Extractive Summarization as Text Matching

19 April 2020

Ming Zhong

Pengfei Liu

Yiran Chen

Danqing Wang

Xipeng Qiu

Xuanjing Huang

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Papers citing "Extractive Summarization as Text Matching"

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Title
Time-Reversal Provides Unsupervised Feedback to LLMs Yerram Varun Rahul Madhavan Sravanti Addepalli A. Suggala Karthikeyan Shanmugam Prateek Jain LRM SyDa 64 0 0 03 Dec 2024
Headline-Guided Extractive Summarization for Thai News Articles Pimpitchaya Kositcharoensuk Nakarin Sritrakool Ploy N. Pratanwanich 62 0 0 02 Dec 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 79 0 05 Mar 2024
Unsupervised Extractive Summarization with Learnable Length Control Strategies Renlong Jie Xiaojun Meng Xin Jiang Qun Liu 24 1 0 12 Dec 2023
Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Gaurav Sahu Olga Vechtomova I. Laradji 31 1 0 16 Nov 2023
Tuna: Instruction Tuning using Feedback from Large Language Models Haoran Li Yiran Liu Xingxing Zhang Wei Lu Furu Wei ALM 30 3 0 20 Oct 2023
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets Han Jiang Rui Wang Zhihua Wei Yu Li Xinpeng Wang 33 4 0 20 Oct 2023
SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation Nianlong Gu Richard H. R. Hahnloser 50 5 0 06 Jun 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 16 4 0 17 May 2023
Align and Attend: Multimodal Summarization with Dual Contrastive Losses Bo He Jun Wang Jielin Qiu Trung Bui Abhinav Shrivastava Zhaowen Wang 20 65 0 13 Mar 2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream Susik Yoon Hou Pong Chan Jiawei Han 21 7 0 10 Feb 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 26 1 0 02 Feb 2023
Towards Proactively Forecasting Sentence-Specific Information Popularity within Online News Documents Sayar Ghosh Roy Anshul Padhi Risubh Jain Manish Gupta Vasudeva Varma AI4TS 20 2 0 31 Dec 2022
OASum: Large-Scale Open Domain Aspect-based Summarization Xianjun Yang Kaiqiang Song Sangwoo Cho Xiaoyang Wang Xiaoman Pan Linda R. Petzold Dong Yu RALM 26 24 0 19 Dec 2022
Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization David Adams Gandharv Suri Yllias Chali VLM 24 3 0 19 Nov 2022
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Junyi Bian Xiaodi Huang Hong Zhou Shanfeng Zhu 17 11 0 18 Nov 2022
CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies Irfan Al-Hussaini D. An Albert Lee Sarah Bi Cassie S. Mitchell 9 7 0 01 Nov 2022
Universal Evasion Attacks on Summarization Scoring Wenchuan Mu Kwan Hui Lim AAML 28 1 0 25 Oct 2022
Learning to Reuse Distractors to support Multiple Choice Question Generation in Education Semere Kiros Bitew Amir Hadifar Lucas Sterckx Johannes Deleu Chris Develder Thomas Demeester AI4Ed 29 14 0 25 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization Fei Wang Kaiqiang Song Hongming Zhang Lifeng Jin Sangwoo Cho Wenlin Yao Xiaoyang Wang Muhao Chen Dong Yu 53 30 0 22 Oct 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 22 0 29 Sep 2022
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Swarnadeep Saha Shiyue Zhang Peter Hase Mohit Bansal 21 19 0 21 Sep 2022
Adapting Task-Oriented Dialogue Models for Email Conversations Soham Deshmukh Charles Lee 24 1 0 19 Aug 2022
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness Yun-Zhu Song Yi-Syuan Chen Hong-Han Shuai 30 20 0 04 May 2022
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature Amanuel Alambo Tanvi Banerjee K. Thirunarayan M. Raymer MedIm 13 7 0 30 Mar 2022
Contextual Networks and Unsupervised Ranking of Sentences Hao Zhang Youyu Zhou Jie Wang 20 5 0 09 Mar 2022
Unsupervised Multi-Granularity Summarization Ming Zhong Yang Liu Suyu Ge Yuning Mao Yizhu Jiao Xingxing Zhang Yichong Xu Chenguang Zhu Michael Zeng Jiawei Han 79 8 0 29 Jan 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 31 0 0 14 Jan 2022
Measuring Attribution in Natural Language Generation Models Hannah Rashkin Vitaly Nikolaev Matthew Lamm Lora Aroyo Michael Collins Dipanjan Das Slav Petrov Gaurav Singh Tomar Iulia Turc David Reitter 10 172 0 23 Dec 2021
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 32 41 0 02 Dec 2021
SgSum: Transforming Multi-document Summarization into Sub-graph Selection Moye Chen Wei Li Jiachen Liu Xinyan Xiao Hua-Hong Wu Haifeng Wang 21 22 0 25 Oct 2021
Topic-Guided Abstractive Multi-Document Summarization Peng Cui Le Hu 15 39 0 21 Oct 2021
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 19 35 0 15 Oct 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen A. Luu Truc Lu Tho Quan 24 34 0 22 Sep 2021
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Chujie Zheng Kunpeng Zhang Harry J. Wang Ling Fan Zhe Wang 14 6 0 26 Aug 2021
Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Shichao Sun Wenjie Li 11 26 0 26 Aug 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 11 804 0 22 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 25 26 0 21 Jun 2021
Extractive Summarization of Call Transcripts Pratik K. Biswas Aleksandr Iakubovich 11 10 0 19 Mar 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 20 4,070 0 01 Jan 2021
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 13 125 0 10 Nov 2020
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 34 194 0 05 Nov 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Yiran Chen Pengfei Liu Ming Zhong Zi-Yi Dou Danqing Wang Xipeng Qiu Xuanjing Huang ELM 25 24 0 11 Oct 2020
Extractive Summarizer for Scholarly Articles Athar Sefid C. Lee Giles P. Mitra 17 0 0 25 Aug 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 254 1,430 0 22 Aug 2019
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,253 0 14 Nov 2016
Language as a Latent Variable: Discrete Generative Models for Sentence Compression Yishu Miao Phil Blunsom 196 223 0 23 Sep 2016