Neural Summarization by Extracting Sentences and Words

23 March 2016

Papers citing "Neural Summarization by Extracting Sentences and Words"

50 / 105 papers shown

Title
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 23 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 29 61 0 22 Nov 2019
Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu Zhe Gan Yu Cheng Jingjing Liu BDL 43 278 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 30 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 48 42 0 30 Sep 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle Peter West Ari Holtzman Jan Buys Yejin Choi SSL 16 58 0 16 Sep 2019
Pretrained Language Models for Sequential Sentence Classification Arman Cohan Iz Beltagy Daniel King Bhavana Dalvi Daniel S. Weld 29 128 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 22 35 0 08 Sep 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 248 215 0 07 Sep 2019
Exploring Domain Shift in Extractive Text Summarization Danqing Wang Pengfei Liu Ming Zhong Jie Fu Xipeng Qiu Xuanjing Huang 27 36 0 30 Aug 2019
On-Device Text Representations Robust To Misspellings via Projections Chinnadhurai Sankar Sujith Ravi Zornitsa Kozareva 18 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 31 18 0 19 Jul 2019
Question Answering as an Automatic Evaluation Metric for News Article Summarization Matan Eyal Tal Baumel Michael Elhadad ELM 30 113 0 02 Jun 2019
Scoring Sentence Singletons and Pairs for Abstractive Summarization Logan Lebanoff Kaiqiang Song Franck Dernoncourt Doo Soon Kim Seokhwan Kim W. Chang Fei Liu CVBM 30 103 0 31 May 2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization Sangwoo Cho Logan Lebanoff H. Foroosh Fei Liu 30 53 0 31 May 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 19 102 0 21 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 37 377 0 16 May 2019
Guiding Extractive Summarization with Question-Answering Rewards Kristjan Arumae Fei Liu 31 33 0 04 Apr 2019
Jointly Extracting and Compressing Documents with Summary State Representations Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen 44 52 0 03 Apr 2019
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism Yongzhen Wang Xiaozhong Liu Zheng Gao AI4TS 21 22 0 28 Jan 2019
IndoSum: A New Benchmark Dataset for Indonesian Text Summarization Kemal Kurniawan Samuel Louvan 20 66 0 12 Oct 2018
Multi-Source Pointer Network for Product Title Summarization Fei Sun Peng Jiang Hanxiao Sun Changhua Pei Wenwu Ou Xiaobo Wang 31 47 0 21 Aug 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 22 156 0 19 Aug 2018
Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks Chandra Khatri Gyanit Singh Nish Parikh 35 60 0 20 Jul 2018
Latent Semantic Analysis Approach for Document Summarization Based on Word Embeddings Kamal Al-Sabahi Zuping Zhang Kang Yang 19 9 0 08 Jul 2018
Neural Document Summarization by Jointly Learning to Score and Select Sentences Qingyu Zhou Nan Yang Furu Wei Shaohan Huang M. Zhou Tiejun Zhao 28 320 0 06 Jul 2018
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 36 76 0 14 Jun 2018
Entity Commonsense Representation for Neural Abstractive Summarization Reinald Kim Amplayo Seonjae Lim Seung-won Hwang 25 36 0 14 Jun 2018
A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS) Kamal Al-Sabahi Zuping Zhang Mohammed Nadher 19 109 0 20 May 2018
Bag-of-Words as Target for Neural Machine Translation Shuming Ma Xu Sun Yizhong Wang Junyang Lin 3DV 16 76 0 13 May 2018
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization Shuming Ma Xu Sun Junyang Lin Houfeng Wang 35 46 0 13 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 48 548 0 30 Apr 2018
Learning to Extract Coherent Summary via Deep Reinforcement Learning Yuxiang Wu Baotian Hu AI4TS 17 167 0 19 Apr 2018
Automatic Generation of Chinese Short Product Titles for Mobile Display Yu Gong Xusheng Luo Kenny Q. Zhu Wenwu Ou Shichen Liu Lu Duan 17 32 0 30 Mar 2018
Deep Communicating Agents for Abstractive Summarization Asli Celikyilmaz Antoine Bosselut Xiaodong He Yejin Choi AI4CE 16 305 0 27 Mar 2018
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation Shuming Ma Xu Sun Wei Li Sujian Li Wenjie Li Xuancheng Ren 31 62 0 05 Mar 2018
Extractive Text Summarization using Neural Networks Aakash Sinha A. Yadav Akshay Gahlot AI4TS 19 49 0 27 Feb 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 42 545 0 23 Feb 2018
A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data Jingang Wang Junfeng Tian Long Qiu Sheng Li Jun Lang Luo Si Man Lan 29 43 0 05 Jan 2018
Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis Stefanos Angelidis Mirella Lapata 22 126 0 27 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 18 213 0 01 Nov 2017
Improving Social Media Text Summarization by Learning Sentence Weight Distribution Jingjing Xu 22 3 0 31 Oct 2017
Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification Bo-Ru Lu Frank Shyu Yun-Nung Chen Hung-yi Lee Lin-Shan Lee 32 5 0 16 Sep 2017
R $^3$ : Reinforced Reader-Ranker for Open-Domain Question Answering Shuohang Wang Mo Yu Xiaoxiao Guo Zhiguo Wang Tim Klinger Wei Zhang Shiyu Chang Gerald Tesauro Bowen Zhou Jing Jiang RALM 23 64 0 31 Aug 2017
A Supervised Approach to Extractive Summarisation of Scientific Papers Edward Collins Isabelle Augenstein Sebastian Riedel 19 99 0 13 Jun 2017
Improving Multi-Document Summarization via Text Classification Ziqiang Cao Wenjie Li Sujian Li Furu Wei 9 103 0 28 Nov 2016
Classify or Select: Neural Architectures for Extractive Document Summarization Ramesh Nallapati Bowen Zhou Mingbo Ma 23 92 0 14 Nov 2016
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,255 0 14 Nov 2016
Efficient Summarization with Read-Again and Copy Mechanism Wenyuan Zeng Wenjie Luo Sanja Fidler R. Urtasun 23 101 0 10 Nov 2016