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A Neural Attention Model for Abstractive Sentence Summarization

2 September 2015

Jason Weston

Papers citing "A Neural Attention Model for Abstractive Sentence Summarization"

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Title
Attention-based End-to-End Models for Small-Footprint Keyword Spotting Changhao Shan Junbo Zhang Yujun Wang Lei Xie AI4TS 61 110 0 29 Mar 2018
Actor-Critic based Training Framework for Abstractive Summarization Piji Li Lidong Bing Wai Lam OffRL 98 49 0 28 Mar 2018
Deep Communicating Agents for Abstractive Summarization Asli Celikyilmaz Antoine Bosselut Xiaodong He Yejin Choi AI4CE 121 307 0 27 Mar 2018
AAANE: Attention-based Adversarial Autoencoder for Multi-scale Network Embedding Lei Sang Min Xu Shengsheng Qian Xindong Wu GAN GNN 54 11 0 24 Mar 2018
Stacked Cross Attention for Image-Text Matching Kuang-Huei Lee Xi Chen G. Hua Houdong Hu Xiaodong He 122 1,163 0 21 Mar 2018
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata Lucie-Aimée Kaffee Hady ElSahar Pavlos Vougiouklis Christophe Gravier F. Laforest Jonathon S. Hare Elena Simperl 71 24 0 19 Mar 2018
A Survey on Neural Network-Based Summarization Methods Yue Dong AILaw AI4TS 79 34 0 19 Mar 2018
Controlling Decoding for More Abstractive Summaries with Copy-Based Networks Noah Weber L. Shekhar Niranjan Balasubramanian Kyunghyun Cho 62 9 0 19 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 82 62 0 05 Mar 2018
Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples Minhao Cheng Jinfeng Yi Pin-Yu Chen Huan Zhang Cho-Jui Hsieh SILM AAML 120 245 0 03 Mar 2018
A Hybrid Word-Character Approach to Abstractive Summarization Chieh-Teng Chang Chi-Chia Huang Chih-Yuan Yang Jane Yung-jen Hsu 59 8 0 27 Feb 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 229 551 0 23 Feb 2018
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types Hady ElSahar Christophe Gravier F. Laforest BDL 70 80 0 19 Feb 2018
Explainable Prediction of Medical Codes from Clinical Text J. Mullenbach Sarah Wiegreffe J. Duke Jimeng Sun Jacob Eisenstein FAtt 101 576 0 15 Feb 2018
Attention based Sentence Extraction from Scientific Articles using Pseudo-Labeled data Parth Mehta Gaurav Arora Prasenjit Majumder 20 6 0 13 Feb 2018
Structured-based Curriculum Learning for End-to-end English-Japanese Speech Translation Takatomo Kano S. Sakti Satoshi Nakamura 79 46 0 13 Feb 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 144 144 0 31 Jan 2018
Generating Wikipedia by Summarizing Long Sequences Peter J. Liu Mohammad Saleh Etienne Pot Ben Goodrich Ryan Sepassi Lukasz Kaiser Noam M. Shazeer CVBM 247 802 0 30 Jan 2018
Combining Convolution and Recursive Neural Networks for Sentiment Analysis Vinh D. Van Thien Thai Minh-Quoc Nghiem 49 22 0 27 Jan 2018
Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models Tal Baumel Matan Eyal Michael Elhadad 108 98 0 23 Jan 2018
Revisiting Video Saliency: A Large-scale Benchmark and a New Model Wenguan Wang Jianbing Shen Fang Guo Ming-Ming Cheng Ali Borji VLM 55 266 0 23 Jan 2018
Dense Recurrent Neural Networks for Scene Labeling Heng Fan Haibin Ling 83 13 0 21 Jan 2018
Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs W. James Murdoch Peter J. Liu Bin Yu 107 210 0 16 Jan 2018
TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu Ronald M. Summers MedIm 81 469 0 12 Jan 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 89 43 0 05 Jan 2018
