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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
Generating abstractive summaries of Lithuanian news articles using a transformer model Lukas Stankevicius M. Lukoševičius 50 3 0 23 Apr 2021
Automated News Summarization Using Transformers Anushka Gupta Diksha Chugh Anjum R. Katarya 42 65 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 91 12 0 18 Apr 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 317 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 111 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 125 74 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 91 98 0 16 Apr 2021
A Survey of Recent Abstract Summarization Techniques Diyah Puspitaningrum 24 7 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 94 120 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 84 22 0 15 Apr 2021
Hierarchical Learning for Generation with Long Source Sequences T. Rohde Xiaoxia Wu Yinhan Liu BDL VLM 76 56 0 15 Apr 2021
RefSum: Refactoring Neural Summarization Yixin Liu Zi-Yi Dou Pengfei Liu 70 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 91 24 0 14 Apr 2021
Towards objectively evaluating the quality of generated medical summaries Francesco Moramarco Damir Juric Aleksandar Savkov Ehud Reiter 32 9 0 09 Apr 2021
Annotating and Modeling Fine-grained Factuality in Summarization Tanya Goyal Greg Durrett HILM 90 153 0 09 Apr 2021
Attention Head Masking for Inference Time Content Selection in Abstractive Summarization Shuyang Cao Lu Wang CVBM 52 12 0 06 Apr 2021
Efficient Attentions for Long Document Summarization L. Huang Shuyang Cao Nikolaus Nova Parulian Heng Ji Lu Wang 137 289 0 05 Apr 2021
Rethinking Perturbations in Encoder-Decoders for Fast Training Sho Takase Shun Kiyono 84 46 0 05 Apr 2021
A New Approach to Overgenerating and Scoring Abstractive Summaries Kaiqiang Song Bingqing Wang Z. Feng Fei Liu 110 17 0 05 Apr 2021
Inference Time Style Control for Summarization Shuyang Cao Lu Wang AI4TS 81 16 0 05 Apr 2021
Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness Aishwarya Gupta Avik Pal Bholeshwar Khurana Lakshay Tyagi Ashutosh Modi 53 6 0 02 Apr 2021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions Guillaume Staerman Pavlo Mozharovskyi Pierre Colombo Stéphan Clémenccon Florence dÁlché-Buc OOD 582 17 0 23 Mar 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 80 277 0 23 Mar 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 162 1,566 0 18 Mar 2021
Team Phoenix at WASSA 2021: Emotion Analysis on News Stories with Pre-Trained Language Models Yash Butala Kanishk Singh Adarsh Kumar Shrey Shrivastava 60 10 0 10 Mar 2021
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering Aman Jain Mayank Kothyari Vishwajeet Kumar Preethi Jyothi Ganesh Ramakrishnan Soumen Chakrabarti 68 36 0 09 Mar 2021
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data Tarek Naous Wissam Antoun Reem A. Mahmoud Hazem M. Hajj 80 18 0 07 Mar 2021
Neural networks can understand compositional functions that humans do not, in the context of emergent communication Hugh Perkins 92 4 0 06 Mar 2021
Meta-Transfer Learning for Low-Resource Abstractive Summarization Yi-Syuan Chen Hong-Han Shuai CLL OffRL 103 39 0 18 Feb 2021
Entity-level Factual Consistency of Abstractive Text Summarization Feng Nan Ramesh Nallapati Zhiguo Wang Cicero Nogueira dos Santos Henghui Zhu Dejiao Zhang Kathleen McKeown Bing Xiang HILM 200 161 0 18 Feb 2021
Quiz-Style Question Generation for News Stories Á. Lelkes Vinh Q. Tran Cong Yu 84 42 0 18 Feb 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 565 1,143 0 17 Feb 2021
Unsupervised Extractive Summarization using Pointwise Mutual Information Vishakh Padmakumar He He 62 46 0 11 Feb 2021
Text Compression-aided Transformer Encoding Z. Li Zhuosheng Zhang Hai Zhao Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita AI4CE 71 45 0 11 Feb 2021
Toward Improving Coherence and Diversity of Slogan Generation Yiping Jin Akshay Bhatia Dittaya Wanvarie Phu T. V. Le 28 5 0 11 Feb 2021
CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models Yusheng Su Xu Han Yankai Lin Zhengyan Zhang Zhiyuan Liu Peng Li Jie Zhou Maosong Sun 73 10 0 07 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 323 285 0 02 Feb 2021
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents Tsu-Jui Fu Wenjie Wang Daniel J. McDuff Yale Song 90 53 0 28 Jan 2021
Open-Domain Conversational Search Assistant with Transformers Rafael Ferreira Mariana Leite David Semedo João Magalhães 41 11 0 20 Jan 2021
GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation Daniel Khashabi Gabriel Stanovsky Jonathan Bragg Nicholas Lourie Jungo Kasai Yejin Choi Noah A. Smith Daniel S. Weld 133 21 0 17 Jan 2021
LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning Yuhuai Wu M. Rabe Wenda Li Jimmy Ba Roger C. Grosse Christian Szegedy AIMat LRM 142 57 0 15 Jan 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 132 172 0 14 Jan 2021
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Joey Tianyi Zhou Christopher Ré AAML OffRL OOD 199 140 0 13 Jan 2021
CDLM: Cross-Document Language Modeling Avi Caciularu Arman Cohan Iz Beltagy Matthew E. Peters Arie Cattan Ido Dagan VLM 75 33 0 02 Jan 2021
Studying Strategically: Learning to Mask for Closed-book QA Qinyuan Ye Belinda Z. Li Sinong Wang Benjamin Bolte Hao Ma Wen-tau Yih Xiang Ren Madian Khabsa OffRL 86 12 0 31 Dec 2020
BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining Weizhen Qi Yeyun Gong Jian Jiao Yu Yan Weizhu Chen ... Houqiang Li Jiusheng Chen Ruofei Zhang Ming Zhou Nan Duan 101 46 0 31 Dec 2020
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Zhaopeng Tu AI4CE 66 35 0 29 Dec 2020
On Generating Extended Summaries of Long Documents Sajad Sotudeh Arman Cohan Nazli Goharian 69 17 0 28 Dec 2020
Few-Shot Text Generation with Pattern-Exploiting Training Timo Schick Hinrich Schütze 114 148 0 22 Dec 2020