiv_AI Summarization Autonomous PDF
2021-11-19 Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network Nobel Dhar, Gaurob Saha, Prithwiraj Bhattacharjee, Avi Mallick, Md Saiful Islam arXiv_CL arXiv_CL Pose Attention Summarization PDF
2021-11-18 SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban, Tobias Schnabel, Paul N. Bennett, Marti A. Hearst arXiv_CL arXiv_CL Detection Summarization Inference PDF
2021-11-16 Meeting Summarization with Pre-training and Clustering Methods Andras Huebner, Wei Ji, Xiang Xiao arXiv_CL arXiv_CL Transformer Embedding Summarization Language_Model PDF
2021-11-16 Attention-based Multi-hypothesis Fusion for Speech Summarization Takatomo Kano, Atsunori Ogawa, Marc Delcroix, Shinji Watanabe arXiv_CL arXiv_CL Transformer Embedding Recognition Bert Speech Pose Attention Summarization Speech_Recognition PDF
2021-11-15 Question-Based Salient Span Selection for More Controllable Text Summarization Daniel Deutsch, Dan Roth arXiv_CL arXiv_CL Salient Pose Classification Summarization QA PDF
2021-11-15 Adding more data does not always help: A study in medical conversation summarization with PEGASUS Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan arXiv_AI arXiv_AI Transfer_Learning Action Classification Summarization Medical PDF
2021-11-14 Code Representation Learning with Pr'ufer Sequences Tenzin Jinpa, Yong Gao arXiv_AI arXiv_AI Represenation_Learning Pose Summarization PDF
2021-11-13 Robust Deep Reinforcement Learning for Extractive Legal Summarization Duy-Hung Nguyen, Bao-Sinh Nguyen, Nguyen Viet Dung Nghiem, Dung Tien Le, Mim Amina Khatun, Minh-Tien Nguyen, Hung Le arXiv_AI arXiv_AI Reinforcement_Learning Optimization Pose Summarization PDF
2021-11-11 AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Haoran Li, Mona Diab arXiv_CL arXiv_CL Unsupervised Reinforcement_Learning Pose Summarization QA PDF
2021-11-05 Dialogue Inspectional Summarization with Factual Inconsistency Awareness Leilei Gan, Yating Zhang, Kun Kuang, Lin Yuan, Shuo Li, Changlong Sun, Xiaozhong Liu, Fei Wu arXiv_AI arXiv_AI Regularization Knowledge Pose Summarization Medical PDF
2021-11-03 SERC: Syntactic and Semantic Sequence based Event Relation Classification Kritika Venkatachalam, Raghava Mutharaju, Sumit Bhatia arXiv_CL arXiv_CL RNN Speech Pose Classification Relation Summarization PDF
2021-10-26 s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Furu Wei arXiv_CL arXiv_CL Transformer Bert Summarization PDF
2021-10-25 TODSum: Task-Oriented Dialogue Summarization with State Tracking Lulu Zhao, Fujia Zheng, Keqing He, Weihao Zeng, Yuejie Lei, Huixing Jiang, Wei Wu, Weiran Xu, Jun Guo, Fanyu Meng arXiv_AI arXiv_AI Tracking Knowledge Review Pose Attention Summarization PDF
2021-10-25 SgSum: Transforming Multi-document Summarization into Sub-graph Selection Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL Salient Pose Relation Summarization PDF
2021-10-22 Lightweight Decoding Strategies for Increasing Specificity Katy Ilonka Gero, Chris Kedzie, Savvas Petridis, Lydia Chilton arXiv_CL arXiv_CL Unsupervised Pose Summarization Language_Model PDF
2021-10-21 Fast Graph Sampling for Short Video Summarization using Gershgorin Disc Alignment Sadid Sahami (1), Gene Cheung (2), Chia-Wen Lin (1) ((1) National Tsing Hua University, (2) York University) arXiv_CV arXiv_CV Reconstruction Summarization PDF
2021-10-21 Topic-Guided Abstractive Multi-Document Summarization Peng Cui, Le Hu arXiv_AI arXiv_AI Pose Action Relation Summarization PDF
2021-10-21 Improving Non-autoregressive Generation with Mixup Training Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang arXiv_CL arXiv_CL Transformer Pose Summarization Inference Language_Model PDF
