Neural Summarization by Extracting Sentences and Words

23 March 2016

Papers citing "Neural Summarization by Extracting Sentences and Words"

50 / 83 papers shown

Title
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 49 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 17 1 0 22 May 2023
CopyNE: Better Contextual ASR by Copying Named Entities Shilin Zhou Zhenghua Li Yu Hong M. Zhang Zhefeng Wang Baoxing Huai 15 5 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 65 0 13 Mar 2023
An entity-guided text summarization framework with relational heterogeneous graph neural network Jingqiang Chen 15 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 31 15 0 09 Nov 2022
Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document Chen Lin Ye Liu Siyu An Di Yin 16 1 0 09 Nov 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 25 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 22 0 29 Sep 2022
Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 47 7 0 15 Sep 2022
Brand Celebrity Matching Model Based on Natural Language Processing Han Yang Kejian Yang Erhan Zhang 28 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 73 122 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 10 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 16 55 0 15 Mar 2022
Neural Program Repair: Systems, Challenges and Solutions Wenkang Zhong Chuanyi Li Jidong Ge B. Luo 23 13 0 22 Feb 2022
SciBERTSUM: Extractive Summarization for Scientific Documents Athar Sefid C. Lee Giles 25 9 0 21 Jan 2022
End-to-End Segmentation-based News Summarization Yang Liu Chenguang Zhu Michael Zeng VLM 38 26 0 15 Oct 2021
Automatic Text Extractive Summarization Based on Graph and Pre-trained Language Model Attention Yuanze Lin Jinwen Ma GNN 18 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 23 0 0 08 Oct 2021
Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing Zeyu You Tao Yang Wei Fan Hanghang Tong 18 43 0 29 Aug 2021
Generating Related Work Darsh J. Shah Regina Barzilay 28 3 0 18 Apr 2021
Nutribullets Hybrid: Multi-document Health Summarization Darsh J. Shah L. Yu Tao Lei Regina Barzilay 33 3 0 08 Apr 2021
Improving Online Forums Summarization via Hierarchical Unified Deep Neural Network Sansiri Tarnpradab Fereshteh Jafariakinabad K. Hua 13 5 0 25 Mar 2021
Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo Weijian Qiu Yizhong Wang T. Cohen 27 77 0 23 Dec 2020
Extractive Opinion Summarization in Quantized Transformer Spaces Stefanos Angelidis Reinald Kim Amplayo Yoshihiko Suhara Xiaolan Wang Mirella Lapata MQ 19 110 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 60 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 25 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 29 109 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
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao Xiuying Chen Z. Ren Dongyan Zhao Rui Yan 15 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 15 2 0 05 May 2020
Exploring Content Selection in Summarization of Novel Chapters Faisal Ladhak Bryan Li Yaser Al-Onaizan Kathleen McKeown 61 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 24 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 22 70 0 26 Jan 2020
Hybrid MemNet for Extractive Summarization A. Singh Manish Gupta Vasudeva Varma 13 17 0 25 Dec 2019
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering Yang Deng Wai Lam Yuexiang Xie Daoyuan Chen Yaliang Li Min Yang Ying Shen 19 61 0 22 Nov 2019
Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu Zhe Gan Yu Cheng Jingjing Liu BDL 34 277 0 30 Oct 2019
Kernel-Based Approaches for Sequence Modeling: Connections to Neural Methods Kevin J Liang Guoyin Wang Yitong Li Ricardo Henao Lawrence Carin 27 2 0 09 Oct 2019
A Closer Look at Data Bias in Neural Extractive Summarization Models Ming Zhong Danqing Wang Pengfei Liu Xipeng Qiu Xuanjing Huang 40 42 0 30 Sep 2019
Pretrained Language Models for Sequential Sentence Classification Arman Cohan Iz Beltagy Daniel King Bhavana Dalvi Daniel S. Weld 24 128 0 09 Sep 2019
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses Matt Grenander Yue Dong Jackie C.K. Cheung Annie Louis 14 35 0 08 Sep 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 235 215 0 07 Sep 2019
Exploring Domain Shift in Extractive Text Summarization Danqing Wang Pengfei Liu Ming Zhong Jie Fu Xipeng Qiu Xuanjing Huang 19 36 0 30 Aug 2019
On-Device Text Representations Robust To Misspellings via Projections Chinnadhurai Sankar Sujith Ravi Zornitsa Kozareva 13 2 0 14 Aug 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 29 18 0 19 Jul 2019