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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"

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Title
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 75 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 86 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 62 5 0 03 Jan 2023
TextBox 2.0: A Text Generation Library with Pre-trained Language Models Tianyi Tang Junyi Li Zhongfu Chen Yiwen Hu Zhuohao Yu ... Xiaoxue Cheng Yuhao Wang Wayne Xin Zhao J. Nie Ji-Rong Wen 52 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 83 1 0 24 Dec 2022
From Judgement's Premises Towards Key Points Oren Sultan Rayen Dhahri Yauheni Mardan Tobias Eder Georg Groh 41 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 50 8 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 62 3 0 21 Dec 2022
OpineSum: Entailment-based self-training for abstractive opinion summarization Annie Louis Joshua Maynez 99 7 0 21 Dec 2022
ORCA: A Challenging Benchmark for Arabic Language Understanding AbdelRahim Elmadany El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM 109 45 0 21 Dec 2022
PairReranker: Pairwise Reranking for Natural Language Generation Dongfu Jiang Bill Yuchen Lin Xiang Ren 64 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 95 19 0 20 Dec 2022
Transformers Go for the LOLs: Generating (Humourous) Titles from Scientific Abstracts End-to-End Yanran Chen Steffen Eger 110 17 0 20 Dec 2022
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization Artidoro Pagnoni Alexander R. Fabbri Wojciech Kry'sciñski Chien-Sheng Wu RALM 118 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 83 8 0 20 Dec 2022
On Improving Summarization Factual Consistency from Natural Language Feedback Yixin Liu Budhaditya Deb Milagro Teruel Aaron L Halfaker Dragomir R. Radev Ahmed Hassan Awadallah HILM 62 38 0 20 Dec 2022
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise Kundan Krishna Yao-Min Zhao Jie Jessie Ren Balaji Lakshminarayanan Jiaming Luo Mohammad Saleh Peter J. Liu 61 4 0 20 Dec 2022
Evaluating Human-Language Model Interaction Mina Lee Megha Srivastava Amelia Hardy John Thickstun Esin Durmus ... Hancheng Cao Tony Lee Rishi Bommasani Michael S. Bernstein Percy Liang LM&MA ALM 112 102 0 19 Dec 2022
Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences Asish Ghoshal Arash Einolghozati A. Arun Haoran Li L. Yu Vera Gor Yashar Mehdad Scott Yih Asli Celikyilmaz HILM 62 1 0 19 Dec 2022
OASum: Large-Scale Open Domain Aspect-based Summarization Xianjun Yang Kaiqiang Song Sangwoo Cho Xiaoyang Wang Xiaoman Pan Linda R. Petzold Dong Yu RALM 63 24 0 19 Dec 2022
Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data Maxime Darrin Pablo Piantanida Pierre Colombo OODD 222 15 0 18 Dec 2022
Meeting Summarization: A Survey of the State of the Art L. P. Kumar Arman Kabiri 112 3 0 16 Dec 2022
Efficient Long Sequence Modeling via State Space Augmented Transformer Simiao Zuo Xiaodong Liu Jian Jiao Denis Xavier Charles Eren Manavoglu Tuo Zhao Jianfeng Gao 175 37 0 15 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation Yixin Liu Alexander R. Fabbri Pengfei Liu Yilun Zhao Linyong Nan ... Simeng Han Shafiq Joty Chien-Sheng Wu Caiming Xiong Dragomir R. Radev ALM 86 134 0 15 Dec 2022
Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization Yunlong Liang Fandong Meng Jinan Xu Jiaan Wang Jinan Xu Jie Zhou 103 22 0 15 Dec 2022
TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities Zhe Zhao Yudong Li Cheng-An Hou Jing-xin Zhao Rong Tian ... Xingwu Sun Zhanhui Kang Xiaoyong Du Linlin Shen Kimmo Yan VLM 106 24 0 13 Dec 2022
Searching for Effective Multilingual Fine-Tuning Methods: A Case Study in Summarization Yiwei Qin Graham Neubig Pengfei Liu 72 3 0 12 Dec 2022
Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages Rahul Tangsali Aabha Pingle Aditya Vyawahare Isha Joshi Raviraj Joshi 90 7 0 12 Dec 2022
MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles M. Y. Jaradeh M. Stocker Sören Auer 65 1 0 11 Dec 2022
Momentum Calibration for Text Generation Xingxing Zhang Yiran Liu Xun Wang Pengcheng He Yang Yu Si-Qing Chen Wayne Xiong Furu Wei 144 9 0 08 Dec 2022
KATSum: Knowledge-aware Abstractive Text Summarization Guan-Hua Wang Weihua Li E. Lai Jianhua Jiang 50 2 0 06 Dec 2022
Document-Level Abstractive Summarization Gonçalo Raposo Afonso Raposo Ana Sofia Carmo 48 2 0 06 Dec 2022
Improved Beam Search for Hallucination Mitigation in Abstractive Summarization A. Sridhar Erik M. Visser HILM 87 14 0 06 Dec 2022
Automatic Generation of Factual News Headlines in Finnish Maximilian Koppatz Khalid Alnajjar Mika Hämäläinen Thierry Poibeau 69 2 0 05 Dec 2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation Faeze Brahman Baolin Peng Michel Galley Sudha Rao Bill Dolan Snigdha Chaturvedi Jianfeng Gao HILM 69 5 0 04 Dec 2022
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 82 19 0 03 Dec 2022
CoP: Factual Inconsistency Detection by Controlling the Preference Shuaijie She Xiang Geng Shujian Huang Jiajun Chen 95 5 0 03 Dec 2022
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization Chao Zhao Faeze Brahman Kaiqiang Song Wenlin Yao Dian Yu Snigdha Chaturvedi HILM 95 8 0 02 Dec 2022
Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks Zae Myung Kim Wanyu Du Vipul Raheja Dhruv Kumar Dongyeop Kang 95 18 0 02 Dec 2022
BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch? Joel Niklaus Daniele Giofré 75 12 0 30 Nov 2022
Protein Language Models and Structure Prediction: Connection and Progression Bozhen Hu Jun Xia Jiangbin Zheng Cheng Tan Yufei Huang Yongjie Xu Stan Z. Li 74 41 0 30 Nov 2022
Prompted Opinion Summarization with GPT-3.5 Adithya Bhaskar Alexander R. Fabbri Greg Durrett ELM 52 56 0 29 Nov 2022
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt Zhichao Yang Sunjae Kwon Zonghai Yao Hongfeng Yu 74 18 0 24 Nov 2022
HaRiM $^+$ : Evaluating Summary Quality with Hallucination Risk Seonil Son Junsoo Park J. Hwang Junghwa Lee Hyungjong Noh Yeonsoo Lee HILM 63 8 0 22 Nov 2022
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems Guangsen Wang Samson Tan Shafiq Joty Ganglu Wu Jimmy Au Steven C. H. Hoi 91 3 0 22 Nov 2022
Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization David Adams Gandharv Suri Yllias Chali VLM 57 3 0 19 Nov 2022
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Junyi Bian Xiaodi Huang Hong Zhou Shanfeng Zhu 69 12 0 18 Nov 2022
Summarizing Community-based Question-Answer Pairs Ting-Yao Hsu Yoshihiko Suhara Xiaolan Wang 52 5 0 17 Nov 2022
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization Yulong Chen Yang Liu Ruochen Xu Ziyi Yang Chenguang Zhu Michael Zeng Yue Zhang 79 19 0 17 Nov 2022
ED-FAITH: Evaluating Dialogue Summarization on Faithfulness Sicong Huang Asli Celikyilmaz Haoran Li HILM 56 4 0 15 Nov 2022