Combining Representation Learning with Logic for Language Processing Tim Rocktaschel NAI 65 6 0 27 Dec 2017
Actionable Email Intent Modeling with Reparametrized RNNs Chu-cheng Lin Dongyeop Kang Michael Gamon Madian Khabsa Ahmed Hassan Awadallah Patrick Pantel 46 16 0 26 Dec 2017
Source-side Prediction for Neural Headline Generation Shun Kiyono Sho Takase Jun Suzuki Naoaki Okazaki Kentaro Inui Masaaki Nagata 59 9 0 22 Dec 2017
Variational Attention for Sequence-to-Sequence Models Hareesh Bahuleyan Lili Mou Olga Vechtomova Pascal Poupart DRL 111 117 0 21 Dec 2017
Query-Based Abstractive Summarization Using Neural Networks Johan Hasselqvist Niklas Helmertz Mikael Kågebäck 61 43 0 17 Dec 2017
Why Do Neural Dialog Systems Generate Short and Meaningless Replies? A Comparison between Dialog and Translation Bolin Wei Shuai Lu Lili Mou Hao Zhou Pascal Poupart Ge Li Zhi Jin 69 29 0 06 Dec 2017
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis Hu Xu Sihong Xie Lei Shu Philip S. Yu AAML 97 13 0 06 Dec 2017
Using stochastic computation graphs formalism for optimization of sequence-to-sequence model Eugene Golikov Vlad Zhukov M. Kretov 48 0 0 21 Nov 2017
Dialogue Act Recognition via CRF-Attentive Structured Network Zheqian Chen Rongqin Yang Zhou Zhao Deng Cai Xiaofei He 78 92 0 15 Nov 2017
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 139 186 0 14 Nov 2017
QuickEdit: Editing Text & Translations by Crossing Words Out David Grangier Michael Auli KELM 90 10 0 13 Nov 2017
Faithful to the Original: Fact Aware Neural Abstractive Summarization Ziqiang Cao Furu Wei Wenjie Li Sujian Li HILM 123 373 0 13 Nov 2017
Integrating User and Agent Models: A Deep Task-Oriented Dialogue System Weiyan Wang Yuxiang Wu Yu Zhang Zhongqi Lu Kaixiang Mo Qiang Yang LLMAG 45 1 0 10 Nov 2017
Learning Multi-Modal Word Representation Grounded in Visual Context Éloi Zablocki Benjamin Piwowarski Laure Soulier Patrick Gallinari SSL 74 30 0 09 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 130 214 0 01 Nov 2017
Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples Pavlos Vougiouklis Hady ElSahar Lucie-Aimée Kaffee Christophe Gravier F. Laforest Jonathon S. Hare Elena Simperl 88 68 0 01 Nov 2017
Summarizing Dialogic Arguments from Social Media Amita Misra Shereen Oraby Shubhangi Tandon S. SharathT. P. Anand M. Walker 45 5 0 31 Oct 2017
Improving Social Media Text Summarization by Learning Sentence Weight Distribution Jingjing Xu 33 3 0 31 Oct 2017
InterpNET: Neural Introspection for Interpretable Deep Learning Shane T. Barratt 65 20 0 26 Oct 2017
Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning Ming-Yu Liu Kainan Peng Andrew Gibiansky Sercan O. Arik Ajay Kannan Sharan Narang Jonathan Raiman John Miller 109 309 0 20 Oct 2017
Multi-Document Summarization using Distributed Bag-of-Words Model Kaustubh Mani Ishan Verma Hardik Meisheri Lipika Dey 37 18 0 07 Oct 2017
OSU Multimodal Machine Translation System Report Mingbo Ma Dapeng Li Kai Zhao Liang Huang 83 15 0 07 Oct 2017
A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification Shuming Ma Xu Sun 60 30 0 06 Oct 2017
On the Effective Use of Pretraining for Natural Language Inference Ignacio Cases Minh-Thang Luong Christopher Potts 53 6 0 05 Oct 2017
Efficient and Effective Single-Document Summarizations and A Word-Embedding Measurement of Quality Liqun Shao Huatian Zhang Ming Jia Jie Wang 67 11 0 01 Oct 2017