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 / 253 papers shown

Title
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering Pei Ke Fei Huang Fei Mi Yasheng Wang Qun Liu Xiaoyan Zhu Minlie Huang ReLM ELM 34 10 0 13 Jul 2023
Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer Zhun Yang Adam Ishay Joohyung Lee 21 9 0 10 Jul 2023
Summarization from Leaderboards to Practice: Choosing A Representation Backbone and Ensuring Robustness David Demeter Oshin Agarwal Simon Ben Igeri Marko Sterbentz Neil P. Molino John M. Conroy A. Nenkova 19 1 0 18 Jun 2023
Bloated Disclosures: Can ChatGPT Help Investors Process Information? Alex G. Kim Maximilian Muhn Valeri V. Nikolaev 29 30 0 17 Jun 2023
Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events Extraction Simone Scaboro Beatrice Portelli Emmanuele Chersoni Enrico Santus Giuseppe Serra 11 8 0 08 Jun 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 12 10 0 28 May 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 28 2 0 26 May 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 28 9 0 26 May 2023
Evaluating Factual Consistency of Summaries with Large Language Models Shiqi Chen Siyang Gao Junxian He ELM LRM HILM 19 6 0 23 May 2023
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data Ziyi Yang Mahmoud Khademi Yichong Xu Reid Pryzant Yuwei Fang ... Yu Shi Lu Yuan Takuya Yoshioka Michael Zeng Xuedong Huang 17 2 0 21 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 27 81 0 19 May 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences David C. Uthus Santiago Ontañón Joshua Ainslie Mandy Guo VLM 22 10 0 18 May 2023
Counterfactual Debiasing for Generating Factually Consistent Text Summaries Chenhe Dong Yuexiang Xie Yaliang Li Ying Shen CML HILM 22 0 0 18 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 10 4 0 17 May 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 20 10 0 15 May 2023
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts Haochen Tan Han Wu Wei Shao Xinyun Zhang Mingjie Zhan Zhaohui Hou Ding Liang Linqi Song 36 0 0 13 May 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization Griffin Adams Bichlien H. Nguyen Jake A. Smith Yingce Xia Shufang Xie Anna Ostropolets Budhaditya Deb Yuan Chen Tristan Naumann Noémie Elhadad 22 8 0 12 May 2023
Vārta: A Large-Scale Headline-Generation Dataset for Indic Languages Rahul Aralikatte Ziling Cheng Sumanth Doddapaneni Jackie C.K. Cheung 14 8 0 10 May 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset Han Wu Mingjie Zhan Haochen Tan Zhaohui Hou Ding Liang Linqi Song 27 13 0 09 May 2023
GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning Xiangru Tang Andrew Tran Jeffrey Tan Mark B. Gerstein 16 7 0 08 May 2023
The Current State of Summarization Fabian Retkowski 21 6 0 08 May 2023
Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video Zenan Xu Xiaojun Meng Yasheng Wang Qinliang Su Zexuan Qiu Xin Jiang Qun Liu 16 3 0 08 May 2023
Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation Fantine Huot Joshua Maynez Shashi Narayan Reinald Kim Amplayo Kuzman Ganchev Annie Louis Anders Sandholm Dipanjan Das Mirella Lapata 21 7 0 28 Apr 2023
SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism Mehwish Fatima Tim Kolber K. Markert Michael Strube 13 0 0 04 Apr 2023
Safety Analysis in the Era of Large Language Models: A Case Study of STPA using ChatGPT Yi Qi Xingyu Zhao Siddartha Khastgir Xiaowei Huang 24 14 0 03 Apr 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 33 6 0 24 Mar 2023
JaCoText: A Pretrained Model for Java Code-Text Generation Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan Walid Dahhane E. Ettifouri 16 3 0 22 Mar 2023
Align and Attend: Multimodal Summarization with Dual Contrastive Losses Bo He Jun Wang Jielin Qiu Trung Bui Abhinav Shrivastava Zhaowen Wang 15 65 0 13 Mar 2023
Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization Miao Li Jianzhong Qi Jey Han Lau 26 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 22 2 0 10 Mar 2023
An Analysis of Abstractive Text Summarization Using Pre-trained Models Tohida Rehman S. Das Debarshi Kumar Sanyal S. Chattopadhyay 26 9 0 25 Feb 2023
Named Entity Recognition Based Automatic Generation of Research Highlights Tohida Rehman Debarshi Kumar Sanyal Prasenjit Majumder S. Chattopadhyay 8 8 0 25 Feb 2023
CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic Coverage for Multimodal Summarization Litian Zhang Xiaoming Zhang Ziming Guo Zhipeng Liu 19 7 0 20 Feb 2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream Susik Yoon Hou Pong Chan Jiawei Han 19 7 0 10 Feb 2023
Generating a Structured Summary of Numerous Academic Papers: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen 46 16 0 09 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 19 48 0 06 Feb 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 17 1 0 02 Feb 2023
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization Laura Nguyen Thomas Scialom Benjamin Piwowarski Jacopo Staiano 19 7 0 26 Jan 2023
SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis Imtiaz Karim Kazi Samin Mubasshir Mirza Masfiqur Rahman Elisa Bertino 17 22 0 22 Jan 2023
PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora D. Nagumothu B. Ofoghi G. Huang Peter W. Eklund RALM 16 5 0 03 Jan 2023
OpineSum: Entailment-based self-training for abstractive opinion summarization Annie Louis Joshua Maynez 21 7 0 21 Dec 2022
PairReranker: Pairwise Reranking for Natural Language Generation Dongfu Jiang Bill Yuchen Lin Xiang Ren 19 3 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 19 7 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 19 35 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 23 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 46 99 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 15 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 24 24 0 19 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 117 36 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 29 23 0 13 Dec 2022