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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
Improving Factuality of Abstractive Summarization via Contrastive Reward Learning Ethan Chern Zhiruo Wang Sanjan Das Bhavuk Sharma Pengfei Liu Graham Neubig HILM 78 14 0 10 Jul 2023
Text Simplification of Scientific Texts for Non-Expert Readers Björn Engelmann Fabian Haak Christin Katharina Kreutz Narjes Nikzad Philipp Schaer 59 6 0 07 Jul 2023
Challenges in Domain-Specific Abstractive Summarization and How to Overcome them Anum Afzal Juraj Vladika Daniel Braun Florian Matthes HILM 66 11 0 03 Jul 2023
BatGPT: A Bidirectional Autoregessive Talker from Generative Pre-trained Transformer Z. Li Shitou Zhang Hai Zhao Yifei Yang Dongjie Yang LM&MA 116 17 0 01 Jul 2023
Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting Yiwen Shi Ping Ren Jing Wang Biao Han Taha ValizadehAslani Felix Agbavor Yi Zhang Meng Hu Liang Zhao Hualou Liang 74 18 0 28 Jun 2023
HonestBait: Forward References for Attractive but Faithful Headline Generation Chih-Yao Chen Dennis Wu Lun-Wei Ku 47 2 0 26 Jun 2023
Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents Yash Kumar Atri Vikram Goyal Tanmoy Chakraborty 55 13 0 24 Jun 2023
Abstractive Text Summarization for Resumes With Cutting Edge NLP Transformers and LSTM Ö. B. Mercan Sena Nur Cavsak Aysu Deliahmetoglu Senem Tanberk 47 5 0 23 Jun 2023
Cross-lingual Cross-temporal Summarization: Dataset, Models, Evaluation Ran Zhang Jihed Ouni Steffen Eger 109 8 0 22 Jun 2023
OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents Hugo Laurenccon Lucile Saulnier Léo Tronchon Stas Bekman Amanpreet Singh ... Siddharth Karamcheti Alexander M. Rush Douwe Kiela Matthieu Cord Victor Sanh 161 246 0 21 Jun 2023
QuOTeS: Query-Oriented Technical Summarization Juan Ramirez-Orta Eduardo Xamena Ana Gabriela Maguitman Axel J. Soto Flavia P. Zanoto E. Milios 33 0 0 20 Jun 2023
One model to rule them all: ranking Slovene summarizers Aleš Žagar Marko Robnik-Šikonja 41 0 0 20 Jun 2023
Summarization from Leaderboards to Practice: Choosing A Representation Backbone and Ensuring Robustness David Demeter Oshin Agarwal Simon Ben Igeri Marko Sterbentz Neil P. Molino John M. Conroy A. Nenkova 47 1 0 18 Jun 2023
Bloated Disclosures: Can ChatGPT Help Investors Process Information? Alex G. Kim Maximilian Muhn Valeri V. Nikolaev 180 36 0 17 Jun 2023
Semi-Offline Reinforcement Learning for Optimized Text Generation Changyu Chen Xiting Wang Yiqiao Jin Victor Ye Dong Li Dong Jie Cao Yi Liu Rui Yan OffRL 85 15 0 16 Jun 2023
UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective Optimization Yixia Li Rong Xiang Yanlin Song Jing Li 52 1 0 12 Jun 2023
A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks Saidul Islam Hanae Elmekki Ahmed Elsebai Jamal Bentahar Najat Drawel Gaith Rjoub Witold Pedrycz ViT MedIm 89 211 0 11 Jun 2023
A Comprehensive Review of State-of-The-Art Methods for Java Code Generation from Natural Language Text Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane E. Ettifouri 66 13 0 10 Jun 2023
GPT-Calls: Enhancing Call Segmentation and Tagging by Generating Synthetic Conversations via Large Language Models Itzik Malkiel Uri Alon Yakir Yehuda Shahar Keren Oren Barkan Royi Ronen Noam Koenigstein VLM 87 1 0 09 Jun 2023
Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events Extraction Simone Scaboro Beatrice Portelli Emmanuele Chersoni Enrico Santus Giuseppe Serra 64 9 0 08 Jun 2023
Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework Mingqi Gao Xiaojun Wan Jia Su Zhefeng Wang Baoxing Huai HILM 63 9 0 08 Jun 2023
Absformer: Transformer-based Model for Unsupervised Multi-Document Abstractive Summarization M. Trabelsi H. Uzunalioglu 74 2 0 07 Jun 2023
Examining Bias in Opinion Summarisation Through the Perspective of Opinion Diversity Nannan Huang Lin Tian Haytham M. Fayek Xiuzhen Zhang 60 9 0 07 Jun 2023