2021-10-21 CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li arXiv_CL arXiv_CL Summarization PDF
2021-10-20 Overview of the 2021 Key Point Analysis Shared Task Roni Friedman, Lena Dankin, Yufang Hou, Ranit Aharonov, Yoav Katz, Noam Slonim arXiv_CL arXiv_CL GAN Summarization PDF
2021-10-18 Result Diversification by Multi-objective Evolutionary Algorithms with Theoretical Guarantees Chao Qian, Dan-Xuan Liu, Zhi-Hua Zhou arXiv_AI arXiv_AI Optimization Pose Summarization PDF
2021-10-17 Providing a Philosophical Critique and Guidance of Fairness Metrics Henry Cerbone arXiv_RO arXiv_RO Pose Summarization PDF
2021-10-17 Fine-Grained Opinion Summarization with Minimal Supervision Suyu Ge, Jiaxin Huang, Yu Meng, Sharon Wang, Jiawei Han arXiv_CL arXiv_CL Embedding Pose Quantitative Sentiment Summarization PDF
2021-10-17 A Survey on Awesome Korean NLP Datasets Byunghyun Ban arXiv_CL arXiv_CL Survey Summarization PDF
2021-10-16 FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metricsfor Automatic Text Generation Moussa Kamal Eddine, Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis arXiv_CL arXiv_CL Bert Pose Summarization Text_Generation Language_Model PDF
2021-10-16 PAGnol: An Extra-Large French Generative Model Julien Launay, E.L. Tommasone, Baptiste Pannier, François Boniface, Amélie Chatelain, Alessandro Cappelli, Iacopo Poli, Djamé Seddah arXiv_CL arXiv_CL OCR Bert Summarization PDF
2021-10-16 PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan arXiv_CL arXiv_CL Zero-Shot Salient Pose Few-Shot Attention Summarization PDF
2021-10-16 Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed H. Awadallah, Dragomir Radev, Rui Zhang arXiv_CL arXiv_CL Salient Pose Summarization Language_Model PDF
2021-10-16 Understanding Procedural Knowledge by Sequencing Multimodal Instructional Manuals Te-Lin Wu, Alex Spangher, Pegah Alipoormolabashi, Marjorie Freedman, Ralph Weischedel, Nanyun Peng arXiv_CV arXiv_CV Knowledge Pose Summarization PDF
2021-10-15 Training Dynamics for Text Summarization Models Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, Greg Durrett arXiv_CL arXiv_CL Knowledge Summarization Language_Model PDF
2021-10-15 Aspect-Oriented Summarization through Query-Focused Extraction Ojas Ahuja, Jiacheng Xu, Akshay Gupta, Kevin Horecka, Greg Durrett arXiv_CL arXiv_CL Pose Action Summarization Matching PDF
2021-10-15 DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Ziming Mao, Chen Henry Wu, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed H. Awadallah, Dragomir Radev arXiv_CL arXiv_CL Transformer Pose Action Summarization PDF
2021-10-15 Bridging the Gap: Cross-Lingual Summarization with Compression Rate Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Zewen Chi, Boxing Chen arXiv_CL arXiv_CL Knowledge Pose Summarization PDF
2021-10-15 End-to-End Segmentation-based News Summarization Yang Liu, Chenguang Zhu, Michael Zeng arXiv_CL arXiv_CL Segmentation Pose Summarization Language_Model PDF
2021-10-15 Modeling Endorsement for Multi-Document Abstractive Summarization Logan Lebanoff, Bingqing Wang, Zhe Feng, Fei Liu arXiv_CL arXiv_CL Salient Pose Summarization PDF
2021-10-14 Comparative Opinion Summarization via Collaborative Decoding Hayate Iso, Xiaolan Wang, Yoshihiko Suhara arXiv_CL arXiv_CL Review Pose Few-Shot Summarization PDF
2021-10-14 MReD: A Meta-Review Dataset for Controllable Text Generation Chenhui Shen, Liying Cheng, Ran Zhou, Lidong Bing, Yang You, Luo Si arXiv_CL arXiv_CL Knowledge Review Pose Summarization Text_Generation PDF
2021-10-14 MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization Prafulla Kumar Choubey, Jesse Vig, Wenhao Liu, Nazneen Fatema Rajani arXiv_CL arXiv_CL Reinforcement_Learning Bert Pose Summarization PDF
