PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization

18 December 2019

Mohammad Saleh

Papers citing "PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization"

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Title
How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh Jiaxin Ju He Zhang Ming Liu Shirui Pan HILM 38 39 0 30 Oct 2022
Improving abstractive summarization with energy-based re-ranking Diogo Pernes Afonso Mendes André F. T. Martins 25 6 0 27 Oct 2022
Analyzing Multi-Task Learning for Abstractive Text Summarization Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 27 4 0 26 Oct 2022
SentBS: Sentence-level Beam Search for Controllable Summarization Chenhui Shen Liying Cheng Lidong Bing Yang You Luo Si 42 11 0 26 Oct 2022
$N$ -gram Is Back: Residual Learning of Neural Text Generation with $n$ -gram Language Model Huayang Li Deng Cai J. Xu Taro Watanabe VLM 37 1 0 26 Oct 2022
Universal Evasion Attacks on Summarization Scoring Wenchuan Mu Kwan Hui Lim AAML 45 1 0 25 Oct 2022
Revision for Concision: A Constrained Paraphrase Generation Task Wenchuan Mu Kwanin Lim 34 3 0 25 Oct 2022
LANS: Large-scale Arabic News Summarization Corpus Abdulaziz Alhamadani Xuchao Zhang Jianfeng He Chang-Tien Lu 28 2 0 24 Oct 2022
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts Hongli Zhan Tiberiu Sosea Cornelia Caragea Junjie Li 43 5 0 22 Oct 2022
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts Rajdeep Mukherjee Abhinav Bohra Akash Banerjee Soumya Sharma Manjunath Hegde ... Shivani Shrivastava Koustuv Dasgupta Niloy Ganguly Saptarshi Ghosh Pawan Goyal RALM 41 44 0 22 Oct 2022
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling Vidhisha Balachandran Hannaneh Hajishirzi William W. Cohen Yulia Tsvetkov HILM KELM 92 46 0 22 Oct 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Sujian Li Yajuan Lyu 47 3 0 22 Oct 2022
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 37 1 0 22 Oct 2022
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 60 32 0 22 Oct 2022
A Dataset for Plain Language Adaptation of Biomedical Abstracts Kush Attal Brian D. Ondov Dina Demner-Fushman 39 18 0 21 Oct 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization Bin Wang Chen Zhang Yan Zhang Yiming Chen Haizhou Li HILM 43 15 0 21 Oct 2022
Prophet Attention: Predicting Attention with Future Attention for Image Captioning Fenglin Liu Xuancheng Ren Xian Wu Wei Fan Yuexian Zou Xu Sun 31 46 0 19 Oct 2022
A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification Anupama Chingacham Vera Demberg Dietrich Klakow 30 1 0 19 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 34 6 0 18 Oct 2022
Summary Workbench: Unifying Application and Evaluation of Text Summarization Models S. Syed Dominik Schwabe Martin Potthast 24 0 0 18 Oct 2022
Adversarial and Safely Scaled Question Generation Sreehari Sankar Zhihang Dong 18 0 0 17 Oct 2022
Towards Summary Candidates Fusion Mathieu Ravaut Shafiq Joty Nancy F. Chen 34 14 0 17 Oct 2022
TLDW: Extreme Multimodal Summarisation of News Videos Peggy Tang Kun Hu Lei Zhang Jiebo Luo Zhiyong Wang 26 9 0 16 Oct 2022
Self-Repetition in Abstractive Neural Summarizers Nikita Salkar T. Trikalinos Byron C. Wallace A. Nenkova 21 10 0 14 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 86 86 0 14 Oct 2022
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling Jinchao Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Lingpeng Kong 3DV 46 9 0 14 Oct 2022
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation A. Shukla Paheli Bhattacharya Soham Poddar Rajdeep Mukherjee Kripabandhu Ghosh Pawan Goyal Saptarshi Ghosh ELM AILaw 24 48 0 14 Oct 2022
LSG Attention: Extrapolation of pretrained Transformers to long sequences Charles Condevaux S. Harispe 43 24 0 13 Oct 2022
Shortcomings of Question Answering Based Factuality Frameworks for Error Localization Ryo Kamoi Tanya Goyal Greg Durrett HILM 44 14 0 13 Oct 2022
Can Pretrained Language Models (Yet) Reason Deductively? Moy Yuan Songbo Hu Ivan Vulić Anna Korhonen Zaiqiao Meng ReLM ELM LRM 42 8 0 12 Oct 2022
Hierarchical3D Adapters for Long Video-to-text Summarization Pinelopi Papalampidi Mirella Lapata VGen 36 12 0 10 Oct 2022
Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning Zhuoxuan Jiang Lingfeng Qiao Di Yin Shanshan Feng Bo Ren SyDa 35 2 0 10 Oct 2022
Towards Improving Faithfulness in Abstractive Summarization Preslav Nakov Mingzhe Li Xin Gao Xiangliang Zhang HILM 35 26 0 04 Oct 2022
Enriching Vulnerability Reports Through Automated and Augmented Description Summarization Hattan Althebeiti David A. Mohaisen 22 3 0 03 Oct 2022
Probing of Quantitative Values in Abstractive Summarization Models Nathan M. White 23 0 0 03 Oct 2022
Calibrating Sequence likelihood Improves Conditional Language Generation Yao-Min Zhao Misha Khalman Rishabh Joshi Shashi Narayan Mohammad Saleh Peter J. Liu UQLM 31 119 0 30 Sep 2022
Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Jessie Ren Jiaming Luo Yao-Min Zhao Kundan Krishna Mohammad Saleh Balaji Lakshminarayanan Peter J. Liu OODD 75 98 0 30 Sep 2022
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals Piotr Wojciech Mirowski Kory W. Mathewson Jaylen Pittman Richard Evans HAI 67 252 0 29 Sep 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 23 0 29 Sep 2022
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Hoang Thang Ta Abu Bakar Siddiqur Rahman Navonil Majumder Amir Hussain Lotfollah Najjar N. Howard Soujanya Poria Alexander Gelbukh 34 11 0 27 Sep 2022
Text Summarization with Oracle Expectation Yumo Xu Mirella Lapata VLM 24 4 0 26 Sep 2022
Multi-modal Video Chapter Generation Xiao Cao Zitan Chen Canyu Le Lei Meng VGen 33 3 0 26 Sep 2022
News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal Junyi Jessy Li Greg Durrett ELM 33 387 0 26 Sep 2022
Scope of Pre-trained Language Models for Detecting Conflicting Health Information Josepho D. Gatto Madhusudan Basak S. Preum 34 7 0 22 Sep 2022
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Swarnadeep Saha Shiyue Zhang Peter Hase Joey Tianyi Zhou 42 19 0 21 Sep 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 62 30 0 21 Sep 2022
PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting Hao Xue Flora D.Salim AI4TS 42 138 0 20 Sep 2022
Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce Bo Chen Jiayi Liu M. Maimaiti Xing Gao Ji Zhang 25 3 0 20 Sep 2022
CSL: A Large-scale Chinese Scientific Literature Dataset Yudong Li Yuqing Zhang Zhe Zhao Lin-cheng Shen Weijie Liu Weiquan Mao Hui Zhang AILaw 135 50 0 12 Sep 2022
Harnessing Abstractive Summarization for Fact-Checked Claim Detection Varad Bhatnagar Diptesh Kanojia Kameswari Chebrolu HILM 43 8 0 10 Sep 2022