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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
$μ$ PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge Fantine Huot Joshua Maynez Chris Alberti Reinald Kim Amplayo Priyanka Agrawal Constanza Fierro Shashi Narayan Mirella Lapata 105 7 0 23 May 2023
Evaluating Factual Consistency of Summaries with Large Language Models Shiqi Chen Siyang Gao Junxian He ELM LRM HILM 68 9 0 23 May 2023
Small Language Models Improve Giants by Rewriting Their Outputs Giorgos Vernikos Arthur Bravzinskas Jakub Adamek Jonathan Mallinson Aliaksei Severyn Eric Malmi BDL LRM 94 16 0 22 May 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 117 88 0 22 May 2023
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing ELM ALM 107 72 0 22 May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu Ruochen Xu Dan Iter Yang Liu Shuohang Wang Chenguang Zhu Michael Zeng 50 10 0 22 May 2023
FACTIFY3M: A Benchmark for Multimodal Fact Verification with Explainability through 5W Question-Answering Megha Chakraborty Khusbu Pahwa Anku Rani Shreyas Chatterjee Dwip Dalal ... Shreyash Mishra K. Sensharma Aman Chadha Amit P. Sheth Amitava Das DiffM 77 8 0 22 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 68 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 132 96 0 19 May 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 85 0 0 18 May 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors Kai Zhang Bernal Jiménez Gutiérrez Yu-Chuan Su 94 73 0 18 May 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences David C. Uthus Santiago Ontañón Joshua Ainslie Mandy Guo VLM 55 11 0 18 May 2023
Counterfactual Debiasing for Generating Factually Consistent Text Summaries Chenhe Dong Yuexiang Xie Yaliang Li Ying Shen CML HILM 63 0 0 18 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 137 37 0 17 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 81 6 0 17 May 2023
Data Augmentation for Conflict and Duplicate Detection in Software Engineering Sentence Pairs G. Malik Mucahit Cevik Ayse Basar 64 3 0 16 May 2023
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist Iftitahu Ni'mah Meng Fang Vlado Menkovski Mykola Pechenizkiy 80 14 0 15 May 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 86 10 0 15 May 2023
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models Shangbin Feng Chan Young Park Yuhan Liu Yulia Tsvetkov 104 248 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 73 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 100 8 0 12 May 2023
Two-in-One: A Model Hijacking Attack Against Text Generation Models Waiman Si Michael Backes Yang Zhang A. Salem SILM 71 22 0 12 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 63 2 0 11 May 2023
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models Varun Nair Elliot Schumacher Anitha Kannan LM&MA 111 8 0 10 May 2023
Vārta: A Large-Scale Headline-Generation Dataset for Indic Languages Rahul Aralikatte Ziling Cheng Sumanth Doddapaneni Jackie C.K. Cheung 100 9 0 10 May 2023
Exploiting Pseudo Image Captions for Multimodal Summarization Chaoya Jiang Rui Xie Wei Ye Jinan Sun Shikun Zhang VLM 78 13 0 09 May 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset Han Wu Mingjie Zhan Haochen Tan Zhaohui Hou Ding Liang Linqi Song 78 15 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 71 7 0 08 May 2023
The Current State of Summarization Fabian Retkowski 78 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 69 5 0 08 May 2023
FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering Anku Rani S.M. Towhidul Islam Tonmoy Dwip Dalal Shreya Gautam Megha Chakraborty Aman Chadha Amit P. Sheth Amitava Das HILM 75 30 0 07 May 2023
Expository Text Generation: Imitate, Retrieve, Paraphrase Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 59 8 0 05 May 2023
A Survey on Out-of-Distribution Detection in NLP Hao Lang Yinhe Zheng Yixuan Li Jian Sun Feiling Huang Yongbin Li 91 25 0 05 May 2023
Re $^3$ Dial: Retrieve, Reorganize and Rescale Dialogue Corpus for Long-Turn Open-Domain Dialogue Pre-training Jiaxin Wen Hao Zhou Jian Guan Minlie Huang 65 0 0 04 May 2023
Personalized Abstractive Summarization by Tri-agent Generation Pipeline Md Aminul Haque Palash Sourav Saha Faria Afrin Pengcheng He 108 3 0 04 May 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory Xin Cheng Di Luo Preslav Nakov Lemao Liu Dongyan Zhao Rui Yan RALM 223 104 0 03 May 2023
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization C. Cheang Hou Pong Chan Derek F. Wong Xuebo Liu Zhao Li Yanming Sun Shudong Liu Lidia S. Chao 247 7 0 03 May 2023
Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation Miao Li Eduard H. Hovy Jey Han Lau 88 17 0 02 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 103 8 0 28 Apr 2023
pyBibX -- A Python Library for Bibliometric and Scientometric Analysis Powered with Artificial Intelligence Tools Valdecy Pereira Marcio Pereira Basilio Carlos Henrique Tarjano Santos 46 11 0 27 Apr 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Helen Zhou LM&MA 214 686 0 26 Apr 2023
ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness Archiki Prasad Swarnadeep Saha Xiang Zhou Joey Tianyi Zhou LRM 114 50 0 21 Apr 2023
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models Qianqian Xie Zheheng Luo Benyou Wang Sophia Ananiadou LM&MA VLM 65 11 0 18 Apr 2023
Medical Question Summarization with Entity-driven Contrastive Learning Sibo Wei Wenpeng Lu Xueping Peng Shoujin Wang Yi-Fei Wang Weiyu Zhang ELM 71 18 0 15 Apr 2023
LBMT team at VLSP2022-Abmusu: Hybrid method with text correlation and generative models for Vietnamese multi-document summarization Tan-Minh Nguyen Thai-Binh Nguyen Hoang-Trung Nguyen Hai-Long Nguyen Tam Doan Thanh Nguyen Ha Thanh Thi-Hai-Yen Vuong 59 0 0 11 Apr 2023
GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization Guangsheng Bao Zebin Ou Yue Zhang 66 10 0 07 Apr 2023
To Asymmetry and Beyond: Structured Pruning of Sequence to Sequence Models for Improved Inference Efficiency Daniel Fernando Campos Chengxiang Zhai 128 2 0 05 Apr 2023
SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism Mehwish Fatima Tim Kolber K. Markert Michael Strube 38 0 0 04 Apr 2023
PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation Alireza Salemi Amirhossein Abaskohi Sara Tavakoli Yadollah Yaghoobzadeh A. Shakery AIMat 76 0 0 03 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 80 16 0 03 Apr 2023