2021-10-13 Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation Florian Mai, James Henderson arXiv_AI arXiv_AI Embedding Unsupervised Regularization Pose Sentiment Attention Summarization Text_Generation PDF
2021-10-12 HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization Ye Liu, Jian-Guo Zhang, Yao Wan, Congying Xia, Lifang He, Philip S. Yu arXiv_CL arXiv_CL Transformer Sparse Pose Relation Attention Summarization PDF
2021-10-12 Speech Summarization using Restricted Self-Attention Roshan Sharma, Shruti Palaskar, Alan W Black, Florian Metze arXiv_CL arXiv_CL Transformer Recognition Speech Pose Attention Summarization Speech_Recognition PDF
2021-10-12 SportsSum2.0: Generating High-Quality Sports News from Live Text Commentary Jiaan Wang, Zhixu Li, Qiang Yang, Jianfeng Qu, Zhigang Chen, Qingsheng Liu, Guoping Hu arXiv_CL arXiv_CL Pose Summarization PDF
2021-10-10 On Automatic Text Extractive Summarization Based on Graph and pre-trained Language Model Attention Yuan-Ching Lin, Jinwen Ma arXiv_CL arXiv_CL Transformer Relation Attention Summarization CNN Language_Model PDF
2021-10-10 What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study Mohamed Abdalla, Krishnapriya Vishnubhotla, Saif M. Mohammad arXiv_CL arXiv_CL Relation Summarization PDF
2021-10-10 Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization Yan Liu, Yazheng Yang arXiv_CL arXiv_CL Style_Transfer Salient Knowledge Classification Detection Object_Detection Summarization QA PDF
2021-10-09 Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations Daniela Brook Weiss, Paul Roit, Ori Ernst, Ido Dagan arXiv_CL arXiv_CL Salient Pose Summarization PDF
2021-10-09 Bayesian Active Summarization Alexios Gidiotis, Grigorios Tsoumakas arXiv_CL arXiv_CL Summarization PDF
2021-10-08 HydraSum -- Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Tanya Goyal, Nazneen Fatema Rajani, Wenhao Liu, Wojciech Kryściński arXiv_CL arXiv_CL Pose Summarization Inference PDF
2021-10-08 Evaluation of Summarization Systems across Gender, Age, and Race Anna Jørgensen, Anders Søgaard arXiv_CL arXiv_CL Summarization PDF
2021-10-08 Towards a Unified View of Parameter-Efficient Transfer Learning Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig arXiv_CL arXiv_CL Transfer_Learning Text_Classification Pose Classification Summarization Language_Model PDF
2021-10-08 Weakly Supervised Concept Map Generation through Task-Guided Graph Translation Jiaying Lu, Xiangjue Dong, Carl J. Yang arXiv_AI arXiv_AI Unsupervised Weakly_Supervised Knowledge Summarization PDF
2021-10-08 VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization? Hieu Nguyen, Long Phan, James Anibal, Alec Peltekian, Hieu Tran arXiv_CL arXiv_CL Transformer Transfer_Learning Self-Supervised Summarization Text_Generation PDF
2021-10-07 Noisy Text Data: Achilles' Heel of popular transformer based NLP models Kartikay Bagla, Ankit Kumar, Shivam Gupta, Anuj Gupta arXiv_AI arXiv_AI Transformer Text_Classification Classification Summarization PDF
2021-10-07 HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Odellia Boni (1), Guy Feigenblat, Guy Lev (1), Michal Shmueli-Scheuer (1), Benjamin Sznajder (1), David Konopnicki ((1) IBM Research - AI) arXiv_CL arXiv_CL Pose Action Summarization PDF
2021-10-04 Leveraging Information Bottleneck for Scientific Document Summarization Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan arXiv_CL arXiv_CL Unsupervised Pose Summarization Language_Model PDF
2021-10-04 LawSum: A weakly supervised approach for Indian Legal Document Summarization Vedant Parikh, Vidit Mathur, Parth Metha, Nimita Mittal, Prasenjit Majumder arXiv_AI arXiv_AI Weakly_Supervised Pose Summarization Prediction PDF
