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
Towards a More Inclusive AI: Progress and Perspectives in Large Language Model Training for the Sámi Language Ronny Paul Himanshu Buckchash Shantipriya Parida Dilip K. Prasad 35 2 0 09 May 2024
Evaluating Text Summaries Generated by Large Language Models Using OpenAI's GPT Hassan Shakil Atqiya Munawara Mahi Phuoc Nguyen Zeydy Ortiz M. Mardini ELM 25 5 0 07 May 2024
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Extracting chemical food safety hazards from the scientific literature automatically using large language models Neris Özen Wenjuan Mu E. V. Asselt L. Bulk 31 1 0 01 May 2024
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Asking and Answering Questions to Extract Event-Argument Structures Md Nayem Uddin Enfa Rose George Eduardo Blanco Steven Corman 30 3 0 25 Apr 2024
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AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts Meng Jiang Y. Yu Qing Zhao Jianqiang Li Changwei Song ... Wei-dong Zhai Dan Luo Xiaoqin Wang Guanghui Fu Bing Xiang Yang 40 1 0 17 Apr 2024
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning Xiao Li Yong-jia Jiang Shen Huang Pengjun Xie Gong Cheng Fei Huang 51 1 0 17 Apr 2024
Many-Shot In-Context Learning Rishabh Agarwal Avi Singh Lei M. Zhang Bernd Bohnet Luis Rosias ... John D. Co-Reyes Eric Chu Feryal M. P. Behbahani Aleksandra Faust Hugo Larochelle ReLM OffRL BDL 67 98 0 17 Apr 2024
Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information Kyubyung Chae Jaepill Choi Yohan Jo Taesup Kim HILM 30 1 0 15 Apr 2024
Towards Enhancing Health Coaching Dialogue in Low-Resource Settings Yue Zhou Barbara Maria Di Eugenio Brian Ziebart Lisa Sharp Bing Liu Ben S. Gerber Nikolaos Agadakos S. Yadav 38 4 0 13 Apr 2024
Comparing Two Model Designs for Clinical Note Generation; Is an LLM a Useful Evaluator of Consistency? Nathan Brake Thomas Schaaf 32 3 0 09 Apr 2024
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Select and Summarize: Scene Saliency for Movie Script Summarization Rohit Saxena Frank Keller 42 2 0 04 Apr 2024
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Scaling Up Video Summarization Pretraining with Large Language Models Dawit Mureja Argaw Seunghyun Yoon Fabian Caba Heilbron Hanieh Deilamsalehy Trung Bui Zhaowen Wang Franck Dernoncourt Joon Son Chung 43 9 0 04 Apr 2024
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CoUDA: Coherence Evaluation via Unified Data Augmentation Dawei Zhu Wenhao Wu Yifan Song Fangwei Zhu Ziqiang Cao Sujian Li 28 0 0 31 Mar 2024
Fine-tuning Large Language Models for Automated Diagnostic Screening Summaries Manjeet Yadav N. K. Sahu Mudita Chaturvedi Snehil Gupta Haroon R. Lone LM&MA AI4MH 41 3 0 29 Mar 2024
Towards a Robust Retrieval-Based Summarization System Shengjie Liu Jing Wu Jingyuan Bao Wenyi Wang N. Hovakimyan Christopher G. Healey RALM 38 9 0 29 Mar 2024
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization Santosh T.Y.S.S Vatsal Venkatkrishna Saptarshi Ghosh Matthias Grabmair ELM 48 4 0 28 Mar 2024
ReflectSumm: A Benchmark for Course Reflection Summarization Yang Zhong Mohamed S. Elaraby Diane Litman A. Butt Muhsin Menekse 34 1 0 27 Mar 2024
