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 / 253 papers shown

Title
HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Tanya Goyal Nazneen Rajani Wenhao Liu Wojciech Kry'sciñski AI4CE 11 12 0 08 Oct 2021
Cut the CARP: Fishing for zero-shot story evaluation Shahbuland Matiana J. Smith Ryan Teehan Louis Castricato Stella Biderman Leo Gao Spencer Frazier 39 16 0 06 Oct 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 23 6 0 22 Sep 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen A. Luu Truc Lu Tho Quan 6 34 0 22 Sep 2021
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Nguyen Luong Tran Duong Minh Le Dat Quoc Nguyen 14 51 0 20 Sep 2021
Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries Xiangru Tang Alexander R. Fabbri Haoran Li Ziming Mao Griffin Adams Borui Wang Asli Celikyilmaz Yashar Mehdad Dragomir R. Radev HILM 13 19 0 19 Sep 2021
A Bag of Tricks for Dialogue Summarization Muhammad Khalifa Miguel Ballesteros Kathleen McKeown 8 27 0 16 Sep 2021
Adversarial Examples for Evaluating Math Word Problem Solvers Vivek Kumar Rishabh Maheshwary Vikram Pudi AAML 14 32 0 13 Sep 2021
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning Li Zhou Kevin Small Yong Zhang Sandeep Atluri 32 2 0 10 Sep 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization Bharath Chintagunta Namit Katariya X. Amatriain Anitha Kannan LM&MA MedIm 120 147 0 09 Sep 2021
ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections Jiexin Wang Adam Jatowt Masatoshi Yoshikawa 25 33 0 08 Sep 2021
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization Tiezheng Yu Wenliang Dai Zihan Liu Pascale Fung 24 72 0 06 Sep 2021
Scheduled Sampling Based on Decoding Steps for Neural Machine Translation Yijin Liu Fandong Meng Yufeng Chen Jinan Xu Jie Zhou 20 16 0 30 Aug 2021
Generating Answer Candidates for Quizzes and Answer-Aware Question Generators Kristiyan Vachev Momchil Hardalov Georgi Karadzhov Georgi Georgiev Ivan Koychev Preslav Nakov AI4Ed 19 5 0 29 Aug 2021
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Chujie Zheng Kunpeng Zhang Harry J. Wang Ling Fan Zhe Wang 14 6 0 26 Aug 2021
Prompt-Learning for Fine-Grained Entity Typing Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Haitao Zheng Zhiyuan Liu Juan-Zi Li Hong-Gee Kim 15 155 0 24 Aug 2021
ComSum: Commit Messages Summarization and Meaning Preservation Leshem Choshen Idan Amit 17 4 0 23 Aug 2021
Hierarchical Summarization for Longform Spoken Dialog Daniel Li Thomas Chen Albert Tung Lydia B. Chilton 11 19 0 21 Aug 2021
Spinning Sequence-to-Sequence Models with Meta-Backdoors Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 33 8 0 22 Jul 2021
On Training Instance Selection for Few-Shot Neural Text Generation Ernie Chang Xiaoyu Shen Hui-Syuan Yeh Vera Demberg 9 40 0 07 Jul 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman OffRL 8 33 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 17 389 0 30 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 17 340 0 25 Jun 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 6 801 0 22 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 16 26 0 21 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 24 807 0 14 Jun 2021
Evaluating the Efficacy of Summarization Evaluation across Languages Fajri Koto Jey Han Lau Timothy Baldwin 42 19 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 14 60 0 01 Jun 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 33 512 0 24 May 2021
The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban Andrew Hsi Bloomberg John F. Canny Marti A. Hearst 9 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 29 98 0 10 May 2021
Generating abstractive summaries of Lithuanian news articles using a transformer model Lukas Stankevicius M. Lukoševičius 16 2 0 23 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 14 24 0 14 Apr 2021
Annotating and Modeling Fine-grained Factuality in Summarization Tanya Goyal Greg Durrett HILM 11 153 0 09 Apr 2021
QuestEval: Summarization Asks for Fact-based Evaluation Thomas Scialom Paul-Alexis Dray Patrick Gallinari Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano Alex Jinpeng Wang HILM 11 266 0 23 Mar 2021
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data Tarek Naous Wissam Antoun Reem A. Mahmoud Hazem M. Hajj 28 18 0 07 Mar 2021
Meta-Transfer Learning for Low-Resource Abstractive Summarization Yi-Syuan Chen Hong-Han Shuai CLL OffRL 37 38 0 18 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 246 283 0 02 Feb 2021
Open-Domain Conversational Search Assistant with Transformers Rafael Ferreira Mariana Leite David Semedo João Magalhães 11 11 0 20 Jan 2021
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 211 138 0 08 Dec 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 28 66 0 24 Nov 2020
Pre-trained Summarization Distillation Sam Shleifer Alexander M. Rush 11 98 0 24 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 214 607 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 12 24 0 11 Oct 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 20 12 0 15 Sep 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 38 684 0 24 Jul 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 28 3,904 0 10 Apr 2020
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Chenguang Zhu Ruochen Xu Michael Zeng Xuedong Huang BDL AI4TS 18 18 0 04 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 241 1,444 0 18 Mar 2020
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 233 214 0 07 Sep 2019