2021-10-04 TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts Sajad Sotudeh, Hanieh Deilamsalehi, Franck Dernoncourt, Nazli Goharian arXiv_CL arXiv_CL Pose Action Summarization PDF
2021-10-03 Multi-Document Keyphrase Extraction: A Literature Review and the First Dataset Ori Shapira, Ramakanth Pasunuru, Ido Dagan, Yael Amsterdamer arXiv_CL arXiv_CL Review Action Summarization PDF
2021-10-03 Project Debater APIs: Decomposing the AI Grand Challenge Roy Bar-Haim, Yoav Kantor, Elad Venezian, Yoav Katz, Noam Slonim arXiv_CL arXiv_CL Review Survey Summarization PDF
2021-10-01 Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing Necva Bölücü, Burcu Can arXiv_CL arXiv_CL Zero-Shot Pose Few-Shot Summarization PDF
2021-09-30 Key Point Analysis via Contrastive Learning and Extractive Argument Summarization Milad Alshomary, Timon Gurke, Shahbaz Syed, Philipp Heinrich, Maximilian Spliethöver, Philipp Cimiano, Martin Potthast, Henning Wachsmuth arXiv_CL arXiv_CL Pose Contrastive_Learning Summarization Matching PDF
2021-09-30 IntentVizor: Towards Generic Query Guided Interactive Video Summarization Using Slow-Fast Graph Convolutional Networks Guande Wu, Jianzhe Lin, Claudio T. Silva arXiv_CV arXiv_CV Video_Caption Pose Face Summarization CNN PDF
2021-09-29 Privacy Policy Question Answering Assistant: A Query-Guided Extractive Summarization Approach Moniba Keymanesh, Micha Elsner, Srinivasan Parthasarathy arXiv_CL arXiv_CL Pose Action Summarization QA PDF
2021-09-29 Who says like a style of Vitamin: Towards Syntax-Aware DialogueSummarization using Multi-task Learning Seolhwa Lee, Kisu Yang, Chanjun Park, João Sedoc, Heuiseok Lim arXiv_CL arXiv_CL Knowledge Action Summarization PDF
2021-09-28 Generating Summaries for Scientific Paper Review Ana Sabina Uban, Cornelia Caragea arXiv_AI arXiv_AI Review Pose Summarization Language_Model PDF
2021-09-28 Text Simplification for Comprehension-based Question-Answering Tanvi Dadu, Kartikey Pant, Seema Nagar, Ferdous Ahmed Barbhuiya, Kuntal Dey arXiv_CL arXiv_CL Style_Transfer Action Summarization PDF
2021-09-27 Controllable Neural Dialogue Summarization with Personal Named Entity Planning Zhengyuan Liu, Nancy F. Chen arXiv_CL arXiv_CL Pose Summarization PDF
2021-09-26 QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions Daniela Brook Weiss, Paul Roit, Ayal Klein, Ori Ernst, Ido Dagan arXiv_CL arXiv_CL Pose Relation Summarization QA PDF
2021-09-26 A Video Summarization Method Using Temporal Interest Detection and Key Frame Prediction Yubo An, Shenghui Zhao arXiv_CV arXiv_CV Pose Detection Summarization Prediction PDF
2021-09-24 Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations Longxiang Zhang, Renato Negrinho, Arindam Ghosh, Vasudevan Jagannathan, Hamid Reza Hassanzadeh, Thomas Schaaf, Matthew R. Gormley arXiv_CL arXiv_CL Transformer Summarization Medical PDF
2021-09-23 iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration Eran Hirsch, Alon Eirew, Ori Shapira, Avi Caciularu, Arie Cattan, Ori Ernst, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Ido Dagan arXiv_CL arXiv_CL Face Summarization PDF
2021-09-23 Finding a Balanced Degree of Automation for Summary Evaluation Shiyue Zhang, Mohit Bansal arXiv_AI arXiv_AI Pose Relation Summarization Inference PDF
2021-09-23 Incorporating Linguistic Knowledge for Abstractive Multi-document Summarization Congbo Ma, Wei Emma Zhang, Hu Wang, Shubham Gupta, Mingyu Guo arXiv_CL arXiv_CL Transformer Knowledge Pose Relation Attention Summarization PDF
2021-09-22 Scalable Fact-checking with Human-in-the-Loop Jing Yang, Didier Vega-Oliveros, Tais Seibt, Anderson Rocha arXiv_CL arXiv_CL Quantitative GAN Summarization PDF
