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
Enhancing Abstractive Summarization of Scientific Papers Using Structure Information Tong Bao Heng Zhang Chengzhi Zhang 17 1 0 20 May 2025
A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Robin Jegan Andreas Henrich AI4TS 12 0 0 19 May 2025
RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models Fujun Zhang Xiangdong Su 34 0 0 13 May 2025
A Split-then-Join Approach to Abstractive Summarization for Very Long Documents in a Low Resource Setting Lhuqita Fazry VLM 35 0 0 11 May 2025
Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards Manveer Singh Tamber F. S. Bao Chenyu Xu Ge Luo Suleman Kazi Minseok Bae Miaoran Li Ofer Mendelevitch Renyi Qu Jimmy J. Lin VLM 36 0 0 07 May 2025
LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection Xinyue Zeng Haohui Wang Junhong Lin Jun Wu Tyler Cody Dawei Zhou 175 0 0 01 May 2025
Unified Attacks to Large Language Model Watermarks: Spoofing and Scrubbing in Unauthorized Knowledge Distillation Xin Yi Shunfan Zhengc Linlin Wanga Xiaoling Wang Liang He Liang He AAML 211 0 0 24 Apr 2025
PIS: Linking Importance Sampling and Attention Mechanisms for Efficient Prompt Compression Lizhe Chen Binjia Zhou Yuyao Ge Jiayi Chen Shiguang NI 177 1 0 23 Apr 2025
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization Shiyin Tan Jaeeon Park Dongyuan Li Renhe Jiang Manabu Okumura RALM 43 0 0 23 Apr 2025
Résumé abstractif à partir dúne transcription audio Ilia Derkach 44 0 0 16 Apr 2025
From Speech to Summary: A Comprehensive Survey of Speech Summarization Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Alexander Waibel 49 0 0 10 Apr 2025
PreSumm: Predicting Summarization Performance Without Summarizing Steven Koniaev Ori Ernst Jackie Chi Kit Cheung 36 0 0 07 Apr 2025
YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization Dongsuk Jang Alan Li Arman Cohan 45 0 0 04 Apr 2025
Leveraging Modality Tags for Enhanced Cross-Modal Video Retrieval A. Fragomeni Dima Damen Michael Wray 35 0 0 02 Apr 2025
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval Sangam Lee Ryang Heo SeongKu Kang Dongha Lee RALM 61 1 0 29 Mar 2025
Can one size fit all?: Measuring Failure in Multi-Document Summarization Domain Transfer Alexandra DeLucia Mark Dredze 47 0 0 20 Mar 2025
Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums Nadia Saeed 47 0 0 15 Mar 2025
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generation Fengyu Li Yilin Li Junhao Zhu Lu Chen Yanfei Zhang Jia Zhou Hui Zu Jingwen Zhao Yunjun Gao LLMAG 57 0 0 14 Mar 2025
A Hybrid Architecture with Efficient Fine Tuning for Abstractive Patent Document Summarization Nevidu Jayatilleke Ruvan Weerasinghe AILaw 82 0 0 13 Mar 2025
Beyond One-Size-Fits-All Summarization: Customizing Summaries for Diverse Users Mehmet Samet Duran Tevfik Aytekin 55 0 0 10 Mar 2025
eMoE: Task-aware Memory Efficient Mixture-of-Experts-Based (MoE) Model Inference Suraiya Tairin Shohaib Mahmud Haiying Shen Anand Iyer MoE 230 1 0 10 Mar 2025
DUAL: Diversity and Uncertainty Active Learning for Text Summarization Petros Stylianos Giouroukis Alexios Gidiotis Grigorios Tsoumakas 39 0 0 02 Mar 2025
Advancements in Natural Language Processing for Automatic Text Summarization Nevidu Jayatilleke Ruvan Weerasinghe Nipuna Senanayake 198 1 0 27 Feb 2025
Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing Juntai Cao Xiang Zhang Raymond Li Chuyuan Li Shafiq Joty Shafiq Joty Giuseppe Carenini 59 1 0 27 Feb 2025
Active Few-Shot Learning for Text Classification Saeed Ahmadnia Arash Yousefi Jordehi Mahsa Hosseini Khasheh Heyran Seyed Abolghasem Mirroshandel Owen Rambow Cornelia Caragea 63 0 0 26 Feb 2025
Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets Tohida Rehman Soumabha Ghosh Kuntal Das Souvik Bhattacharjee Debarshi Kumar Sanyal S. Chattopadhyay 55 0 0 26 Feb 2025
Self-Adjust Softmax Chuanyang Zheng Yihang Gao Guoxuan Chen Han Shi Jing Xiong Xiaozhe Ren Chao Huang Xin Jiang Feiyu Xiong Yu Li 50 0 0 25 Feb 2025
Predicting Through Generation: Why Generation Is Better for Prediction Md. Kowsher Nusrat Jahan Prottasha Prakash Bhat Chun-Nam Yu Mojtaba Soltanalian Ivan Garibay O. Garibay Chen Chen Niloofar Yousefi AI4TS 67 0 0 25 Feb 2025
Leveraging Large Language Models for Effective and Explainable Multi-Agent Credit Assignment Kartik Nagpal Dayi Dong Jean-Baptiste Bouvier Negar Mehr LLMAG 49 1 0 24 Feb 2025
Navigation-GPT: A Robust and Adaptive Framework Utilizing Large Language Models for Navigation Applications Feng Ma Xuben Wang Chen Chen Xiao-bin Xu Xin-ping Yan 190 0 0 23 Feb 2025
Large Language Model Confidence Estimation via Black-Box Access Tejaswini Pedapati Amit Dhurandhar Soumya Ghosh Soham Dan P. Sattigeri 89 3 0 21 Feb 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization Mst. Fahmida Sultana Naznin Adnan Ibney Faruq Mostafa Rifat Tazwar Md Jobayer Md. Mehedi Hasan Shawon Md Rakibul Hasan MedIm 41 0 0 21 Feb 2025
Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models Ranjan Sapkota Shaina Raza Manoj Karkee 48 4 0 21 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation Hieu Nguyen Zihao He Shoumik Atul Gandre Ujjwal Pasupulety Sharanya Kumari Shivakumar Kristina Lerman HILM 59 1 0 16 Feb 2025
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance Borui Xu Yao Chen Zeyi Wen Weiguo Liu Bingsheng He 84 1 0 02 Feb 2025
Hypo3D: Exploring Hypothetical Reasoning in 3D Ye Mao Weixun Luo Junpeng Jing Anlan Qiu K. Mikolajczyk 81 0 0 02 Feb 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 99 0 0 29 Jan 2025
Learning to Summarize from LLM-generated Feedback Hwanjun Song Taewon Yun Yuho Lee Jihwan Oh Gihun Lee Jason (Jinglun) Cai Hang Su 73 4 0 28 Jan 2025
Can summarization approximate simplification? A gold standard comparison Giacomo Magnifico Eduard Barbu 37 0 0 28 Jan 2025
Fact-Preserved Personalized News Headline Generation Zhao Yang Junhong Lian Xiang Ao 152 1 0 21 Jan 2025
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang S. Feizi DeLMO 81 368 0 20 Jan 2025
AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations Mohammad Mahdi Abootorabi Nona Ghazizadeh Seyed Arshan Dalili Alireza Ghahramani Kure Mahshid Dehghani Ehsaneddin Asgari 53 2 0 19 Jan 2025
iServe: An Intent-based Serving System for LLMs Dimitrios Liakopoulos Tianrui Hu Prasoon Sinha N. Yadwadkar VLM 250 0 0 08 Jan 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 58 4 0 08 Jan 2025
Multi-LLM Collaborative Caption Generation in Scientific Documents Jaeyoung Kim J. B. Lee Hong-Jun Choi Ting-Yao Hsu Chieh-Yang Huang ... Ryan Rossi Tong Yu C. Lee Giles Ting-Hao 'Kenneth' Huang S. Choi 34 2 0 05 Jan 2025
AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models Mansi Pranshu Pandya Mahek Bhavesh Vora Soumya Bharadwaj Ashish Anand 39 0 0 31 Dec 2024
LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning Shuguang Chen Guang Lin LRM 227 0 0 28 Dec 2024
RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation Andrei-Marius Avram Mircea Timpuriu Andreea Iuga Vlad-Cristian Matei Iulian-Marius Taiatu Tudor Găină Dumitru-Clementin Cercel Florin-Catalin Pop Mihaela-Claudia Cercel 101 1 0 15 Dec 2024
DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization Phan Phuong Mai Chau Souhail Bakkali Antoine Doucet 76 0 0 11 Dec 2024
Coverage-based Fairness in Multi-document Summarization Haoyuan Li Yusen Zhang Rui Zhang Snigdha Chaturvedi 80 0 0 11 Dec 2024