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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
Probing of Quantitative Values in Abstractive Summarization Models Nathan M. White 76 0 0 03 Oct 2022
Calibrating Sequence likelihood Improves Conditional Language Generation Yao-Min Zhao Misha Khalman Rishabh Joshi Shashi Narayan Mohammad Saleh Peter J. Liu UQLM 111 135 0 30 Sep 2022
Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Jessie Ren Jiaming Luo Yao-Min Zhao Kundan Krishna Mohammad Saleh Balaji Lakshminarayanan Peter J. Liu OODD 129 114 0 30 Sep 2022
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals Piotr Wojciech Mirowski Kory W. Mathewson Jaylen Pittman Richard Evans HAI 117 267 0 29 Sep 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 66 23 0 29 Sep 2022
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Hoang Thang Ta Abu Bakar Siddiqur Rahman Navonil Majumder Amir Hussain Lotfollah Najjar N. Howard Soujanya Poria Alexander Gelbukh 81 11 0 27 Sep 2022
Text Summarization with Oracle Expectation Yumo Xu Mirella Lapata VLM 55 4 0 26 Sep 2022
Multi-modal Video Chapter Generation Xiao Cao Zitan Chen Canyu Le Lei Meng VGen 68 3 0 26 Sep 2022
News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal Junyi Jessy Li Greg Durrett ELM 130 411 0 26 Sep 2022
Scope of Pre-trained Language Models for Detecting Conflicting Health Information Josepho D. Gatto Madhusudan Basak S. Preum 51 7 0 22 Sep 2022
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Swarnadeep Saha Shiyue Zhang Peter Hase Joey Tianyi Zhou 106 20 0 21 Sep 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 120 31 0 21 Sep 2022
PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting Hao Xue Flora D.Salim AI4TS 144 165 0 20 Sep 2022
Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce Bo Chen Jiayi Liu M. Maimaiti Xing Gao Ji Zhang 53 3 0 20 Sep 2022
CSL: A Large-scale Chinese Scientific Literature Dataset Yudong Li Yuqing Zhang Zhe Zhao Lin-cheng Shen Weijie Liu Weiquan Mao Hui Zhang AILaw 202 52 0 12 Sep 2022
Harnessing Abstractive Summarization for Fact-Checked Claim Detection Varad Bhatnagar Diptesh Kanojia Kameswari Chebrolu HILM 80 8 0 10 Sep 2022
Multi-Document Scientific Summarization from a Knowledge Graph-Centric View Pancheng Wang Shasha Li Kunyuan Pang Liangliang He Dong Li Jintao Tang Ting Wang 77 15 0 09 Sep 2022
Towards explainable evaluation of language models on the semantic similarity of visual concepts Maria Lymperaiou George Manoliadis Orfeas Menis Mastromichalakis Edmund Dervakos Giorgos Stamou AAML 73 5 0 08 Sep 2022
Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization Shiyue Zhang David Wan Joey Tianyi Zhou HILM 111 31 0 08 Sep 2022
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency Wen Xiao Giuseppe Carenini HILM 68 17 0 07 Sep 2022
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems Sahar Abdelnabi Mario Fritz AAML 281 6 0 07 Sep 2022
ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining Mohamed S. Elaraby Diane Litman AILaw ELM 103 33 0 04 Sep 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Seungone Kim Se June Joo Hyungjoo Chae Chaehyeong Kim Seung-won Hwang Jinyoung Yeo 54 20 0 02 Sep 2022
Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization Hyun-Yong Lee Jaewoong Yun Hyunjin Choi Seongho Joe Youngjune Gwon 72 3 0 01 Sep 2022
Podcast Summary Assessment: A Resource for Evaluating Summary Assessment Methods Potsawee Manakul Mark Gales 65 5 0 28 Aug 2022
A Compact Pretraining Approach for Neural Language Models Shahriar Golchin Mihai Surdeanu N. Tavabi A. Kiapour VLM 35 1 0 25 Aug 2022