2021-09-22 Recursively Summarizing Books with Human Feedback Jeff Wu, Long Ouyang, Daniel M. Ziegler, Nissan Stiennon, Ryan Lowe, Jan Leike, Paul Christiano arXiv_AI arXiv_AI Zero-Shot Summarization Inference QA Matching PDF
2021-09-22 MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu, Ondřej Dušek, Shashi Narayan, Verena Rieser, Ioannis Konstas arXiv_CL arXiv_CL Knowledge Summarization Language_Model PDF
2021-09-22 Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan arXiv_CL arXiv_CL Transformer Summarization Text_Generation PDF
2021-09-22 Hierarchical Multimodal Transformer to Summarize Videos Bin Zhao, Maoguo Gong, Xuelong Li arXiv_AI arXiv_AI Transformer Video_Caption RNN Pose Relation Attention Summarization Caption PDF
2021-09-20 BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Nguyen Luong Tran, Duong Minh Le, Dat Quoc Nguyen arXiv_CL arXiv_CL Denoising Summarization PDF
2021-09-19 CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization Shuyang Cao, Lu Wang arXiv_CL arXiv_CL Contrastive_Learning Summarization QA PDF
2021-09-19 Investigating Crowdsourcing Protocols for Evaluatingthe Factual Consistency of Summaries Xiangru Tang, Alexander R. Fabbri, Ziming Mao, Griffin Adams, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev arXiv_CL arXiv_CL Summarization PDF
2021-09-18 TVRecap: A Dataset for Generating Stories with Character Descriptions Mingda Chen, Kevin Gimpel arXiv_CL arXiv_CL Action Summarization PDF
2021-09-17 Biomedical text summarization using Conditional Generative Adversarial Network Seyed Vahid Moravvej, Abdolreza Mirzaei, Mehran Safayani arXiv_CL arXiv_CL Embedding Adversarial Pose GAN Summarization Medical CNN PDF
2021-09-17 Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization Ahmed Magooda, Diane Litman arXiv_CL arXiv_CL Summarization PDF
2021-09-17 Exploring Multitask Learning for Low-Resource AbstractiveSummarization Ahmed Magooda, Mohamed Elaraby, Diane Litman arXiv_CL arXiv_CL Detection Summarization Language_Model PDF
2021-09-17 Language Models as a Knowledge Source for Cognitive Agents Robert E. Wray, III, James R. Kirk, John E. Laird arXiv_AI arXiv_AI Knowledge Review Action Summarization Inference Language_Model PDF
2021-09-16 A Bag of Tricks for Dialogue Summarization Muhammad Khalifa, Miguel Ballesteros, Kathleen McKeown arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2021-09-16 Does Summary Evaluation Survive Translation to Other Languages? Neslihan Iskender, Oleg Vasilyev, Tim Polzehl, John Bohannon, Sebastian Möller arXiv_CL arXiv_CL Relation Summarization PDF
2021-09-16 Improving Unsupervised Question Answering via Summarization-Informed Question Generation Chenyang Lyu, Lifeng Shang, Yvette Graham, Jennifer Foster, Xin Jiang, Qun Liu arXiv_CL arXiv_CL Unsupervised Recognition Pose Summarization QA PDF
2021-09-16 RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization Chenxin An, Ming Zhong, Zhichao Geng, Jianqiang Yang, Xipeng Qiu arXiv_CL arXiv_CL Bert Pose Summarization PDF
2021-09-14 Decision-Focused Summarization Chao-Chun Hsu, Chenhao Tan arXiv_AI arXiv_AI Review Pose Summarization Medical PDF
2021-09-14 Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension Naoya Inoue, Harsh Trivedi, Steven Sinha, Niranjan Balasubramanian, Kentaro Inui arXiv_CL arXiv_CL Pose Summarization PDF
2021-09-14 Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation Mingkai Deng, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu arXiv_CL arXiv_CL Style_Transfer Knowledge Pose Relation Summarization Prediction PDF
2021-09-13 Augmented Abstractive Summarization With Document-LevelSemantic Graph Qiwei Bi, Haoyuan Li, Kun Lu, Hanfang Yang arXiv_CL arXiv_CL RNN Relation Summarization PDF