"Sorry, Come Again?" Prompting -- Enhancing Comprehension and Diminishing Hallucination with [PAUSE]-injected Optimal Paraphrasing Vipula Rawte Islam Tonmoy M. M. Zaman Prachi Priya Marcin Kardas Alan Schelten Ruan Silva LRM 33 1 0 27 Mar 2024
MEP: Multiple Kernel Learning Enhancing Relative Positional Encoding Length Extrapolation Weiguo Gao 42 1 0 26 Mar 2024
The Solution for the ICCV 2023 1st Scientific Figure Captioning Challenge Dian Chao Xin Song Shupeng Zhong Boyuan Wang Xiangyu Wu Chen Zhu Yang Yang 18 3 0 26 Mar 2024
LimGen: Probing the LLMs for Generating Suggestive Limitations of Research Papers Abdur Rahman Bin Md Faizullah Ashok Urlana Rahul Mishra 41 4 0 22 Mar 2024
Information-Theoretic Distillation for Reference-less Summarization Jaehun Jung Ximing Lu Liwei Jiang Faeze Brahman Peter West Pang Wei Koh Yejin Choi 40 3 0 20 Mar 2024
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models Chengzhe Feng Yanan Sun Ke Li Pan Zhou Jiancheng Lv Aojun Lu 51 1 0 20 Mar 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale Pengcheng Jiang Cao Xiao Zifeng Wang Parminder Bhatia Jimeng Sun Jiawei Han LRM 32 10 0 15 Mar 2024
depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers Kaichao You Runsheng Bai Meng Cao Jianmin Wang Ion Stoica Mingsheng Long VLM 33 0 0 14 Mar 2024
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TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance Weiqing Luo Chonggang Song Lingling Yi Gong Cheng 16 2 0 11 Mar 2024
ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications Sotaro Takeshita Tommaso Green Ines Reinig Kai Eckert Simone Paolo Ponzetto 29 11 0 08 Mar 2024
Low-Resource Court Judgment Summarization for Common Law Systems Shuaiqi Liu Jiannong Cao Yicong Li Ruosong Yang Zhiyuan Wen ELM AILaw 34 2 0 07 Mar 2024
A Modular Approach for Multimodal Summarization of TV Shows Louis Mahon Mirella Lapata 29 10 0 06 Mar 2024
Prompt Mining for Language-based Human Mobility Forecasting Hao Xue Tianye Tang Ali Payani Flora D. Salim AI4TS 94 5 0 06 Mar 2024
A Second Look on BASS -- Boosting Abstractive Summarization with Unified Semantic Graphs -- A Replication Study Osman Alperen Koras Jorg Schlotterer Christin Seifert 34 1 0 05 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 81 0 05 Mar 2024
EROS: Entity-Driven Controlled Policy Document Summarization Joykirat Singh Sehban Fazili Rohan Jain Md. Shad Akhtar 41 1 0 29 Feb 2024
Watermark Stealing in Large Language Models Nikola Jovanović Robin Staab Martin Vechev WaLM AAML 46 33 0 29 Feb 2024
Reducing Hallucinations in Entity Abstract Summarization with Facts-Template Decomposition Fangwei Zhu Peiyi Wang Zhifang Sui HILM 37 2 0 29 Feb 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks Huajian Zhang Yumo Xu Laura Perez-Beltrachini HILM 36 10 0 27 Feb 2024
Benchmarking LLMs on the Semantic Overlap Summarization Task John Salvador Naman Bansal Mousumi Akter Souvik Sarkar Anupam Das S. Karmaker 47 2 0 26 Feb 2024
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language Tasks Jiafeng Guo Changjiang Zhou Ruqing Zhang Jiangui Chen Maarten de Rijke Yixing Fan Xueqi Cheng CLL 29 7 0 26 Feb 2024
Layer-wise Regularized Dropout for Neural Language Models Shiwen Ni Min Yang Ruifeng Xu Chengming Li Xiping Hu 44 0 0 26 Feb 2024
Social Convos: Capturing Agendas and Emotions on Social Media Ankita Bhaumik Ning Sa Gregorios A. Katsios T. Strzalkowski 41 1 0 23 Feb 2024