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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
Learning to Summarize from LLM-generated Feedback Hwanjun Song Taewon Yun Yuho Lee Jihwan Oh Gihun Lee Jason (Jinglun) Cai Hang Su 225 10 0 28 Jan 2025
Can summarization approximate simplification? A gold standard comparison Giacomo Magnifico Eduard Barbu 67 0 0 28 Jan 2025
Fact-Preserved Personalized News Headline Generation Zhao Yang Junhong Lian Xiang Ao 471 1 0 21 Jan 2025
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 291 389 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 204 2 0 19 Jan 2025
iServe: An Intent-based Serving System for LLMs Dimitrios Liakopoulos Tianrui Hu Prasoon Sinha N. Yadwadkar VLM 529 0 0 08 Jan 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 127 5 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 105 3 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 79 0 0 31 Dec 2024
LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning Shuguang Chen Guang Lin LRM 484 1 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 189 1 0 15 Dec 2024
DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization Phan Phuong Mai Chau Souhail Bakkali Antoine Doucet 131 0 0 11 Dec 2024
Coverage-based Fairness in Multi-document Summarization Haoyuan Li Yusen Zhang Rui Zhang Snigdha Chaturvedi 183 0 0 11 Dec 2024
QAPyramid: Fine-grained Evaluation of Content Selection for Text Summarization Shiyue Zhang David Wan Arie Cattan Ayal Klein Ido Dagan Joey Tianyi Zhou 128 0 0 10 Dec 2024
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Xiaojun Xu Jinghan Jia Yuanshun Yao Yang Liu Hang Li 116 0 0 04 Dec 2024
Scaffold or Crutch? Examining College Students' Use and Views of Generative AI Tools for STEM Education Karen D. Wang Zhangyang Wu LÑard Tufts II Carl E. Wieman S. Salehi Nick Haber 89 0 0 03 Dec 2024
Curriculum Demonstration Selection for In-Context Learning Duc Anh Vu Nguyen Tran Cong Duy Xiaobao Wu Hoang Minh Nhat Du Mingzhe Nguyen Thanh Thong Anh Tuan Luu 137 0 0 27 Nov 2024
Can bidirectional encoder become the ultimate winner for downstream applications of foundation models? Lewen Yang Xuanyu Zhou Juao Fan Xinyi Xie Shengxin Zhu AI4CE 125 0 0 27 Nov 2024
The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare Souren Pashangpour Goldie Nejat LM&MA 93 9 0 05 Nov 2024
Cephalo: Harnessing Heterogeneous GPU Clusters for Training Transformer Models Runsheng Benson Guo Utkarsh Anand Arthur Chen Khuzaima Daudjee 63 1 0 01 Nov 2024
Learning to Rank Salient Content for Query-focused Summarization Sajad Sotudeh Nazli Goharian 100 1 0 01 Nov 2024
BUZZ: Beehive-structured Sparse KV Cache with Segmented Heavy Hitters for Efficient LLM Inference Junqi Zhao Zhijin Fang Shu Li Shaohui Yang Shichao He 69 3 0 30 Oct 2024
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 160 4 0 30 Oct 2024
Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions Poojitha Thota Shirin Nilizadeh 69 2 0 26 Oct 2024
Explainable News Summarization -- Analysis and mitigation of Disagreement Problem Seema Aswani Sujala D. Shetty 60 0 0 24 Oct 2024
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval Dae Yon Hwang Bilal Taha Harshit Pande Yaroslav Nechaev SyDa 73 0 0 24 Oct 2024
Optimizing the role of human evaluation in LLM-based spoken document summarization systems Margaret Kroll Kelsey Kraus 28 2 0 23 Oct 2024
Assessment of Transformer-Based Encoder-Decoder Model for Human-Like Summarization Sindhu Nair Y. S. Rao Radha Shankarmani 51 1 0 22 Oct 2024
