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 / 999 papers shown

Title
Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech Yi-Ling Chung Serra Sinem Tekiroğlu Marco Guerini 21 61 0 22 Jun 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 55 811 0 22 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 33 26 0 21 Jun 2021
A Condense-then-Select Strategy for Text Summarization Hou Pong Chan Irwin King 17 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 26 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 21 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 33 34 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 58 818 0 14 Jun 2021
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation Jacob Parnell Inigo Jauregi Unanue Massimo Piccardi 28 5 0 08 Jun 2021
Diverse Pretrained Context Encodings Improve Document Translation Domenic Donato Lei Yu Chris Dyer 30 15 0 07 Jun 2021
AgreeSum: Agreement-Oriented Multi-Document Summarization Richard Yuanzhe Pang Á. Lelkes Vinh Q. Tran Cong Yu 16 16 0 04 Jun 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Yixin Liu Peng Liu AILaw 33 255 0 03 Jun 2021
Defending Against Backdoor Attacks in Natural Language Generation Xiaofei Sun Xiaoya Li Yuxian Meng Xiang Ao Fei Wu Jiwei Li Tianwei Zhang AAML SILM 31 47 0 03 Jun 2021
To Point or Not to Point: Understanding How Abstractive Summarizers Paraphrase Text Matthew Wilber William Timkey Marten van Schijndel 24 8 0 03 Jun 2021
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution Jiacheng Xu Greg Durrett 38 16 0 03 Jun 2021
Evaluating the Efficacy of Summarization Evaluation across Languages Fajri Koto Jey Han Lau Timothy Baldwin 50 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 24 19 0 02 Jun 2021
Generating Informative Conclusions for Argumentative Texts S. Syed Khalid Al Khatib Milad Alshomary Henning Wachsmuth Martin Potthast 16 22 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 27 60 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 31 28 0 01 Jun 2021
Controllable Abstractive Dialogue Summarization with Sketch Supervision C. Wu Linqing Liu Wenhao Liu Pontus Stenetorp Caiming Xiong 19 52 0 28 May 2021
Cross-Lingual Abstractive Summarization with Limited Parallel Resources Yu Bai Yang Gao Heyan Huang 16 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 38 467 0 28 May 2021
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance Dan Su Tiezheng Yu Pascale Fung 23 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 36 45 0 25 May 2021
Focus Attention: Promoting Faithfulness and Diversity in Summarization Rahul Aralikatte Shashi Narayan Joshua Maynez S. Rothe Ryan T. McDonald 35 45 0 25 May 2021
Estimating Redundancy in Clinical Text Thomas Searle Zina M. Ibrahim J. Teo Richard J. B. Dobson 24 20 0 25 May 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 41 514 0 24 May 2021
Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue Alexios Gidiotis Grigorios Tsoumakas UQCV UD BDL 22 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 36 146 0 18 May 2021
EASE: Extractive-Abstractive Summarization with Explanations Haoran Li Arash Einolghozati Srini Iyer Bhargavi Paranjape Yashar Mehdad Sonal Gupta Marjan Ghazvininejad 31 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 25 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 43 98 0 10 May 2021
Long-Span Summarization via Local Attention and Content Selection Potsawee Manakul Mark Gales 21 42 0 08 May 2021
Generating abstractive summaries of Lithuanian news articles using a transformer model Lukas Stankevicius M. Lukoševičius 24 2 0 23 Apr 2021
Automated News Summarization Using Transformers Anushka Gupta Diksha Chugh Anjum R. Katarya 14 61 0 23 Apr 2021
On the Influence of Masking Policies in Intermediate Pre-training Qinyuan Ye Belinda Z. Li Sinong Wang Benjamin Bolte Hao Ma Wen-tau Yih Xiang Ren Madian Khabsa 13 12 0 18 Apr 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 270 33 0 18 Apr 2021
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation Yuning Mao Wenchang Ma Deren Lei Jiawei Han Xiang Ren 29 4 0 18 Apr 2021
MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs Zewen Chi Li Dong Shuming Ma Shaohan Huang Xian-Ling Mao Heyan Huang Furu Wei LRM 53 72 0 18 Apr 2021
Transductive Learning for Abstractive News Summarization Arthur Bravzinskas Mengwen Liu Ramesh Nallapati Sujith Ravi Markus Dreyer AI4TS 14 1 0 17 Apr 2021
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs Jiaao Chen Diyi Yang 25 97 0 16 Apr 2021
A Survey of Recent Abstract Summarization Techniques Diyah Puspitaningrum 16 6 0 15 Apr 2021
Planning with Learned Entity Prompts for Abstractive Summarization Shashi Narayan Yao-Min Zhao Joshua Maynez Gonçalo Simões Vitaly Nikolaev Ryan T. McDonald LRM 22 116 0 15 Apr 2021
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization Jesse Vig Wojciech Kry'sciñski Karan Goel Nazneen Rajani 13 22 0 15 Apr 2021
Hierarchical Learning for Generation with Long Source Sequences T. Rohde Xiaoxia Wu Yinhan Liu BDL VLM 25 56 0 15 Apr 2021
RefSum: Refactoring Neural Summarization Yixin Liu Zi-Yi Dou Pengfei Liu 24 40 0 15 Apr 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce Song Xu Haoran Li Peng Yuan Yujia Wang Youzheng Wu Xiaodong He Ying Liu Bowen Zhou KELM 38 24 0 14 Apr 2021
Towards objectively evaluating the quality of generated medical summaries Francesco Moramarco Damir Juric Aleksandar Savkov Ehud Reiter 19 9 0 09 Apr 2021
Annotating and Modeling Fine-grained Factuality in Summarization Tanya Goyal Greg Durrett HILM 21 153 0 09 Apr 2021