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Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

19 February 2016

Ramesh Nallapati

Bowen Zhou

Cicero Nogueira dos Santos

Papers citing "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"

50 / 1,162 papers shown

Title
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism Yongzhen Wang Xiaozhong Liu Zheng Gao AI4TS 135 23 0 28 Jan 2019
Improving generation quality of pointer networks via guided attention Kushal Chawla Kundan Krishna Balaji Vasan Srinivasan 72 2 0 20 Jan 2019
What comes next? Extractive summarization by next-sentence prediction Jingyun Liu Jackie C.K. Cheung Annie Louis 125 9 0 12 Jan 2019
From Plots to Endings: A Reinforced Pointer Generator for Story Ending Generation Yan Zhao Lu Liu Chunhua Liu Ruoyao Yang Dong Yu 119 25 0 11 Jan 2019
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach Chuan Qin Hengshu Zhu Tong Xu Chen Zhu Liang Jiang Enhong Chen Hui Xiong 89 181 0 21 Dec 2018
On the Dimensionality of Word Embedding Zi Yin Yuanyuan Shen 183 209 0 11 Dec 2018
Neural Abstractive Text Summarization with Sequence-to-Sequence Models Tian Shi Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 367 252 0 05 Dec 2018
LSICC: A Large Scale Informal Chinese Corpus Jianyu Zhao Zhuoran Ji 106 3 0 26 Nov 2018
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications Jongsoo Park Maxim Naumov Protonu Basu Summer Deng Aravind Kalaiah ... Lin Qiao Vijay Rao Nadav Rotem S. Yoo M. Smelyanskiy FedML GNN BDL 175 195 0 24 Nov 2018
Long Short-Term Memory with Dynamic Skip ConnectionsAAAI Conference on Artificial Intelligence (AAAI), 2018 Tao Gui Tao Gui Lujun Zhao Y. Lin Minlong Peng Jingjing Gong Xuanjing Huang 139 29 0 09 Nov 2018
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document SummarizationAAAI Conference on Artificial Intelligence (AAAI), 2018 Paramanand Chandramouli Chen Liang Lei Hou C. Bruschini Zhiyuan Liu Hanwang Zhang AI4TS 179 30 0 06 Nov 2018
Structured Neural Summarization Patrick Fernandes Miltiadis Allamanis Marc Brockschmidt GNN 207 224 0 05 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 234 200 0 02 Nov 2018
How2: A Large-scale Dataset for Multimodal Language Understanding Ramon Sanabria Ozan Caglayan Shruti Palaskar Desmond Elliott Loïc Barrault Lucia Specia Florian Metze VGen MLLM 235 312 0 01 Nov 2018
Dial2Desc: End-to-end Dialogue Description Generation Haojie Pan Junpei Zhou Zhou Zhao Yan Liu Deng Cai Min Yang VLM 106 14 0 01 Nov 2018
Extractive Summarization of EHR Discharge Notes Emily Alsentzer Anne Kim 128 25 0 26 Oct 2018
Abstractive Summarization Using Attentive Neural Techniques Jacob Krantz Jugal Kalita AIMat 117 11 0 20 Oct 2018
WikiHow: A Large Scale Text Summarization Dataset Mahnaz Koupaee William Yang Wang 173 321 0 18 Oct 2018
Deep Transfer Reinforcement Learning for Text Summarization Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 218 38 0 15 Oct 2018
Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information Lisa Fan Dong Yu Lu Wang AAML 102 21 0 14 Oct 2018
MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization Eric Chu Peter J. Liu 186 19 0 12 Oct 2018
IndoSum: A New Benchmark Dataset for Indonesian Text Summarization Kemal Kurniawan Samuel Louvan 343 76 0 12 Oct 2018
End-to-End Content and Plan Selection for Data-to-Text Generation Sebastian Gehrmann Falcon Z. Dai H. Elder Alexander M. Rush 125 72 0 10 Oct 2018
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks Yau-Shian Wang Hung-yi Lee 141 67 0 05 Oct 2018
