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
How to Generate Popular Post Headlines on Social Media? Zhouxiang Fang Min Yu Zhendong Fu Boning Zhang Xuanwen Huang Xiaoqi Tang Yang Yang 18 6 0 18 Sep 2023
When Large Language Models Meet Citation: A Survey Yang Zhang Yufei Wang Kai Wang Quan Z. Sheng Lina Yao A. Mahmood Wei Emma Zhang Rongying Zhao 55 7 0 18 Sep 2023
Summarization is (Almost) Dead Xiao Pu Mingqi Gao Xiaojun Wan HILM 81 40 0 18 Sep 2023
Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation Aman Rangapur Haoran Wang Ling Jian Kai Shu 35 14 0 15 Sep 2023
Bias in News Summarization: Measures, Pitfalls and Corpora Julius Steen Katja Markert 28 5 0 14 Sep 2023
PerPLM: Personalized Fine-tuning of Pretrained Language Models via Writer-specific Intermediate Learning and Prompts Daisuke Oba Naoki Yoshinaga Masashi Toyoda 29 2 0 14 Sep 2023
Multi-document Summarization: A Comparative Evaluation Kushan Hewapathirana Nisansa de Silva Sri Lanka ELM 21 3 0 10 Sep 2023
Unsupervised Multi-document Summarization with Holistic Inference Haopeng Zhang Sangwoo Cho Kaiqiang Song Xiaoyang Wang Hongwei Wang Jiawei Zhang Dong Yu 23 3 0 08 Sep 2023
CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models Lingyue Fu Huacan Chai Shuang Luo Kounianhua Du Weiming Zhang ... Jingkuan Wang Siyuan Qi Kangning Zhang Weinan Zhang Yong Yu ELM 26 9 0 05 Sep 2023
NumHG: A Dataset for Number-Focused Headline Generation Jian-Tao Huang Chung-Chi Chen Hen-Hsen Huang Hsin-Hsi Chen 17 13 0 04 Sep 2023
Learning to Taste: A Multimodal Wine Dataset Thoranna Bender Simon Moe Sorensen A. Kashani K. E. Hjorleifsson Grethe Hyldig Søren Hauberg Serge Belongie Frederik Warburg CoGe 35 2 0 31 Aug 2023
ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer Zachary Horvitz Ajay Patel Chris Callison-Burch Zhou Yu Kathleen McKeown DiffM 28 13 0 29 Aug 2023
Benchmarking the Generation of Fact Checking Explanations Daniel Russo Serra Sinem Tekiroğlu Marco Guerini 27 17 0 29 Aug 2023
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers Jiawen Xie Pengyu Cheng Xiao Liang Yong Dai Nan Du 42 7 0 25 Aug 2023
Inducing Causal Structure for Abstractive Text Summarization Luyao Chen Ruqing Zhang Wei Huang Wei Chen Jiafeng Guo Xueqi Cheng CML 21 1 0 24 Aug 2023
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models Alex Nyffenegger Matthias Sturmer Joel Niklaus 34 6 0 22 Aug 2023
Towards Automatically Addressing Self-Admitted Technical Debt: How Far Are We? A. Mastropaolo M. D. Penta Gabriele Bavota 36 7 0 17 Aug 2023
"Beware of deception": Detecting Half-Truth and Debunking it through Controlled Claim Editing Sandeep Singamsetty Nishtha Madaan S. Mehta Varad Bhatnagar P. Bhattacharyya HILM 30 0 0 15 Aug 2023
ALens: An Adaptive Domain-Oriented Abstract Writing Training Tool for Novice Researchers Chen Cheng Ziang Li Zhenhui Peng Quan Li 27 0 0 08 Aug 2023
PromptSum: Parameter-Efficient Controllable Abstractive Summarization Mathieu Ravaut Hailin Chen Ruochen Zhao Chengwei Qin Shafiq Joty Nancy Chen 32 2 0 06 Aug 2023
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech 24 1 0 30 Jul 2023
f-Divergence Minimization for Sequence-Level Knowledge Distillation Yuqiao Wen Zichao Li Wenyu Du Lili Mou 37 53 0 27 Jul 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur Hiroki Furuta Austin Huang Mustafa Safdari Yutaka Matsuo Douglas Eck Aleksandra Faust LM&Ro LLMAG 41 201 0 24 Jul 2023
Improve Long-term Memory Learning Through Rescaling the Error Temporally Shida Wang Zhanglu Yan 27 1 0 21 Jul 2023
FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback Ashish Singh Prateek R. Agarwal Zixuan Huang Arpita Singh Tong Yu Sungchul Kim Victor S. Bursztyn N. Vlassis Ryan A. Rossi 36 6 0 20 Jul 2023
