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"

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Title
Multi-Document Scientific Summarization from a Knowledge Graph-Centric View Pancheng Wang Shasha Li Kunyuan Pang Liangliang He Dong Li Jintao Tang Ting Wang 40 11 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 29 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 52 27 0 08 Sep 2022
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency Wen Xiao Giuseppe Carenini HILM 37 16 0 07 Sep 2022
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems Sahar Abdelnabi Mario Fritz AAML 211 5 0 07 Sep 2022
ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining Mohamed S. Elaraby Diane Litman AILaw ELM 30 31 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 26 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 33 3 0 01 Sep 2022
Podcast Summary Assessment: A Resource for Evaluating Summary Assessment Methods Potsawee Manakul Mark Gales 25 5 0 28 Aug 2022
A Compact Pretraining Approach for Neural Language Models Shahriar Golchin Mihai Surdeanu N. Tavabi A. Kiapour VLM 11 1 0 25 Aug 2022
Modeling Paragraph-Level Vision-Language Semantic Alignment for Multi-Modal Summarization Chenhao Cui Xinnian Liang Shuangzhi Wu Zhoujun Li 44 3 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 28 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 36 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 43 59 0 16 Aug 2022
Investigating Efficiently Extending Transformers for Long Input Summarization Jason Phang Yao-Min Zhao Peter J. Liu RALM LLMAG 42 63 0 08 Aug 2022
Template-based Abstractive Microblog Opinion Summarisation I. Bilal Bo Wang Adam Tsakalidis Dong Nguyen Rob Procter M. Liakata 30 10 0 08 Aug 2022
DialogSum Challenge: Results of the Dialogue Summarization Shared Task Yulong Chen Naihao Deng Yang Liu Yue Zhang 27 5 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 30 20 0 05 Aug 2022
Multi-Document Summarization with Centroid-Based Pretraining Ratish Puduppully Parag Jain Nancy F. Chen Mark Steedman VLM 24 11 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 44 7 0 25 Jul 2022
Improving Bot Response Contradiction Detection via Utterance Rewriting Di Jin Sijia Liu Yang Liu Dilek Z. Hakkani-Tür 31 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 6 2 0 19 Jul 2022
Forming Trees with Treeformers Nilay Patel Jeffrey Flanigan AI4CE 31 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 31 3 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 43 34 0 05 Jul 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 83 122 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 69 47 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 42 5 0 28 Jun 2022
Data Augmentation for Dementia Detection in Spoken Language Anna Hlédiková Dominika Woszczyk Alican Acman Soteris Demetriou Björn Schuller 36 12 0 26 Jun 2022
Template-based Approach to Zero-shot Intent Recognition Dmitry Lamanov Pavel Burnyshev Ekaterina Artemova Valentin Malykh A. Bout Irina Piontkovskaya 20 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 39 44 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 14 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 31 29 0 15 Jun 2022
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization S. Yadav D. Gupta Dina Demner-Fushman 30 15 0 14 Jun 2022
An Exploration of Post-Editing Effectiveness in Text Summarization Vivian Lai Alison Smith-Renner Ke Zhang Ruijia Cheng Wenjuan Zhang Joel R. Tetreault Alejandro Jaimes 20 1 0 13 Jun 2022
Indian Legal Text Summarization: A Text Normalisation-based Approach Satyajit Ghosh Mousumi Dutta Tanaya Das AILaw VLM ELM 17 13 0 13 Jun 2022
Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods Tatiana Passali Grigorios Tsoumakas 36 0 0 09 Jun 2022
Counseling Summarization using Mental Health Knowledge Guided Utterance Filtering Aseem Srivastava Tharun Suresh Sarah Peregrine S. P. Lord Md. Shad Akhtar Tanmoy Chakraborty 19 13 0 08 Jun 2022
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation Jin Xu Xiaojiang Liu Jianhao Yan Deng Cai Huayang Li Jian Li 33 73 0 06 Jun 2022
Beyond Opinion Mining: Summarizing Opinions of Customer Reviews Reinald Kim Amplayo Arthur Bravzinskas Yoshihiko Suhara Xiaolan Wang Bing-Quan Liu 16 14 0 03 Jun 2022
TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation Sajad Sotudeh Nazli Goharian 14 6 0 02 Jun 2022
A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization Puyuan Liu Xiang Zhang Lili Mou 20 9 0 28 May 2022
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization Puyuan Liu Chenyang Huang Lili Mou 37 20 0 28 May 2022
Leveraging QA Datasets to Improve Generative Data Augmentation Dheeraj Mekala Tu Vu Timo Schick Jingbo Shang 31 18 0 25 May 2022
Leveraging Locality in Abstractive Text Summarization Yixin Liu Ansong Ni Linyong Nan Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 38 18 0 25 May 2022
Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint Heng-Yi Wu Jingqing Zhang Julia Ive T. Li Vibhor Gupta Bingyuan Chen Yike Guo LMTD MedIm 38 2 0 24 May 2022
Workflow Discovery from Dialogues in the Low Data Regime Amine El Hattami Stefania Raimondo I. Laradji David Vazquez Pau Rodríguez López C. Pal 55 10 0 24 May 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Jinpeng Wang Richard Yuanzhe Pang Angelica Chen Jason Phang Samuel R. Bowman 78 44 0 23 May 2022
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 53 2 0 23 May 2022
DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Dawn Song 228 66 0 21 May 2022