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos Jielin Qiu Jiacheng Zhu William Jongwon Han Aditesh Kumar Karthik Mittal ... Linjie Li Jianfeng Wang Ding Zhao Bo Li Lijuan Wang VGen 73 8 0 07 Jun 2023
Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory Aliki Anagnostopoulou Mareike Hartmann Daniel Sonntag CLL VLM 63 0 0 06 Jun 2023
Efficient and Interpretable Compressive Text Summarisation with Unsupervised Dual-Agent Reinforcement Learning Peggy Tang Junbin Gao Lei Zhang Zhiyong Wang 57 2 0 06 Jun 2023
Interactive Editing for Text Summarization Yujia Xie Xun Wang Si-Qing Chen Wayne Xiong Pengcheng He KELM 325 2 0 05 Jun 2023
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models Hao Li Yuping Wu Viktor Schlegel Riza Batista-Navarro Thanh-Tung Nguyen Abhinav Ramesh Kashyap Xiaojun Zeng Daniel Beck Stefan Winkler Goran Nenadic LM&MA 85 9 0 05 Jun 2023
Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online Efficiency Yuxuan Wang Hong Lyu 73 2 0 05 Jun 2023
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion Dongfu Jiang Xiang Ren Bill Yuchen Lin ELM 156 334 0 05 Jun 2023
Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference Wangchunshu Zhou Ronan Le Bras Yejin Choi 56 1 0 04 Jun 2023
How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization? Aniket Deroy Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 89 60 0 02 Jun 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning Shentao Yang Shujian Zhang Congying Xia Yihao Feng Caiming Xiong Mi Zhou 146 28 0 01 Jun 2023
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback Paul Roit Johan Ferret Lior Shani Roee Aharoni Geoffrey Cideron ... Olivier Bachem G. Elidan Avinatan Hassidim Olivier Pietquin Idan Szpektor HILM 87 87 0 31 May 2023
Concise Answers to Complex Questions: Summarization of Long-form Answers Abhilash Potluri Fangyuan Xu Eunsol Choi ELM 72 11 0 30 May 2023
A Quantitative Review on Language Model Efficiency Research Meng Jiang Hy Dang Lingbo Tong 76 0 0 28 May 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 84 11 0 28 May 2023
MeetingBank: A Benchmark Dataset for Meeting Summarization Yebowen Hu Timothy Jeewun Ganter Hanieh Deilamsalehy Franck Dernoncourt H. Foroosh Fei Liu AI4TS 82 50 0 27 May 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models Bum Chul Kwon Nandana Mihindukulasooriya VLM 114 6 0 26 May 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 83 2 0 26 May 2023
AaKOS: Aspect-adaptive Knowledge-based Opinion Summarization Guan-Hua Wang Weihua Li E. Lai Quan-wei Bai 61 0 0 26 May 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 89 11 0 26 May 2023
Neural Natural Language Processing for Long Texts: A Survey on Classification and Summarization Dimitrios Tsirmpas Ioannis Gkionis Georgios Th. Papadopoulos Ioannis Mademlis AILaw AI4TS AI4CE 84 23 0 25 May 2023
Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation Hao Li Viktor Schlegel Riza Batista-Navarro Goran Nenadic 61 7 0 25 May 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering Avi Caciularu Matthew E. Peters Jacob Goldberger Ido Dagan Arman Cohan RALM 97 30 0 24 May 2023
Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks Xiao Pu Mingqi Gao Xiaojun Wan ELM 92 4 0 24 May 2023
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality Tanay Dixit Fei Wang Muhao Chen HILM 63 10 0 24 May 2023
Frugal Prompting for Dialog Models Bishal Santra Sakya Basak Abhinandan De Manish Gupta Pawan Goyal 34 2 0 24 May 2023
Pre-training Language Models for Comparative Reasoning Mengxia Yu Zhihan Zhang Wenhao Yu Meng Jiang LRM 64 10 0 23 May 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains Kundan Krishna Prakhar Gupta S. Ramprasad Byron C. Wallace Jeffrey P. Bigham Zachary Chase Lipton HILM 91 8 0 23 May 2023