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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
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 132 1 0 26 Sep 2024
Using Similarity to Evaluate Factual Consistency in Summaries Yuxuan Ye Edwin Simpson Raul Santos Rodriguez HILM 48 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 47 4 0 23 Sep 2024
Can pre-trained language models generate titles for research papers? Tohida Rehman Debarshi Kumar Sanyal S. Chattopadhyay 97 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 106 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 68 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 59 0 0 09 Sep 2024
Reinforcement Learning without Human Feedback for Last Mile Fine-Tuning of Large Language Models Alec Solway ALM 85 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 85 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 67 5 0 28 Aug 2024
Bidirectional Awareness Induction in Autoregressive Seq2Seq Models J. Hu Roberto Cavicchioli Alessandro Capotondi BDL 98 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 41 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 67 3 0 19 Aug 2024
Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles Tomas Goldsack Carolina Scarton Matthew Shardlow Chenghua Lin 61 36 0 16 Aug 2024
Personalized Clinical Note Generation from Doctor-Patient Conversations Nathan Brake Thomas Schaaf LM&MA 54 0 0 07 Aug 2024
Inference Optimizations for Large Language Models: Effects, Challenges, and Practical Considerations Leo Donisch Sigurd Schacht Carsten Lanquillon 81 2 0 06 Aug 2024
Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Aditya Vempaty Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 75 0 0 05 Aug 2024
Difficulty Estimation and Simplification of French Text Using LLMs Henri Jamet Yash Raj Shrestha Michalis Vlachos 68 2 0 25 Jul 2024
Closing the gap between open-source and commercial large language models for medical evidence summarization Gongbo Zhang Qiao Jin Yiliang Zhou Song Wang B. Idnay ... Ali Soroush Thomas Campion Zhiyong Lu Chunhua Weng Yifan Peng ELM LM&MA 89 18 0 25 Jul 2024
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking Ting-Chih Chen Chia-Wei Tang Chris Thomas 96 5 0 18 Jul 2024
M2DS: Multilingual Dataset for Multi-document Summarisation Kushan Hewapathirana Nisansa de Silva Sri Lanka 76 1 0 17 Jul 2024
Turning Generative Models Degenerate: The Power of Data Poisoning Attacks Shuli Jiang S. Kadhe Yi Zhou Farhan Ahmed Ling Cai Nathalie Baracaldo SILM AAML 79 6 0 17 Jul 2024
What's Wrong? Refining Meeting Summaries with LLM Feedback Frederic Kirstein Terry Ruas Bela Gipp 111 6 0 16 Jul 2024
Instruction Following with Goal-Conditioned Reinforcement Learning in Virtual Environments Zoya Volovikova A. Skrynnik Petr Kuderov Aleksandr I. Panov LLMAG LM&Ro 88 1 0 12 Jul 2024
Enhancing Few-Shot Stock Trend Prediction with Large Language Models Yiqi Deng Xingwei He Jiahao Hu Siu-Ming Yiu AIFin 96 2 0 12 Jul 2024
IDAT: A Multi-Modal Dataset and Toolkit for Building and Evaluating Interactive Task-Solving Agents Shrestha Mohanty Negar Arabzadeh Andrea Tupini Yuxuan Sun Alexey Skrynnik Artem Zholus Marc-Alexandre Côté Julia Kiseleva 93 0 0 12 Jul 2024
TRACE: TRansformer-based Attribution using Contrastive Embeddings in LLMs Cheng Wang Xinyang Lu Szu Hui Ng Bryan Kian Hsiang Low 70 0 0 06 Jul 2024
Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarization Aniket Deroy Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 109 23 0 06 Jul 2024
Query-Guided Self-Supervised Summarization of Nursing Notes Ya Gao H. Moen S. Koivusalo M. Koskinen Pekka Marttinen 74 1 0 04 Jul 2024
Uncertainty-Guided Optimization on Large Language Model Search Trees Julia Grosse Ruotian Wu Ahmad Rashid Philipp Hennig Pascal Poupart Agustinus Kristiadi 107 3 0 04 Jul 2024
A Case Study on Context-Aware Neural Machine Translation with Multi-Task Learning Ramakrishna Appicharla Baban Gain Santanu Pal Asif Ekbal Pushpak Bhattacharyya 56 2 0 03 Jul 2024
Proposal Report for the 2nd SciCAP Competition 2024 Pengpeng Li Tingmin Li Jingyuan Wang Boyuan Wang Yang Yang 52 2 0 02 Jul 2024
A Comparative Study of Quality Evaluation Methods for Text Summarization Huyen Nguyen Haihua Chen Lavanya Pobbathi Junhua Ding ELM 88 6 0 30 Jun 2024
LegalTurk Optimized BERT for Multi-Label Text Classification and NER Farnaz Zeidi Mehmet Fatih Amasyali Çiğdem Erol VLM 60 2 0 30 Jun 2024
Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels Nicholas Pangakis Samuel Wolken 88 19 0 25 Jun 2024
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings Zachary Horvitz Ajay Patel Kanishk Singh Chris Callison-Burch Kathleen McKeown Zhou Yu 85 5 0 21 Jun 2024
AgriLLM: Harnessing Transformers for Farmer Queries Krish Didwania Pratinav Seth Aditya Kasliwal Amit Agarwal 66 0 0 21 Jun 2024
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration Han-Cheng Yu Yu-An Shih Kin-Man Law Kai-Yu Hsieh Yu-Chen Cheng Hsin-Chih Ho Zih-An Lin Wen-Chuan Hsu Yao-Chung Fan 77 10 0 19 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 136 27 0 17 Jun 2024
No perspective, no perception!! Perspective-aware Healthcare Answer Summarization Gauri Naik Sharad Chandakacherla S. Yadav Md. Shad Akhtar 88 11 0 13 Jun 2024
GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews Maxime Darrin Ines Arous Pablo Piantanida Jackie CK Cheung 80 2 0 11 Jun 2024
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems Christos Vlachos Themos Stafylakis Ion Androutsopoulos 94 1 0 10 Jun 2024
Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization Preslav Nakov Shen Gao Mingzhe Li Qingqing Zhu Xin Gao Xiangliang Zhang 72 0 0 08 Jun 2024
Key-Element-Informed sLLM Tuning for Document Summarization Sangwon Ryu Heejin Do Yunsu Kim G. G. Lee Jungseul Ok 103 6 0 07 Jun 2024
On The Persona-based Summarization of Domain-Specific Documents Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 59 3 0 06 Jun 2024
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools Avi Caciularu Alon Jacovi Eyal Ben-David Sasha Goldshtein Tal Schuster Jonathan Herzig G. Elidan Amir Globerson LMTD 86 4 0 05 Jun 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation Hao Li Yuping Wu Viktor Schlegel Riza Batista-Navarro Tharindu Madusanka ... Jiayan Zeng Xiaochi Wang Xinran He Yizhi Li Goran Nenadic 109 8 0 05 Jun 2024
RadBARTsum: Domain Specific Adaption of Denoising Sequence-to-Sequence Models for Abstractive Radiology Report Summarization Jinge Wu Abul Hasan Honghan Wu 33 1 0 05 Jun 2024
Description Boosting for Zero-Shot Entity and Relation Classification Gabriele Picco Leopold Fuchs Marcos Martínez Galindo Alberto Purpura V. López Hoang Thanh Lam VLM 64 3 0 04 Jun 2024