BUS:Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization Chaoya Jiang Haiyang Xu Wei Ye Qinghao Ye Chenliang Li Mingshi Yan Bin Bi Shikun Zhang Fei Huang Songfang Huang VLM 34 9 0 17 Jul 2023
The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant Jingqing Zhang Kai Sun A. Jagadeesh Mahta Ghahfarokhi Deepa Gupta Ashok Gupta Vibhor Gupta Yike Guo LM&MA AI4MH ELM 35 11 0 16 Jul 2023
A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge Zhecheng Sheng Raymond L. Finzel M. Lucke Sheena Dufresne Maria Gini Serguei V. S. Pakhomov 32 0 0 15 Jul 2023
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding Bolei Ma Ercong Nie Helmut Schmid Hinrich Schütze AAML VLM LRM 39 8 0 15 Jul 2023
QontSum: On Contrasting Salient Content for Query-focused Summarization Sajad Sotudeh Nazli Goharian 37 3 0 14 Jul 2023
Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords Shahriar Golchin Mihai Surdeanu N. Tavabi A. Kiapour 23 4 0 14 Jul 2023
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 41 10 0 13 Jul 2023
Effective Prompt Extraction from Language Models Yiming Zhang Nicholas Carlini Daphne Ippolito MIACV SILM 38 37 0 13 Jul 2023
Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer Zhun Yang Adam Ishay Joohyung Lee 37 9 0 10 Jul 2023
Entity Identifier: A Natural Text Parsing-based Framework For Entity Relation Extraction El Mehdi Chouham Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan Walid Dahhane E. Ettifouri 32 1 0 10 Jul 2023
Improving Factuality of Abstractive Summarization via Contrastive Reward Learning Ethan Chern Zhiruo Wang Sanjan Das Bhavuk Sharma Pengfei Liu Graham Neubig HILM 20 14 0 10 Jul 2023
Text Simplification of Scientific Texts for Non-Expert Readers Björn Engelmann Fabian Haak Christin Katharina Kreutz Narjes Nikzad Philipp Schaer 33 5 0 07 Jul 2023
Challenges in Domain-Specific Abstractive Summarization and How to Overcome them Anum Afzal Juraj Vladika Daniel Braun Florian Matthes HILM 38 10 0 03 Jul 2023
BatGPT: A Bidirectional Autoregessive Talker from Generative Pre-trained Transformer Z. Li Shitou Zhang Hai Zhao Yifei Yang Dongjie Yang LM&MA 19 14 0 01 Jul 2023
Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting Yiwen Shi Ping Ren Jing Wang Biao Han Taha ValizadehAslani Felix Agbavor Yi Zhang Meng Hu Liang Zhao Hualou Liang 33 17 0 28 Jun 2023
HonestBait: Forward References for Attractive but Faithful Headline Generation Chih-Yao Chen Dennis Wu Lun-Wei Ku 30 2 0 26 Jun 2023
Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents Yash Kumar Atri Vikram Goyal Tanmoy Chakraborty 24 11 0 24 Jun 2023
Abstractive Text Summarization for Resumes With Cutting Edge NLP Transformers and LSTM Ö. B. Mercan Sena Nur Cavsak Aysu Deliahmetoglu Senem Tanberk 27 5 0 23 Jun 2023
Cross-lingual Cross-temporal Summarization: Dataset, Models, Evaluation Ran Zhang Jihed Ouni Steffen Eger 34 6 0 22 Jun 2023
OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents Hugo Laurenccon Lucile Saulnier Léo Tronchon Stas Bekman Amanpreet Singh ... Siddharth Karamcheti Alexander M. Rush Douwe Kiela Matthieu Cord Victor Sanh 25 231 0 21 Jun 2023
QuOTeS: Query-Oriented Technical Summarization Juan Ramirez-Orta Eduardo Xamena Ana Gabriela Maguitman Axel J. Soto Flavia P. Zanoto E. Milios 23 0 0 20 Jun 2023
One model to rule them all: ranking Slovene summarizers Aleš Žagar Marko Robnik-Šikonja 36 0 0 20 Jun 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 29 1 0 18 Jun 2023
Bloated Disclosures: Can ChatGPT Help Investors Process Information? Alex G. Kim Maximilian Muhn Valeri V. Nikolaev 36 31 0 17 Jun 2023
Semi-Offline Reinforcement Learning for Optimized Text Generation Changyu Chen Xiting Wang Yiqiao Jin Victor Ye Dong Li Dong Jie Cao Yi Liu Rui Yan OffRL 26 15 0 16 Jun 2023