A Neural Attention Model for Abstractive Sentence Summarization

2 September 2015

Jason Weston

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

50 / 444 papers shown

Title
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 42 545 0 23 Feb 2018
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types Hady ElSahar Christophe Gravier F. Laforest BDL 22 80 0 19 Feb 2018
Explainable Prediction of Medical Codes from Clinical Text J. Mullenbach Sarah Wiegreffe J. Duke Jimeng Sun Jacob Eisenstein FAtt 29 567 0 15 Feb 2018
Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models Tal Baumel Matan Eyal Michael Elhadad 48 98 0 23 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 38 462 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 29 43 0 05 Jan 2018
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 35 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 26 13 0 06 Dec 2017
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 56 185 0 14 Nov 2017
QuickEdit: Editing Text & Translations by Crossing Words Out David Grangier Michael Auli KELM 31 10 0 13 Nov 2017
Learning Multi-Modal Word Representation Grounded in Visual Context Éloi Zablocki Benjamin Piwowarski Laure Soulier Patrick Gallinari SSL 10 30 0 09 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 18 213 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 20 69 0 01 Nov 2017
Improving Social Media Text Summarization by Learning Sentence Weight Distribution Jingjing Xu 22 3 0 31 Oct 2017
OSU Multimodal Machine Translation System Report Mingbo Ma Dapeng Li Kai Zhao Liang Huang 35 15 0 07 Oct 2017
On the Effective Use of Pretraining for Natural Language Inference Ignacio Cases Minh-Thang Luong Christopher Potts 33 6 0 05 Oct 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 14 748 0 14 Sep 2017
Natural Language Inference over Interaction Space Yichen Gong Heng Luo Jian Zhang 18 264 0 13 Sep 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
Neural-based Context Representation Learning for Dialog Act Classification Daniel Ortega Ngoc Thang Vu 30 35 0 08 Aug 2017
A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models Kartik Goyal Graham Neubig Chris Dyer Taylor Berg-Kirkpatrick 3DV 44 40 0 01 Aug 2017
Self-organized Hierarchical Softmax Songlin Yang Shawn Tan C. Pal Aaron Courville BDL 38 7 0 26 Jul 2017
Split and Rephrase Shashi Narayan Claire Gardent Shay B. Cohen Anastasia Shimorina 44 93 0 21 Jul 2017
Do Neural Nets Learn Statistical Laws behind Natural Language? Shuntaro Takahashi Kumiko Tanaka-Ishii 41 27 0 16 Jul 2017
Shakespearizing Modern Language Using Copy-Enriched Sequence-to-Sequence Models Harsh Jhamtani Varun Gangal Eduard H. Hovy Eric Nyberg 41 175 0 04 Jul 2017
A Supervised Approach to Extractive Summarisation of Scientific Papers Edward Collins Isabelle Augenstein Sebastian Riedel 19 99 0 13 Jun 2017
Scientific document summarization via citation contextualization and scientific discourse Arman Cohan Nazli Goharian 78 94 0 12 Jun 2017
Adversarial Generation of Natural Language Sai Rajeswar Sandeep Subramanian Francis Dutil C. Pal Aaron Courville GAN 24 204 0 31 May 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 53 1,549 0 11 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 73 3,268 0 08 May 2017
Learning to Ask: Neural Question Generation for Reading Comprehension Xinya Du Junru Shao Claire Cardie 3DV 75 659 0 29 Apr 2017
Diversity driven Attention Model for Query-based Abstractive Summarization Preksha Nema Mitesh Khapra Anirban Laha Balaraman Ravindran 37 170 0 26 Apr 2017
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search Chris Hokamp Qun Liu 24 372 0 24 Apr 2017
Differentiable Scheduled Sampling for Credit Assignment Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 32 40 0 23 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 38 124 0 23 Apr 2017
Attention Strategies for Multi-Source Sequence-to-Sequence Learning Jindrich Libovický Jindřich Helcl AIMat 22 183 0 21 Apr 2017
Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention R. Miyazaki Mamoru Komachi 38 2 0 04 Apr 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 35 255 0 03 Apr 2017
Flow-Guided Feature Aggregation for Video Object Detection Xizhou Zhu Yujie Wang Jifeng Dai Lu Yuan Yichen Wei 51 620 0 29 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 37 171 0 05 Mar 2017
Learning to generate one-sentence biographies from Wikidata Andrew Chisholm Will Radford Ben Hachey SyDa 82 110 0 21 Feb 2017
Opinion Recommendation using Neural Memory Model Zhongqing Wang Yue Zhang VLM HAI MU 46 12 0 06 Feb 2017
Learning to Decode for Future Success Jiwei Li Will Monroe Dan Jurafsky 34 58 0 23 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 21 898 0 23 Jan 2017
On (Commercial) Benefits of Automatic Text Summarization Systems in the News Domain: A Case of Media Monitoring and Media Response Analysis Pashutan Modaresi Philipp Gross Siavash Sefidrodi Mirja Eckholf Stefan Conrad 18 9 0 03 Jan 2017
Aspect-augmented Adversarial Networks for Domain Adaptation Yuan Zhang Regina Barzilay Tommi Jaakkola 44 96 0 01 Jan 2017
Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization Jun Suzuki Masaaki Nagata 35 76 0 31 Dec 2016
Improving Multi-Document Summarization via Text Classification Ziqiang Cao Wenjie Li Sujian Li Furu Wei 9 103 0 28 Nov 2016
Joint Copying and Restricted Generation for Paraphrase Ziqiang Cao Chuwei Luo Wenjie Li Sujian Li 27 90 0 28 Nov 2016
A Simple, Fast Diverse Decoding Algorithm for Neural Generation Jiwei Li Will Monroe Dan Jurafsky 33 239 0 25 Nov 2016