Modeling Paragraph-Level Vision-Language Semantic Alignment for Multi-Modal Summarization Chenhao Cui Xinnian Liang Shuangzhi Wu Zhoujun Li 55 4 0 24 Aug 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 117 47 0 21 Aug 2022
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks Xinnian Liang Jing Li Shuangzhi Wu Jiali Zeng Yufan Jiang Mu Li Zhoujun Li AI4TS 69 6 0 17 Aug 2022
CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks Jiangui Chen Ruqing Zhang Jiafeng Guo Yu-an Liu Yixing Fan Xueqi Cheng RALM 106 65 0 16 Aug 2022
Investigating Efficiently Extending Transformers for Long Input Summarization Jason Phang Yao-Min Zhao Peter J. Liu RALM LLMAG 85 63 0 08 Aug 2022
Template-based Abstractive Microblog Opinion Summarisation I. Bilal Bo Wang Adam Tsakalidis Dong Nguyen Rob Procter Maria Liakata 67 12 0 08 Aug 2022
DialogSum Challenge: Results of the Dialogue Summarization Shared Task Yulong Chen Naihao Deng Yang Liu Yue Zhang 77 6 0 08 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 80 20 0 05 Aug 2022
Multi-Document Summarization with Centroid-Based Pretraining Ratish Puduppully Parag Jain Nancy F. Chen Mark Steedman VLM 70 12 0 01 Aug 2022
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent Ethan A. Chi Ashwin Paranjape A. See Caleb Chiam Trenton Chang ... Dilara Soylu Jillian Tang A. Narayan Giovanni Campagna Christopher D. Manning 91 7 0 25 Jul 2022
Improving Bot Response Contradiction Detection via Utterance Rewriting Di Jin Sijia Liu Yang Liu Dilek Z. Hakkani-Tür 119 8 0 25 Jul 2022
$Can You Fool AI by Doing a 180? $\unicode{x2013}$ A Case Study on Authorship Analysis of Texts by Arata Osada$ Can You Fool AI by Doing a 180? $\unicode{x2013}$ A Case Study on Authorship Analysis of Texts by Arata Osada Jagna Nieuwazny Karol Nowakowski M. Ptaszynski Fumito Masui 44 2 0 19 Jul 2022
Forming Trees with Treeformers Nilay Patel Jeffrey Flanigan AI4CE 87 3 0 14 Jul 2022
DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training Yukyung Lee Takyoung Kim Hoonsang Yoon Pilsung Kang Junseong Bang Misuk Kim 122 4 0 08 Jul 2022
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control Haopeng Zhang Semih Yavuz Wojciech Kry'sciñski Kazuma Hashimoto Yingbo Zhou HILM 78 35 0 05 Jul 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 149 128 0 03 Jul 2022
Conditional Generation with a Question-Answering Blueprint Shashi Narayan Joshua Maynez Reinald Kim Amplayo Kuzman Ganchev Annie Louis Fantine Huot Anders Sandholm Dipanjan Das Mirella Lapata 122 49 0 01 Jul 2022
Joint Generator-Ranker Learning for Natural Language Generation Weizhou Shen Yeyun Gong Yelong Shen Song Wang Xiaojun Quan Nan Duan Weizhu Chen 107 5 0 28 Jun 2022
Data Augmentation for Dementia Detection in Spoken Language Anna Hlédiková Dominika Woszczyk Alican Acman Soteris Demetriou Björn Schuller 70 13 0 26 Jun 2022
Template-based Approach to Zero-shot Intent Recognition Dmitry Lamanov Pavel Burnyshev Ekaterina Artemova Valentin Malykh A. Bout Irina Piontkovskaya 50 9 0 22 Jun 2022
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities Zejiang Shen Kyle Lo L. Yu N. Dahlberg Margo Schlanger Doug Downey ELM AILaw 119 48 0 22 Jun 2022
'John ate 5 apples' != 'John ate some apples': Self-Supervised Paraphrase Quality Detection for Algebraic Word Problems Rishabh Gupta Venktesh V Mukesh Mohania Vikram Goyal AIMat 16 2 0 16 Jun 2022
An Extractive-and-Abstractive Framework for Source Code Summarization Weisong Sun Chunrong Fang Yuchen Chen Quanjun Zhang Guanhong Tao Tingxu Han Yifei Ge Yudu You Bin Luo 95 33 0 15 Jun 2022
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization S. Yadav D. Gupta Dina Demner-Fushman 82 16 0 14 Jun 2022