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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"

50 / 1,012 papers shown

Title
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Seanie Lee Dong Bok Lee Sung Ju Hwang 119 109 0 14 Dec 2020
Cross-lingual Transfer of Abstractive Summarizer to Less-resource Language Aleš Žagar Marko Robnik-Šikonja 70 9 0 08 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 283 142 0 08 Dec 2020
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 109 37 0 27 Nov 2020
GLGE: A New General Language Generation Evaluation Benchmark Dayiheng Liu Yu Yan Yeyun Gong Weizhen Qi Hang Zhang ... Jiancheng Lv Ruofei Zhang Winnie Wu Ming Zhou Nan Duan ELM 115 66 0 24 Nov 2020
A Two-Phase Approach for Abstractive Podcast Summarization Chujie Zheng Kunpeng Zhang Harry J. Wang Ling Fan 36 11 0 16 Nov 2020
Open4Business(O4B): An Open Access Dataset for Summarizing Business Documents Amanpreet Singh Niranjan Balasubramanian VLM 28 0 0 15 Nov 2020
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 125 129 0 10 Nov 2020
Sound Natural: Content Rephrasing in Dialog Systems Arash Einolghozati Anchit Gupta K. Diedrick S. Gupta 54 6 0 03 Nov 2020
Liputan6: A Large-scale Indonesian Dataset for Text Summarization Fajri Koto Jey Han Lau Timothy Baldwin 86 46 0 02 Nov 2020
IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP Fajri Koto Afshin Rahimi Jey Han Lau Timothy Baldwin 74 263 0 02 Nov 2020
Pre-trained Summarization Distillation Sam Shleifer Alexander M. Rush 69 103 0 24 Oct 2020
ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin Ashish Sabharwal Tushar Khot 117 3 0 24 Oct 2020
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Shafiq Joty Dragomir R. Radev Yashar Mehdad 214 97 0 24 Oct 2020
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Yuning Mao Xiang Ren Heng Ji Jiawei Han HILM 196 39 0 24 Oct 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni Sheide Chammas Wan Zhu Fei Sha Eugene Ie RALM 113 53 0 23 Oct 2020
Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15 Daiki Shirafuji Hiromichi Kameya Rafal Rzepka K. Araki 52 4 0 22 Oct 2020
Topic-Guided Abstractive Text Summarization: a Joint Learning Approach Chujie Zheng Kunpeng Zhang Harry J. Wang Ling Fan Zhe Wang BDL 15 5 0 20 Oct 2020
Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization Tiezheng Yu Jane Polak Scowcroft Wenliang Dai Pascale Fung 66 5 0 19 Oct 2020
Compressive Summarization with Plausibility and Salience Modeling Shrey Desai Jiacheng Xu Greg Durrett 62 18 0 15 Oct 2020
Understanding Neural Abstractive Summarization Models via Uncertainty Jiacheng Xu Shrey Desai Greg Durrett UQLM 81 47 0 15 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 395 628 0 13 Oct 2020
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance Xi Chen Nan Ding Tomer Levinboim Radu Soricut 37 5 0 13 Oct 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Yiran Chen Pengfei Liu Ming Zhong Zi-Yi Dou Danqing Wang Xipeng Qiu Xuanjing Huang ELM 84 24 0 11 Oct 2020
TeaForN: Teacher-Forcing with N-grams Sebastian Goodman Nan Ding Radu Soricut 75 19 0 07 Oct 2020
Multi-Fact Correction in Abstractive Text Summarization Yue Dong Shuohang Wang Zhe Gan Yu Cheng Jackie C.K. Cheung Jingjing Liu KELM HILM 112 120 0 06 Oct 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training Dong Xu Junhui Li Muhua Zhu Min Zhang Guodong Zhou AIMat 66 69 0 05 Oct 2020
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning Yuning Mao Yanru Qu Yiqing Xie Xiang Ren Jiawei Han AI4TS 141 47 0 30 Sep 2020
Text Generation by Learning from Demonstrations Richard Yuanzhe Pang He He OffRL 70 80 0 16 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 82 12 0 15 Sep 2020
Literal Encoding: Text is a first-class data encoding R. Brath AI4CE 19 2 0 04 Sep 2020
Learning to summarize from human feedback Nisan Stiennon Long Ouyang Jeff Wu Daniel M. Ziegler Ryan J. Lowe Chelsea Voss Alec Radford Dario Amodei Paul Christiano ALM 304 2,195 0 02 Sep 2020
Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization Byron C. Wallace Sayantani Saha Frank Soboczenski Iain J. Marshall HILM 95 79 0 25 Aug 2020
Better Fine-Tuning by Reducing Representational Collapse Armen Aghajanyan Akshat Shrivastava Anchit Gupta Naman Goyal Luke Zettlemoyer S. Gupta AAML 93 210 0 06 Aug 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 616 2,109 0 28 Jul 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 142 724 0 24 Jul 2020
Semi-Supervised Learning Approach to Discover Enterprise User Insights from Feedback and Support Xin Deng Ross Smith Genevieve Quintin 39 3 0 18 Jul 2020
Abstractive and mixed summarization for long-single documents Roger Barrull Jugal Kalita 40 0 0 03 Jul 2020
SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 100 25 0 18 Jun 2020
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization A. Esteva Anuprit Kale Romain Paulus Kazuma Hashimoto Wenpeng Yin Dragomir R. Radev R. Socher 107 65 0 17 Jun 2020
Mathematical Reasoning via Self-supervised Skip-tree Training M. Rabe Dennis Lee Kshitij Bansal Christian Szegedy ReLM LRM 47 2 0 08 Jun 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano GAN SyDa 68 18 0 08 Jun 2020
Catching Attention with Automatic Pull Quote Selection Tanner A. Bohn Charles X. Ling 74 4 0 27 May 2020
Adversarial NLI for Factual Correctness in Text Summarisation Models Mario Barrantes Benedikt Herudek Richard Wang 52 17 0 24 May 2020
Discourse-Aware Unsupervised Summarization of Long Scientific Documents Yue Dong Andrei Mircea Jackie C.K. Cheung 69 8 0 01 May 2020
TLDR: Extreme Summarization of Scientific Documents Isabel Cachola Kyle Lo Arman Cohan Daniel S. Weld 157 217 0 30 Apr 2020
Self-Supervised and Controlled Multi-Document Opinion Summarization Hady ElSahar Maximin Coavoux Matthias Gallé Jos Rozen 66 48 0 30 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 230 4,109 0 10 Apr 2020
Rapformer: Conditional Rap Lyrics Generation with Denoising Autoencoders Nikola I. Nikolov Eric Malmi Curtis G. Northcutt Loreto Parisi AI4CE 59 6 0 08 Apr 2020
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Chenguang Zhu Ruochen Xu Michael Zeng Xuedong Huang BDL AI4TS 89 18 0 04 Apr 2020