The Rule of Three: Abstractive Text Summarization in Three Bullet PointsPacific Asia Conference on Language, Information and Computation (PACLIC), 2018 Tomonori Kodaira Mamoru Komachi 100 4 0 28 Sep 2018
Iterative Document Representation Learning Towards Summarization with PolishingConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Preslav Nakov Shen Gao Chongyang Tao Yan Song Dongyan Zhao Rui Yan 197 41 0 27 Sep 2018
BanditSum: Extractive Summarization as a Contextual BanditConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Yue Dong Songlin Yang Eric Crawford H. V. Hoof Jackie C.K. Cheung 226 187 0 25 Sep 2018
Text Summarization as Tree Transduction by Top-Down TreeLSTMIEEE Symposium Series on Computational Intelligence (SSCI), 2018 D. Bacciu A. Bruno 118 4 0 24 Sep 2018
Building Context-aware Clause Representations for Situation Entity Type Classification Zeyu Dai Ruihong Huang 70 8 0 20 Sep 2018
Latent Topic Conversational Models Tsung-Hsien Wen Minh-Thang Luong BDL 124 4 0 19 Sep 2018
Bidirectional Attentional Encoder-Decoder Model and Bidirectional Beam Search for Abstractive Summarization Kamal Al-Sabahi Zuping Zhang Kang Yang AIMat 143 22 0 18 Sep 2018
Learning to Summarize Radiology Findings Yuhao Zhang D. Ding Tianpei Qian Christopher D. Manning C. Langlotz MedIm 111 133 0 12 Sep 2018
Closed-Book Training to Improve Summarization Encoder Memory Yichen Jiang Joey Tianyi Zhou RALM 142 29 0 12 Sep 2018
Unsupervised Sentence Compression using Denoising Auto-Encoders Thibault Févry Jason Phang 144 72 0 07 Sep 2018
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features Vrindavan Harrison M. Walker AIMat 145 53 0 07 Sep 2018
Improving Neural Question Generation using Answer Separation Yanghoon Kim Hwanhee Lee Joongbo Shin Kyomin Jung 287 172 0 07 Sep 2018
Dual Ask-Answer Network for Machine Reading Comprehension Hang Xiao Feng Wang Jianfeng Yan Jingyao Zheng 164 9 0 06 Sep 2018
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots Shaojie Jiang Maarten de Rijke 150 45 0 06 Sep 2018
Bottom-Up Abstractive Summarization Sebastian Gehrmann Yuntian Deng Alexander M. Rush CVBM 465 712 0 31 Aug 2018
Why Do Neural Response Generation Models Prefer Universal Replies? Bowen Wu Nan Jiang Zhifeng Gao Mengyuan Li Zongsheng Wang Suke Li Qihang Feng Wenge Rong Baoxun Wang 245 8 0 28 Aug 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 555 1,892 0 27 Aug 2018
Improving Abstraction in Text Summarization Wojciech Kry'sciñski Romain Paulus Caiming Xiong R. Socher 184 150 0 23 Aug 2018
Neural Latent Extractive Document Summarization Xingxing Zhang Mirella Lapata Furu Wei M. Zhou 220 167 0 22 Aug 2018
Multi-Source Pointer Network for Product Title Summarization Fei Sun Peng Jiang Hanxiao Sun Changhua Pei Wenwu Ou Xiaobo Wang 201 50 0 21 Aug 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 253 162 0 19 Aug 2018
Language Style Transfer from Sentences with Arbitrary Unknown Styles Yanpeng Zhao Wei Bi Deng Cai Xiaojiang Liu Kewei Tu Shuming Shi 128 20 0 13 Aug 2018
Abstractive Summarization Improved by WordNet-based Extractive Sentences Niantao Xie Sujian Li Huiling Ren Qibin Zhai 119 1 0 04 Aug 2018
News Article Teaser Tweets and How to Generate Them Sanjeev Kumar Karn Mark Buckley Ulli Waltinger Hinrich Schütze VLM 112 3 0 30 Jul 2018
Variational Memory Encoder-Decoder Hung Le T. Tran Thin Nguyen Svetha Venkatesh VLM DRL 157 33 0 26 Jul 2018
Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks Chandra Khatri Gyanit Singh Nish Parikh 134 62 0 20 Jul 2018