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
Align and Attend: Multimodal Summarization with Dual Contrastive Losses Bo He Jun Wang Jielin Qiu Trung Bui Abhinav Shrivastava Zhaowen Wang 27 66 0 13 Mar 2023
Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization Miao Li Jianzhong Qi Jey Han Lau 41 11 0 12 Mar 2023
Generating Query Focused Summaries without Fine-tuning the Transformer-based Pre-trained Models D. Abdullah Shamanth Nayak Gandharv Suri Yllias Chali 35 2 0 10 Mar 2023
Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization Sumanta Bhattacharyya R. Manuvinakurike Sahisnu Mazumder Saurav Sahay VLM 23 0 0 08 Mar 2023
Faithfulness-Aware Decoding Strategies for Abstractive Summarization David Wan Mengwen Liu Kathleen McKeown Markus Dreyer Joey Tianyi Zhou HILM 111 32 0 06 Mar 2023
A Survey on Long Text Modeling with Transformers Zican Dong Tianyi Tang Lunyi Li Wayne Xin Zhao VLM 31 54 0 28 Feb 2023
An Analysis of Abstractive Text Summarization Using Pre-trained Models Tohida Rehman S. Das Debarshi Kumar Sanyal S. Chattopadhyay 39 9 0 25 Feb 2023
Named Entity Recognition Based Automatic Generation of Research Highlights Tohida Rehman Debarshi Kumar Sanyal Prasenjit Majumder S. Chattopadhyay 29 8 0 25 Feb 2023
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization Huang Chieh-Yang Ting-Yao Hsu Ryan A. Rossi A. Nenkova Sungchul Kim G. Chan Eunyee Koh C. Lee Giles Ting-Hao 'Kenneth' Huang 22 16 0 23 Feb 2023
CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic Coverage for Multimodal Summarization Litian Zhang Xiaoming Zhang Ziming Guo Zhipeng Liu 27 7 0 20 Feb 2023
Learning with Rejection for Abstractive Text Summarization Mengyao Cao Yue Dong Jingyi He Jackie C.K. Cheung 27 8 0 16 Feb 2023
Assisting Human Decisions in Document Matching Joon Sik Kim Valerie Chen Danish Pruthi Nihar B. Shah Ameet Talwalkar 45 5 0 16 Feb 2023
Generation of Highlights from Research Papers Using Pointer-Generator Networks and SciBERT Embeddings Tohida Rehman Debarshi Kumar Sanyal S. Chattopadhyay Plaban Kumar Bhowmick P. Das 33 9 0 14 Feb 2023
The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation Kushal Arora Timothy J. O'Donnell Doina Precup Jason Weston Jackie C.K.Cheung 23 1 0 14 Feb 2023
Large Scale Multi-Lingual Multi-Modal Summarization Dataset Yash Verma Anubhav Jangra Raghvendra Kumar S. Saha 23 13 0 13 Feb 2023
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations Jiaming Shen Jialu Liu Daniel Finnie N. Rahmati Michael Bendersky Marc Najork 30 19 0 12 Feb 2023
Transformer models: an introduction and catalog X. Amatriain Ananth Sankar Jie Bing Praveen Kumar Bodigutla Timothy J. Hazen Michaeel Kazi 34 50 0 12 Feb 2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream Susik Yoon Hou Pong Chan Jiawei Han 44 7 0 10 Feb 2023
Generating a Structured Summary of Numerous Academic Papers: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen 51 16 0 09 Feb 2023
Automating Code-Related Tasks Through Transformers: The Impact of Pre-training Rosalia Tufano L. Pascarella Gabriele Bavota 33 20 0 08 Feb 2023
Leveraging Summary Guidance on Medical Report Summarization Yunqi Zhu Xuebing Yang Yuanyuan Wu Wensheng Zhang 33 9 0 08 Feb 2023
Long Text and Multi-Table Summarization: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen RALM 27 21 0 08 Feb 2023
Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification Horacio Saggion S. vStajner Daniel Ferrés Kim Cheng Sheang Matthew Shardlow Kai North Marcos Zampieri 38 49 0 06 Feb 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 45 1 0 02 Feb 2023
HunSum-1: an Abstractive Summarization Dataset for Hungarian Botond Barta Dorina Lakatos Attila Nagy Milán Konor Nyist Judit Ács 21 2 0 01 Feb 2023
