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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
Language Bottleneck Models: A Framework for Interpretable Knowledge Tracing and Beyond Antonin Berthon M. Schaar 19 0 0 20 Jun 2025
GeoGuess: Multimodal Reasoning based on Hierarchy of Visual Information in Street View Fenghua Cheng Jinxiang Wang Sen Wang Zi Huang Xue Li LRM 24 0 0 19 Jun 2025
Comparative Analysis of Abstractive Summarization Models for Clinical Radiology Reports Anindita Bhattacharya Tohida Rehman Debarshi Kumar Sanyal S. Chattopadhyay 23 0 0 19 Jun 2025
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation Yuanyuan Lei Ruihong Huang 35 0 0 15 Jun 2025
DiscoSum: Discourse-aware News Summarization Alexander Spangher Tenghao Huang Jialiang Gu Jiatong Shi Muhao Chen 22 0 0 07 Jun 2025
StealthInk: A Multi-bit and Stealthy Watermark for Large Language Models Ya Jiang Chuxiong Wu Massieh Kordi Boroujeny Brian L. Mark Kai Zeng WaLM 45 0 0 05 Jun 2025
QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering A. Tang Xiuzhen Zhang M. Dinh Zhuang Li RALM 64 0 0 04 Jun 2025
Explainable AI: XAI-Guided Context-Aware Data Augmentation Melkamu Mersha M. Yigezu A. Tonja Hassan Shakil Samer Iskander Olga Kolesnikova Jugal Kalita 186 0 0 04 Jun 2025
Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity Dang Nguyen Ali Payani Baharan Mirzasoleiman 20 0 0 30 May 2025
Ratas framework: A comprehensive genai-based approach to rubric-based marking of real-world textual exams Masoud Safilian Amin Beheshti Stephen Elbourn 28 0 0 27 May 2025
DISRetrieval: Harnessing Discourse Structure for Long Document Retrieval H. Chen Yi Yang Yinghui Li Meishan Zhang Min Zhang RALM 20 0 0 26 May 2025
Learning Extrapolative Sequence Transformations from Markov Chains Sophia Hager Aleem Khan Andrew Wang Nicholas Andrews BDL 36 0 0 26 May 2025
BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text Ibrahim Al Azher Miftahul Jannat Mokarrama Zhishuai Guo Sagnik Ray Choudhury Hamed Alhoori 94 0 0 22 May 2025
Enhancing Abstractive Summarization of Scientific Papers Using Structure Information Tong Bao Heng Zhang Chengzhi Zhang 210 3 0 20 May 2025
A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Robin Jegan Andreas Henrich AI4TS 39 0 0 19 May 2025
RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models Fujun Zhang Xiaoying Fan Xiangdong Su Guanglai Gao 73 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 227 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 70 1 0 07 May 2025
LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection Xinyue Zeng Haohui Wang Junhong Lin Jun Wu Tyler Cody Dawei Zhou 433 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 493 0 0 24 Apr 2025
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization Shiyin Tan Jaeeon Park Dongyuan Li Xue Liu Manabu Okumura RALM 74 0 0 23 Apr 2025
PIS: Linking Importance Sampling and Attention Mechanisms for Efficient Prompt Compression Lizhe Chen Binjia Zhou Yuyao Ge Jiayi Chen Shiguang NI 342 1 0 23 Apr 2025
Résumé abstractif à partir dúne transcription audio Ilia Derkach 106 0 0 16 Apr 2025
Summarizing Speech: A Comprehensive Survey Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Alexander Waibel Alexander H. Waibel 115 0 0 10 Apr 2025
PreSumm: Predicting Summarization Performance Without Summarizing Steven Koniaev Ori Ernst Jackie Chi Kit Cheung 70 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 100 0 0 04 Apr 2025
Leveraging Modality Tags for Enhanced Cross-Modal Video Retrieval A. Fragomeni Dima Damen Michael Wray 110 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 72 1 0 29 Mar 2025
Can one size fit all?: Measuring Failure in Multi-Document Summarization Domain Transfer Alexandra DeLucia Mark Dredze 79 0 0 20 Mar 2025
Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums Nadia Saeed 69 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 100 0 0 14 Mar 2025
A Hybrid Architecture with Efficient Fine Tuning for Abstractive Patent Document Summarization Nevidu Jayatilleke Ruvan Weerasinghe AILaw 221 0 0 13 Mar 2025
eMoE: Task-aware Memory Efficient Mixture-of-Experts-Based (MoE) Model Inference Suraiya Tairin Shohaib Mahmud Haiying Shen Anand Iyer MoE 432 1 0 10 Mar 2025
Beyond One-Size-Fits-All Summarization: Customizing Summaries for Diverse Users Mehmet Samet Duran Tevfik Aytekin 79 0 0 10 Mar 2025
DUAL: Diversity and Uncertainty Active Learning for Text Summarization Petros Stylianos Giouroukis Alexios Gidiotis Grigorios Tsoumakas 70 1 0 02 Mar 2025
Advancements in Natural Language Processing for Automatic Text Summarization Nevidu Jayatilleke Ruvan Weerasinghe Nipuna Senanayake 370 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 179 2 0 27 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 121 0 0 26 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 102 0 0 26 Feb 2025
Self-Adjust Softmax Chuanyang Zheng Yihang Gao Guoxuan Chen Han Shi Jing Xiong Xiaozhe Ren Chao Huang Xin Jiang Zhiyu Li Yu Li 83 1 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 246 1 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 78 1 0 24 Feb 2025
Navigation-GPT: A Robust and Adaptive Framework Utilizing Large Language Models for Navigation Applications Feng Ma Xiang Wang Chen Chen Xiao-bin Xu Xin-ping Yan 474 0 0 23 Feb 2025
Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models Ranjan Sapkota Shaina Raza Manoj Karkee 105 7 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 68 0 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 130 2 0 16 Feb 2025
Teaching Large Language Models Number-Focused Headline Generation With Key Element Rationales Zhen Qian Xiuzhen Zhang Xiaofei Xu Xiwei Xu LRM 72 0 0 05 Feb 2025
Hypo3D: Exploring Hypothetical Reasoning in 3D Ye Mao Weixun Luo Junpeng Jing Anlan Qiu K. Mikolajczyk 216 0 0 02 Feb 2025
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance Borui Xu Yao Chen Zeyi Wen Weiguo Liu Bingsheng He 192 2 0 02 Feb 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 196 1 0 29 Jan 2025