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"

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Title
UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective Optimization Yixia Li Rong Xiang Yanlin Song Jing Li 29 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 26 174 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 33 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 28 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 31 8 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 21 8 0 08 Jun 2023
Absformer: Transformer-based Model for Unsupervised Multi-Document Abstractive Summarization M. Trabelsi H. Uzunalioglu 21 1 0 07 Jun 2023
Examining Bias in Opinion Summarisation Through the Perspective of Opinion Diversity Nannan Huang Lin Tian Haytham M. Fayek Xiuzhen Zhang 26 8 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 26 5 0 07 Jun 2023
Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory Aliki Anagnostopoulou Mareike Hartmann Daniel Sonntag CLL VLM 33 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 27 1 0 06 Jun 2023
Interactive Editing for Text Summarization Yujia Xie Xun Wang Si-Qing Chen Wayne Xiong Pengcheng He KELM 148 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 26 7 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 32 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 22 275 0 05 Jun 2023
Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference Wangchunshu Zhou Ronan Le Bras Yejin Choi 21 0 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 21 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 31 23 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 28 79 0 31 May 2023
Concise Answers to Complex Questions: Summarization of Long-form Answers Abhilash Potluri Fangyuan Xu Eunsol Choi ELM 39 11 0 30 May 2023
A Quantitative Review on Language Model Efficiency Research Meng Jiang Hy Dang Lingbo Tong 33 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 25 10 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 28 48 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 34 5 0 26 May 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 42 2 0 26 May 2023
AaKOS: Aspect-adaptive Knowledge-based Opinion Summarization Guan-Hua Wang Weihua Li E. Lai Quan-wei Bai 15 0 0 26 May 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 54 10 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 48 18 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 25 6 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 45 25 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 31 3 0 24 May 2023
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality Tanay Dixit Fei Wang Muhao Chen HILM 45 9 0 24 May 2023
Frugal Prompting for Dialog Models Bishal Santra Sakya Basak Abhinandan De Manish Gupta Pawan Goyal 30 2 0 24 May 2023
Pre-training Language Models for Comparative Reasoning Mengxia Yu Zhihan Zhang Wenhao Yu Meng Jiang LRM 27 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 48 8 0 23 May 2023
$μ$ PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge Fantine Huot Joshua Maynez Chris Alberti Reinald Kim Amplayo Priyanka Agrawal Constanza Fierro Shashi Narayan Mirella Lapata 40 7 0 23 May 2023
Evaluating Factual Consistency of Summaries with Large Language Models Shiqi Chen Siyang Gao Junxian He ELM LRM HILM 37 6 0 23 May 2023
Small Language Models Improve Giants by Rewriting Their Outputs Giorgos Vernikos Arthur Bravzinskas Jakub Adamek Jonathan Mallinson Aliaksei Severyn Eric Malmi BDL LRM 38 14 0 22 May 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 46 79 0 22 May 2023
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing ELM ALM 52 64 0 22 May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu Ruochen Xu Dan Iter Yang Liu Shuohang Wang Chenguang Zhu Michael Zeng 19 10 0 22 May 2023
FACTIFY3M: A Benchmark for Multimodal Fact Verification with Explainability through 5W Question-Answering Megha Chakraborty Khusbu Pahwa Anku Rani Shreyas Chatterjee Dwip Dalal ... Shreyash Mishra K. Sensharma Aman Chadha Amit P. Sheth Amitava Das DiffM 35 7 0 22 May 2023
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data Ziyi Yang Mahmoud Khademi Yichong Xu Reid Pryzant Yuwei Fang ... Yu Shi Lu Yuan Takuya Yoshioka Michael Zeng Xuedong Huang 19 2 0 21 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 52 83 0 19 May 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 37 0 0 18 May 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors Kai Zhang Bernal Jiménez Gutiérrez Yu-Chuan Su 31 67 0 18 May 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences David C. Uthus Santiago Ontañón Joshua Ainslie Mandy Guo VLM 30 10 0 18 May 2023
Counterfactual Debiasing for Generating Factually Consistent Text Summaries Chenhe Dong Yuexiang Xie Yaliang Li Ying Shen CML HILM 36 0 0 18 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 55 31 0 17 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 38 4 0 17 May 2023