Neural Summarization by Extracting Sentences and Words

23 March 2016

Papers citing "Neural Summarization by Extracting Sentences and Words"

50 / 102 papers shown

Title
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 52 0 0 07 Nov 2024
Modeling Unified Semantic Discourse Structure for High-quality Headline Generation Minghui Xu Hao Fei Fei Li Shengqiong Wu Rui Sun Chong Teng Donghong Ji 32 0 0 23 Mar 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 80 0 05 Mar 2024
Enhancing Coherence of Extractive Summarization with Multitask Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 25 1 0 22 May 2023
CopyNE: Better Contextual ASR by Copying Named Entities Shilin Zhou Zhenghua Li Yu Hong Hao Fei Zhefeng Wang Baoxing Huai 15 6 0 22 May 2023
Align and Attend: Multimodal Summarization with Dual Contrastive Losses Bo He Jun Wang Jielin Qiu Trung Bui Abhinav Shrivastava Zhaowen Wang 22 66 0 13 Mar 2023
An entity-guided text summarization framework with relational heterogeneous graph neural network Jingqiang Chen 21 4 0 07 Feb 2023
MACSum: Controllable Summarization with Mixed Attributes Yusen Zhang Yang Liu Ziyi Yang Yuwei Fang Yulong Chen Dragomir R. Radev Chenguang Zhu Michael Zeng Rui Zhang 37 15 0 09 Nov 2022
Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document Chen Lin Ye Liu Siyu An Di Yin 24 1 0 09 Nov 2022
Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency Yanzhu Guo Chloé Clavel Moussa Kamal Eddine Michalis Vazirgiannis HILM 32 11 0 31 Oct 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 33 44 0 09 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 23 0 29 Sep 2022
Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 49 7 0 15 Sep 2022
Brand Celebrity Matching Model Based on Natural Language Processing Han Yang Kejian Yang Erhan Zhang 36 1 0 18 Aug 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 83 122 0 03 Jul 2022
An Extractive-and-Abstractive Framework for Source Code Summarization Weisong Sun Chunrong Fang Yuchen Chen Quanjun Zhang Guanhong Tao Tingxu Han Yifei Ge Yudu You Bin Luo 26 29 0 15 Jun 2022
Sequence-Based Extractive Summarisation for Scientific Articles Soumya Sharma A. Meena 18 9 0 07 Apr 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding Somnath Basu Roy Chowdhury Chao Zhao Snigdha Chaturvedi 21 25 0 15 Mar 2022
Long Document Summarization with Top-down and Bottom-up Inference Bo Pang Erik Nijkamp Wojciech Kry'sciñski Silvio Savarese Yingbo Zhou Caiming Xiong RALM BDL 24 55 0 15 Mar 2022
Neural Program Repair: Systems, Challenges and Solutions Wenkang Zhong Chuanyi Li Jidong Ge B. Luo 25 13 0 22 Feb 2022
SciBERTSUM: Extractive Summarization for Scientific Documents Athar Sefid C. Lee Giles 28 10 0 21 Jan 2022
Reinforced Abstractive Summarization with Adaptive Length Controlling M. Song Yi Feng L. Jing 22 1 0 14 Dec 2021
A New Sentence Extraction Strategy for Unsupervised Extractive Summarization Methods Dehao Tao Yingzhu Xiong Zhongliang Yang Yongfeng Huang AI4TS 19 1 0 06 Dec 2021
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He Qiongkai Xu Lingjuan Lyu Fangzhao Wu Chenguang Wang WaLM 177 95 0 05 Dec 2021
End-to-End Segmentation-based News Summarization Yang Liu Chenguang Zhu Michael Zeng VLM 46 26 0 15 Oct 2021
Automatic Text Extractive Summarization Based on Graph and Pre-trained Language Model Attention Yuanze Lin Jinwen Ma GNN 20 1 0 10 Oct 2021
Development of an Extractive Title Generation System Using Titles of Papers of Top Conferences for Intermediate English Students Kento Kaku Masato Kikuchi Tadachika Ozono T. Shintani 25 0 0 08 Oct 2021
Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing Zeyu You Tao Yang Wei Fan Yangqiu Song 23 43 0 29 Aug 2021
Incorporating Domain Knowledge for Extractive Summarization of Legal Case Documents Paheli Bhattacharya Soham Poddar Koustav Rudra Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 16 68 0 30 Jun 2021
Long-Span Summarization via Local Attention and Content Selection Potsawee Manakul Mark Gales 21 42 0 08 May 2021
Generating Related Work Darsh J. Shah Regina Barzilay 36 3 0 18 Apr 2021
Nutribullets Hybrid: Multi-document Health Summarization Darsh J. Shah L. Yu Tao Lei Regina Barzilay 41 3 0 08 Apr 2021
Improving Online Forums Summarization via Hierarchical Unified Deep Neural Network Sansiri Tarnpradab Fereshteh Jafariakinabad K. Hua 21 5 0 25 Mar 2021
Data Augmentation for Abstractive Query-Focused Multi-Document Summarization Ramakanth Pasunuru Asli Celikyilmaz Michel Galley Chenyan Xiong Yizhe Zhang Joey Tianyi Zhou Jianfeng Gao 21 41 0 02 Mar 2021
Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo Weijian Qiu Yizhong Wang T. Cohen 38 77 0 23 Dec 2020
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 38 7 0 14 Dec 2020
Extractive Opinion Summarization in Quantized Transformer Spaces Stefanos Angelidis Reinald Kim Amplayo Yoshihiko Suhara Xiaolan Wang Mirella Lapata MQ 31 110 0 08 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 216 138 0 08 Dec 2020
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Jiaxin Ju Ming Liu Longxiang Gao Shirui Pan 68 13 0 19 Oct 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 30 24 0 11 Oct 2020
What Have We Achieved on Text Summarization? Dandan Huang Leyang Cui Sen Yang Guangsheng Bao Kun Wang Jun Xie Yue Zhang 40 109 0 09 Oct 2020
MultiGBS: A multi-layer graph approach to biomedical summarization Ensieh Davoodijam Nasser Ghadiri Maryam Lotfi Shahreza Fabio Rinaldi 25 16 0 27 Aug 2020
A Generative Approach to Titling and Clustering Wikipedia Sections Anjalie Field S. Rothe Simon Baumgartner Cong Yu Abe Ittycheriah 29 4 0 22 May 2020
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension Bo Zheng Haoyang Wen Yaobo Liang Nan Duan Wanxiang Che Daxin Jiang Ming Zhou Ting Liu 18 47 0 12 May 2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao Preslav Nakov Z. Ren Dongyan Zhao Rui Yan 23 48 0 10 May 2020
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization Rahul Jha Keping Bi Yang Li M. Pakdaman Asli Celikyilmaz Ivan Zhiboedov Kieran McDonald 25 2 0 05 May 2020
Exploring Content Selection in Summarization of Novel Chapters Faisal Ladhak Bryan Li Yaser Al-Onaizan Kathleen McKeown 71 35 0 04 May 2020
Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation Yun-Zhu Song Hong-Han Shuai Sung-Lin Yeh Yi-Lun Wu Lun-Wei Ku Wen-Chih Peng 34 21 0 06 Feb 2020
Generating Representative Headlines for News Stories Xiaotao Gu Yuning Mao Jiawei Han Jialu Liu Hongkun Yu You Wu Cong Yu Daniel Finnie Jiaqi Zhai Nicholas Zukoski 30 70 0 26 Jan 2020
Hybrid MemNet for Extractive Summarization A. Singh Manish Gupta Vasudeva Varma 21 17 0 25 Dec 2019