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 / 999 papers shown

Title
QAPyramid: Fine-grained Evaluation of Content Selection for Text Summarization Shiyue Zhang David Wan Arie Cattan Ayal Klein Ido Dagan Joey Tianyi Zhou 91 0 0 10 Dec 2024
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Xiaojun Xu Jinghan Jia Yuanshun Yao Yang Liu Hang Li 82 0 0 04 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 82 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 64 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 53 7 0 05 Nov 2024
Cephalo: Harnessing Heterogeneous GPU Clusters for Training Transformer Models Runsheng Benson Guo Utkarsh Anand Arthur Chen Khuzaima Daudjee 50 1 0 01 Nov 2024
Learning to Rank Salient Content for Query-focused Summarization Sajad Sotudeh Nazli Goharian 50 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 42 2 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 72 4 0 30 Oct 2024
Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions Poojitha Thota Shirin Nilizadeh 36 2 0 26 Oct 2024
Explainable News Summarization -- Analysis and mitigation of Disagreement Problem Seema Aswani Sujala D. Shetty 36 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 33 0 0 24 Oct 2024
Optimizing the role of human evaluation in LLM-based spoken document summarization systems Margaret Kroll Kelsey Kraus 24 2 0 23 Oct 2024
Assessment of Transformer-Based Encoder-Decoder Model for Human-Like Summarization Sindhu Nair Y. S. Rao Radha Shankarmani 26 0 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 31 2 0 21 Oct 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Haohan Yuan Haopeng Zhang 26 1 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 65 8 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 33 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 21 1 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 43 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 49 2 0 12 Oct 2024
Tally: Non-Intrusive Performance Isolation for Concurrent Deep Learning Workloads Wei Zhao Anand Jayarajan Gennady Pekhimenko FedML 46 1 0 09 Oct 2024
A Novel LLM-based Two-stage Summarization Approach for Long Dialogues Yuan-Jhe Yin Bo-Yu Chen Berlin Chen 28 4 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 43 2 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 36 2 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 31 0 0 05 Oct 2024
DiDOTS: Knowledge Distillation from Large-Language-Models for Dementia Obfuscation in Transcribed Speech Dominika Woszczyk Soteris Demetriou 30 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 32 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 29 0 0 03 Oct 2024
FastLexRank: Efficient Lexical Ranking for Structuring Social Media Posts Mao Li Frederick Conrad Johann Gagnon-Bartsch 23 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 34 0 0 02 Oct 2024
Distilling Analysis from Generative Models for Investment Decisions Chung-Chi Chen Hiroya Takamura Ichiro Kobayashi Yusuke Miyao 14 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 42 3 0 02 Oct 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference Yang Han Yiming Wang Rui-cang Wang Lu Chen Kai Yu AI4TS ALM 24 1 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 27 4 0 27 Sep 2024
T3: A Novel Zero-shot Transfer Learning Framework Iteratively Training on an Assistant Task for a Target Task Xindi Tong Yujin Zhu Shijian Fan Liang Xu 66 1 0 26 Sep 2024
Using Similarity to Evaluate Factual Consistency in Summaries Yuxuan Ye Edwin Simpson Raul Santos Rodriguez HILM 28 2 0 23 Sep 2024
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization Aseem Srivastava Smriti Joshi Tanmoy Chakraborty Md. Shad Akhtar 40 3 0 23 Sep 2024
Can pre-trained language models generate titles for research papers? Tohida Rehman Debarshi Kumar Sanyal S. Chattopadhyay 35 3 0 22 Sep 2024
Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework Yuping Wu Hao Li Hongbo Zhu Goran Nenadic Xiao-Jun Zeng 31 1 0 18 Sep 2024
Enriching Datasets with Demographics through Large Language Models: What's in a Name? Khaled AlNuaimi Gautier Marti Mathieu Ravaut Abdulla Alketbi Andreas Henschel Raed Jaradat 33 1 0 17 Sep 2024
GLARE: Guided LexRank for Advanced Retrieval in Legal Analysis Fabio Gregório Rafaela Castro Kele Belloze Rui Pedro Lopes Eduardo Bezerra AILaw ELM 24 0 0 10 Sep 2024
FairHome: A Fair Housing and Fair Lending Dataset Anusha Bagalkotkar Aveek Karmakar Gabriel Arnson Ondrej Linda FaML AI4TS AILaw 35 0 0 09 Sep 2024
Reinforcement Learning without Human Feedback for Last Mile Fine-Tuning of Large Language Models Alec Solway ALM 50 0 0 29 Aug 2024
SITransformer: Shared Information-Guided Transformer for Extreme Multimodal Summarization Sicheng Liu Lintao Wang Xiaogan Zhu Xuequan Lu Zhiyong Wang Kun Hu 45 0 0 28 Aug 2024
BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding Jinzhao Zhou Yiqun Duan Fred Chang T. Do Yu-Kai Wang Chin-Teng Lin 30 2 0 28 Aug 2024
Bidirectional Awareness Induction in Autoregressive Seq2Seq Models J. Hu Roberto Cavicchioli Alessandro Capotondi BDL 34 0 0 25 Aug 2024
GLIMMER: Incorporating Graph and Lexical Features in Unsupervised Multi-Document Summarization Ran Liu Ming Liu Min Yu Jianguo Jiang Gang Li Dan Zhang Jingyuan Li Xiang Meng Weiqing Huang 16 0 0 19 Aug 2024
Summarizing long regulatory documents with a multi-step pipeline Mika Sie Ruby Beek Michiel Bots S. Brinkkemper Albert Gatt AILaw ELM 29 1 0 19 Aug 2024