2021-09-13 UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation Zhengkun Zhang, Xiaojun Meng, Yasheng Wang, Xin Jiang, Qun Liu, Zhenglu Yang arXiv_CL arXiv_CL Image_Caption Salient Knowledge Pose Summarization Text_Generation Caption PDF
2021-09-11 A Survey on Multi-modal Summarization Anubhav Jangra, Adam Jatowt, Sriparna Saha, Mohammad Hasanuzzaman arXiv_CL arXiv_CL Survey Summarization PDF
2021-09-11 StreamHover: Livestream Transcript Summarization and Annotation Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu arXiv_CL arXiv_CL Salient Knowledge Review Summarization PDF
2021-09-10 Refocusing on Relevance: Personalization in NLG Shiran Dudy, Steven Bedrick, Bonnie Webber arXiv_CL arXiv_CL Summarization PDF
2021-09-10 Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization Junpeng Liu, Yanyan Zou, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Caixia Yuan, Xiaojie Wang arXiv_AI arXiv_AI Salient Pose Contrastive_Learning Detection Summarization PDF
2021-09-10 Does Pretraining for Summarization Require Knowledge Transfer? Kundan Krishna, Jeffrey Bigham, Zachary C. Lipton arXiv_CL arXiv_CL Knowledge Summarization PDF
2021-09-10 An Exploratory Study on Long Dialogue Summarization: What Works and What's Next Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir Radev arXiv_CL arXiv_CL Transformer Sparse Salient Pose Summarization PDF
2021-09-09 Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization Bharath Chintagunta, Namit Katariya, Xavier Amatriain, Anitha Kannan arXiv_AI arXiv_AI Summarization Medical PDF
2021-09-09 Learning Opinion Summarizers by Selecting Informative Reviews Arthur Bražinskas, Mirella Lapata, Ivan Titov arXiv_AI arXiv_AI Unsupervised Review Few-Shot Summarization Inference PDF
2021-09-09 ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Alireza Salemi, Emad Kebriaei, Ghazal Neisi Minaei, Azadeh Shakery arXiv_CL arXiv_CL Transformer Bert Salient Pose Attention Summarization Language_Model PDF
2021-09-09 Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui, Qi Zhang arXiv_CL arXiv_CL Adversarial Pose Summarization PDF
2021-09-08 Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems Potsawee Manakul, Mark J. F. Gales arXiv_CL arXiv_CL Transformer Sparse Pose Attention Summarization Inference PDF
2021-09-08 Sequence Level Contrastive Learning for Text Summarization Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei arXiv_CL arXiv_CL Unsupervised Represenation_Learning Pose Contrastive_Learning Summarization Text_Generation PDF
2021-09-07 Aspect-Controllable Opinion Summarization Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata arXiv_CL arXiv_CL Review Pose Summarization PDF
2021-09-07 IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar arXiv_AI arXiv_AI Transfer_Learning NMT Summarization PDF
2021-09-06 ERA: Entity Relationship Aware Video Summarization with Wasserstein GAN Guande Wu, Jianzhe Lin, Claudio T. Silva arXiv_CV arXiv_CV Unsupervised Adversarial Pose Relation GAN Summarization PDF
2021-09-06 DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng arXiv_CL arXiv_CL Segmentation Sparse Pose Action Denoising Attention Summarization PDF
2021-09-06 Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung arXiv_CL arXiv_CL Attention Summarization Text_Generation Language_Model PDF
2021-09-05 Transformer Models for Text Coherence Assessment Tushar Abhishek, Daksh Rawat, Manish Gupta, Vasudeva Varma arXiv_CL arXiv_CL Transformer Pose Deep_Learning Relation Summarization Text_Generation PDF
2021-09-05 Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Recommendation Yankai Chen, Yaming Yang, Yujing Wang, Jing Bai, Xiangchen Song, Irwin King arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Attention