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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
The History of Speech Recognition to the Year 2030 Awni Y. Hannun AI4TS 121 21 0 30 Jul 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 347 4,050 0 28 Jul 2021
Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation Yufei Wang Can Xu Huang Hu Chongyang Tao Stephen Wan Mark Dras Mark Johnson Daxin Jiang 57 10 0 27 Jul 2021
DeepTitle -- Leveraging BERT to generate Search Engine Optimized Headlines Cristian Anastasiu Hanna Behnke Sarah Lück Viktor Malesevic Aamna Najmi Javier Poveda-Panter 96 3 0 22 Jul 2021
Spinning Sequence-to-Sequence Models with Meta-Backdoors Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 86 8 0 22 Jul 2021
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes Nianlong Gu Elliott Ash Richard H. R. Hahnloser RALM 51 33 0 19 Jul 2021
HTLM: Hyper-Text Pre-Training and Prompting of Language Models Armen Aghajanyan Dmytro Okhonko M. Lewis Mandar Joshi Hu Xu Gargi Ghosh Luke Zettlemoyer VLM VPVLM AI4TS AI4CE 73 76 0 14 Jul 2021
Can Transformer Models Measure Coherence In Text? Re-Thinking the Shuffle Test Philippe Laban Luke Dai Lucas Bandarkar Marti A. Hearst 63 26 0 07 Jul 2021
On Training Instance Selection for Few-Shot Neural Text Generation Ernie Chang Xiaoyu Shen Hui-Syuan Yeh Vera Demberg 88 42 0 07 Jul 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 80 103 0 07 Jul 2021
Interviewer-Candidate Role Play: Towards Developing Real-World NLP Systems Neeraj Varshney Swaroop Mishra Chitta Baral 102 0 0 01 Jul 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman OffRL 63 34 0 01 Jul 2021
All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text Elizabeth Clark Tal August Sofia Serrano Nikita Haduong Suchin Gururangan Noah A. Smith DeLMO 161 418 0 30 Jun 2021
Improving Factual Consistency of Abstractive Summarization on Customer Feedback Yang Liu Yifei Sun Vincent Gao HILM 55 6 0 30 Jun 2021
R-Drop: Regularized Dropout for Neural Networks Xiaobo Liang Lijun Wu Juntao Li Yue Wang Qi Meng Tao Qin Wei Chen Hao Fei Tie-Yan Liu 90 440 0 28 Jun 2021
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages Tahmid Hasan Abhik Bhattacharjee Md. Saiful Islam Kazi Samin Mubasshir Yuan-Fang Li Yong-Bin Kang M. Rahman Rifat Shahriyar 104 373 0 25 Jun 2021
Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech Yi-Ling Chung Serra Sinem Tekiroğlu Marco Guerini 72 67 0 22 Jun 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 199 851 0 22 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 96 26 0 21 Jun 2021
A Condense-then-Select Strategy for Text Summarization Hou Pong Chan Irwin King 45 13 0 19 Jun 2021
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling Di Jin Seokhwan Kim Dilek Z. Hakkani-Tür 58 14 0 16 Jun 2021
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma Junichiro Mori Danushka Bollegala Ichiro Sakata 49 27 0 15 Jun 2021
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data Han Guo Bowen Tan Zhengzhong Liu Eric P. Xing Zhiting Hu OffRL 92 35 0 14 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 177 863 0 14 Jun 2021
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation Jacob Parnell Inigo Jauregi Unanue Massimo Piccardi 60 5 0 08 Jun 2021
Diverse Pretrained Context Encodings Improve Document Translation Domenic Donato Lei Yu Chris Dyer 54 16 0 07 Jun 2021
AgreeSum: Agreement-Oriented Multi-Document Summarization Richard Yuanzhe Pang Á. Lelkes Vinh Q. Tran Cong Yu 57 17 0 04 Jun 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Yixin Liu Peng Liu AILaw 85 264 0 03 Jun 2021
Defending Against Backdoor Attacks in Natural Language Generation Xiaofei Sun Xiaoya Li Yuxian Meng Xiang Ao Leilei Gan Jiwei Li Tianwei Zhang AAML SILM 103 52 0 03 Jun 2021
To Point or Not to Point: Understanding How Abstractive Summarizers Paraphrase Text Matthew Wilber William Timkey Marten van Schijndel 123 8 0 03 Jun 2021
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution Jiacheng Xu Greg Durrett 99 16 0 03 Jun 2021
Evaluating the Efficacy of Summarization Evaluation across Languages Fajri Koto Jey Han Lau Timothy Baldwin 110 19 0 02 Jun 2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization Yichen Jiang Asli Celikyilmaz P. Smolensky Paul Soulos Sudha Rao Hamid Palangi Roland Fernandez Caitlin Smith Joey Tianyi Zhou Jianfeng Gao 80 19 0 02 Jun 2021
Generating Informative Conclusions for Argumentative Texts S. Syed Khalid Al Khatib Milad Alshomary Henning Wachsmuth Martin Potthast 47 24 0 02 Jun 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Alexander R. Fabbri Faiaz Rahman Imad Rizvi Borui Wang Haoran Li Yashar Mehdad Dragomir R. Radev 96 65 0 01 Jun 2021
Question-aware Transformer Models for Consumer Health Question Summarization S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman ELM MedIm 95 28 0 01 Jun 2021
Controllable Abstractive Dialogue Summarization with Sketch Supervision Chien-Sheng Wu Linqing Liu Wenhao Liu Pontus Stenetorp Caiming Xiong 83 52 0 28 May 2021
Cross-Lingual Abstractive Summarization with Limited Parallel Resources Yu Bai Yang Gao Heyan Huang 91 52 0 28 May 2021
ByT5: Towards a token-free future with pre-trained byte-to-byte models Linting Xue Aditya Barua Noah Constant Rami Al-Rfou Sharan Narang Mihir Kale Adam Roberts Colin Raffel 149 508 0 28 May 2021
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance Jane Polak Scowcroft Tiezheng Yu Pascale Fung 78 28 0 27 May 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua Wu Haifeng Wang 78 45 0 25 May 2021
Focus Attention: Promoting Faithfulness and Diversity in Summarization Rahul Aralikatte Shashi Narayan Joshua Maynez S. Rothe Ryan T. McDonald 112 46 0 25 May 2021
Estimating Redundancy in Clinical Text Thomas Searle Zina M. Ibrahim J. Teo Richard J. B. Dobson 69 21 0 25 May 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 106 533 0 24 May 2021
Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue Alexios Gidiotis Grigorios Tsoumakas UQCV UD BDL 72 9 0 21 May 2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization Wojciech Kry'sciñski Nazneen Rajani Divyansh Agarwal Caiming Xiong Dragomir R. Radev RALM 118 154 0 18 May 2021
EASE: Extractive-Abstractive Summarization with Explanations Haoran Li Arash Einolghozati Srini Iyer Bhargavi Paranjape Yashar Mehdad Sonal Gupta Marjan Ghazvininejad 50 10 0 14 May 2021
The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban Andrew Hsi Bloomberg John F. Canny Marti A. Hearst 73 56 0 11 May 2021
Poolingformer: Long Document Modeling with Pooling Attention Hang Zhang Yeyun Gong Yelong Shen Weisheng Li Jiancheng Lv Nan Duan Weizhu Chen 106 99 0 10 May 2021
Long-Span Summarization via Local Attention and Content Selection Potsawee Manakul Mark Gales 87 42 0 08 May 2021