PODTILE: Facilitating Podcast Episode Browsing with Auto-generated Chapters Azin Ghazimatin Ekaterina Garmash Gustavo Penha Kristen Sheets Martin Achenbach ... Ben Carterette Ann Clifton Paul N. Bennett C. Hauff M. Lalmas 105 4 0 21 Oct 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Haohan Yuan Haopeng Zhang 57 2 0 21 Oct 2024
SPRIG: Improving Large Language Model Performance by System Prompt Optimization Lechen Zhang Tolga Ergen Lajanugen Logeswaran Moontae Lee David Jurgens LRM 79 9 0 18 Oct 2024
Cross-Document Event-Keyed Summarization William Walden Pavlo Kuchmiichuk Alexander Martin Chihsheng Jin Angela Cao Claire Sun Curisia Allen Aaron Steven White RALM 53 0 0 18 Oct 2024
Rationale Behind Essay Scores: Enhancing S-LLM's Multi-Trait Essay Scoring with Rationale Generated by LLMs SeongYeub Chu JongWoo Kim Bryan Wong MunYong Yi LRM 94 3 0 18 Oct 2024
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland Luca Rolshoven Vishvaksenan Rasiah Srinanda Brügger Bose Matthias Sturmer Joel Niklaus ELM AILaw 77 2 0 17 Oct 2024
LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English T. Y. S. S. Santosh Cornelius Weiss Matthias Grabmair AILaw ELM 99 2 0 12 Oct 2024
Tally: Non-Intrusive Performance Isolation for Concurrent Deep Learning Workloads Wei Zhao Anand Jayarajan Gennady Pekhimenko FedML 74 1 0 09 Oct 2024
A Novel LLM-based Two-stage Summarization Approach for Long Dialogues Yuan-Jhe Yin Bo-Yu Chen Berlin Chen 66 6 0 09 Oct 2024
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches Rana Muhammad Shahroz Khan Pingzhi Li Sukwon Yun Zhenyu Wang S. Nirjon Chau-Wai Wong Tianlong Chen KELM 116 3 0 08 Oct 2024
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation Chuanyang Zheng Yihang Gao Han Shi Jing Xiong Jiankai Sun ... Xiaozhe Ren Michael Ng Xin Jiang Zhenguo Li Yu Li 83 3 0 07 Oct 2024
Deep Transfer Learning Based Peer Review Aggregation and Meta-review Generation for Scientific Articles Md. Tarek Hasan Mohammad Nazmush Shamael H. M. Mutasim Billah Arifa Akter M. Hossain Sumayra Islam Salekul Islam Swakkhar Shatabda 67 0 0 05 Oct 2024
DiDOTS: Knowledge Distillation from Large-Language-Models for Dementia Obfuscation in Transcribed Speech Dominika Woszczyk Soteris Demetriou 73 0 0 05 Oct 2024
Team MTS @ AutoMin 2021: An Overview of Existing Summarization Approaches and Comparison to Unsupervised Summarization Techniques Olga Iakovenko Anna Andreeva Anna Lapidus Liana Mikaelyan 41 2 0 04 Oct 2024
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization Lei Xu Mohammed Asad Karim Saket Dingliwal Aparna Elangovan 47 0 0 03 Oct 2024
FastLexRank: Efficient Lexical Ranking for Structuring Social Media Posts Mao Li Frederick Conrad Johann Gagnon-Bartsch 38 0 0 02 Oct 2024
GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification Chung-Chi Chen Hiroya Takamura Ichiro Kobayashi Yusuke Miyao 66 0 0 02 Oct 2024
Distilling Analysis from Generative Models for Investment Decisions Chung-Chi Chen Hiroya Takamura Ichiro Kobayashi Yusuke Miyao 24 0 0 02 Oct 2024
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting Siyi Liu Yang Li Jiang Li Shan Yang Yunshi Lan LRM 77 5 0 02 Oct 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference Yang Han Yiming Wang Rui Wang Lu Chen Kai Yu AI4TS ALM 59 2 0 01 Oct 2024
Language Resources in Spanish for Automatic Text Simplification across Domains Antonio Moreno-Sandoval Leonardo Campillos-Llanos Ana García-Serrano 24 0 0 30 Sep 2024
Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications Aditi Godbole Jabin Geevarghese George Smita Shandilya 84 5 0 27 Sep 2024