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video Haiyang Xu Qinghao Ye Mingshi Yan Yaya Shi Jiabo Ye ... Guohai Xu Ji Zhang Songfang Huang Feiran Huang Jingren Zhou MLLM VLM MoE 46 161 0 01 Feb 2023
Benchmarking Large Language Models for News Summarization Tianyi Zhang Faisal Ladhak Esin Durmus Percy Liang Kathleen McKeown Tatsunori B. Hashimoto ELM 43 487 0 31 Jan 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 26 8 0 31 Jan 2023
Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation Xiang Lin Prathyusha Jwalapuram Shafiq Joty DiffM 31 0 0 31 Jan 2023
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization Potsawee Manakul Adian Liusie Mark Gales HILM 23 36 0 28 Jan 2023
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization Laura Nguyen Thomas Scialom Benjamin Piwowarski Jacopo Staiano 29 7 0 26 Jan 2023
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization Kung-Hsiang Huang Siffi Singh Xiaofei Ma Wei Xiao Wei Xiao Nicholas Dingwall William Yang Wang Kathleen McKeown HILM 40 13 0 25 Jan 2023
Semantic-aware Contrastive Learning for Electroencephalography-to-Text Generation with Curriculum Learning Xiachong Feng Xiaocheng Feng Bing Qin 27 4 0 23 Jan 2023
SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis Imtiaz Karim Kazi Samin Mubasshir Mirza Masfiqur Rahman Elisa Bertino 19 22 0 22 Jan 2023
AI based approach to Trailer Generation for Online Educational Courses Prakhar Mishra Chaitali Diwan Srinath Srinivasa G. Srinivasaraghavan 11 2 0 10 Jan 2023
Active Learning for Abstractive Text Summarization Akim Tsvigun Ivan Lysenko Danila Sedashov Ivan Lazichny Eldar Damirov ... Leonid Sanochkin Maxim Panov Alexander Panchenko Andrey Kravchenko Artem Shelmanov 27 11 0 09 Jan 2023
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding D. Cajueiro A. G. Nery Igor Tavares Maísa Kely de Melo Silvia A. dos Reis Weigang Li V. R. R. Celestino 33 15 0 04 Jan 2023
PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora D. Nagumothu B. Ofoghi G. Huang Peter W. Eklund RALM 21 5 0 03 Jan 2023
TextBox 2.0: A Text Generation Library with Pre-trained Language Models Tianyi Tang Junyi Li Z. Chen Yiwen Hu Zhuohao Yu ... Xiaoxue Cheng Yuhao Wang Wayne Xin Zhao J. Nie Ji-Rong Wen 29 8 0 26 Dec 2022
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension Borui Wang Chengcheng Feng Arjun Nair Madelyn Mao Jai Desai Asli Celikyilmaz Haoran Li Yashar Mehdad Dragomir R. Radev 27 1 0 24 Dec 2022
From Judgement's Premises Towards Key Points Oren Sultan Rayen Dhahri Yauheni Mardan Tobias Eder Georg Groh 16 0 0 23 Dec 2022
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization Dongmin Hyun Xiting Wang Chanyoung Park Xing Xie Hwanjo Yu 19 7 0 21 Dec 2022
Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization Wen Xiao Lesly Miculicich Yang Liu Pengcheng He Giuseppe Carenini KELM 30 3 0 21 Dec 2022
OpineSum: Entailment-based self-training for abstractive opinion summarization Annie Louis Joshua Maynez 48 7 0 21 Dec 2022
ORCA: A Challenging Benchmark for Arabic Language Understanding AbdelRahim Elmadany El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM 17 40 0 21 Dec 2022
PairReranker: Pairwise Reranking for Natural Language Generation Dongfu Jiang Bill Yuchen Lin Xiang Ren 31 3 0 20 Dec 2022
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval John Giorgi Luca Soldaini Bo Wang Gary D. Bader Kyle Lo Lucy Lu Wang Arman Cohan 21 17 0 20 Dec 2022
Transformers Go for the LOLs: Generating (Humourous) Titles from Scientific Abstracts End-to-End Yanran Chen Steffen Eger 31 16 0 20 Dec 2022
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization Artidoro Pagnoni Alexander R. Fabbri Wojciech Kry'sciñski Chien-Sheng Wu RALM 29 18 0 20 Dec 2022
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization Yu Li Baolin Peng Pengcheng He Michel Galley Zhou Yu Jianfeng Gao 24 7 0 20 Dec 2022