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A Neural Attention Model for Abstractive Sentence Summarization
v1v2 (latest)

A Neural Attention Model for Abstractive Sentence Summarization

2 September 2015
Alexander M. Rush
S. Chopra
Jason Weston
    CVBM
ArXiv (abs)PDFHTML

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

44 / 994 papers shown
Title
Topic Sensitive Neural Headline Generation
Topic Sensitive Neural Headline Generation
Lei Xu
Ziyun Wang
Ayana
Zhiyuan Liu
Maosong Sun
29
0
0
20 Aug 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse
  Time Attention Mechanism
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
Edward Choi
M. T. Bahadori
Joshua A. Kulas
A. Schuetz
Walter F. Stewart
Jimeng Sun
AI4TS
142
1,254
0
19 Aug 2016
An Actor-Critic Algorithm for Sequence Prediction
An Actor-Critic Algorithm for Sequence Prediction
Dzmitry Bahdanau
Philemon Brakel
Kelvin Xu
Anirudh Goyal
Ryan J. Lowe
Joelle Pineau
Aaron Courville
Yoshua Bengio
182
640
0
24 Jul 2016
Syntax-based Attention Model for Natural Language Inference
Syntax-based Attention Model for Natural Language Inference
Pengfei Liu
Xipeng Qiu
Xuanjing Huang
47
4
0
22 Jul 2016
Constructing a Natural Language Inference Dataset using Generative
  Neural Networks
Constructing a Natural Language Inference Dataset using Generative Neural Networks
Janez Starc
Dunja Mladenić
38
7
0
20 Jul 2016
Sequence to Backward and Forward Sequences: A Content-Introducing
  Approach to Generative Short-Text Conversation
Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation
Lili Mou
Yiping Song
Rui Yan
Ge Li
Lu Zhang
Zhi Jin
122
255
0
04 Jul 2016
Towards Abstraction from Extraction: Multiple Timescale Gated Recurrent
  Unit for Summarization
Towards Abstraction from Extraction: Multiple Timescale Gated Recurrent Unit for Summarization
Minsoo Kim
Dennis Singh Moirangthem
Minho Lee
BDL
52
27
0
04 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes
Çağlar Gülçehre
A. Chandar
Kyunghyun Cho
Yoshua Bengio
155
64
0
30 Jun 2016
Sequence-Level Knowledge Distillation
Sequence-Level Knowledge Distillation
Yoon Kim
Alexander M. Rush
140
1,123
0
25 Jun 2016
CUNI System for WMT16 Automatic Post-Editing and Multimodal Translation
  Tasks
CUNI System for WMT16 Automatic Post-Editing and Multimodal Translation Tasks
Jindrich Libovický
Jindřich Helcl
Marek Tlustý
Pavel Pecina
Ondrej Bojar
78
68
0
23 Jun 2016
Rationalizing Neural Predictions
Rationalizing Neural Predictions
Tao Lei
Regina Barzilay
Tommi Jaakkola
155
813
0
13 Jun 2016
Neural Network-Based Abstract Generation for Opinions and Arguments
Neural Network-Based Abstract Generation for Opinions and Arguments
Lu Wang
Wang Ling
58
143
0
09 Jun 2016
Neural Net Models for Open-Domain Discourse Coherence
Neural Net Models for Open-Domain Discourse Coherence
Jiwei Li
Dan Jurafsky
132
124
0
05 Jun 2016
Generating Natural Language Inference Chains
Generating Natural Language Inference Chains
Vladyslav Kolesnyk
Tim Rocktaschel
Sebastian Riedel
ReLMLRM
66
20
0
04 Jun 2016
Question Answering over Knowledge Base with Neural Attention Combining
  Global Knowledge Information
Question Answering over Knowledge Base with Neural Attention Combining Global Knowledge Information
Yuanzhe Zhang
Kang Liu
Shizhu He
Guoliang Ji
Zhanyi Liu
Hua Wu
Jun Zhao
70
59
0
03 Jun 2016
Aspect Level Sentiment Classification with Deep Memory Network
Aspect Level Sentiment Classification with Deep Memory Network
Duyu Tang
Bing Qin
Ting Liu
101
901
0
28 May 2016
Review Networks for Caption Generation
Review Networks for Caption Generation
Zhilin Yang
Ye Yuan
Yuexin Wu
Ruslan Salakhutdinov
William W. Cohen
3DV
80
85
0
25 May 2016
Distance Metric Learning for Aspect Phrase Grouping
Distance Metric Learning for Aspect Phrase Grouping
Shufeng Xiong
Yue Zhang
Donghong Ji
Yinxia Lou
25
0
0
29 Apr 2016
Why and How to Pay Different Attention to Phrase Alignments of Different
  Intensities
Why and How to Pay Different Attention to Phrase Alignments of Different Intensities
Wenpeng Yin
Hinrich Schütze
33
3
0
23 Apr 2016
A Deep Neural Network for Chinese Zero Pronoun Resolution
A Deep Neural Network for Chinese Zero Pronoun Resolution
Qingyu Yin
Weinan Zhang
Yu Zhang
Ting Liu
71
25
0
20 Apr 2016
Neural Headline Generation with Sentence-wise Optimization
Neural Headline Generation with Sentence-wise Optimization
Ayana
Shiqi Shen
Yu Zhao
Zhiyuan Liu
Maosong Sun
94
55
0
07 Apr 2016
AttSum: Joint Learning of Focusing and Summarization with Neural
  Attention
AttSum: Joint Learning of Focusing and Summarization with Neural Attention
Ziqiang Cao
Wenjie Li
Sujian Li
Furu Wei
Yanran Li
93
117
0
01 Apr 2016
Pointing the Unknown Words
Pointing the Unknown Words
Çağlar Gülçehre
Sungjin Ahn
Ramesh Nallapati
Bowen Zhou
Yoshua Bengio
103
525
0
26 Mar 2016
Neural Summarization by Extracting Sentences and Words
Neural Summarization by Extracting Sentences and Words
Jianpeng Cheng
Mirella Lapata
94
810
0
23 Mar 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning
Incorporating Copying Mechanism in Sequence-to-Sequence Learning
Jiatao Gu
Zhengdong Lu
Hang Li
Victor O.K. Li
255
1,541
0
21 Mar 2016
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and
  Beyond
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond
Ramesh Nallapati
Bowen Zhou
Cicero Nogueira dos Santos
Çağlar Gülçehre
Bing Xiang
AIMat
344
2,569
0
19 Feb 2016
A Convolutional Attention Network for Extreme Summarization of Source
  Code
A Convolutional Attention Network for Extreme Summarization of Source Code
Miltiadis Allamanis
Hao Peng
Charles Sutton
AI4TS
106
585
0
09 Feb 2016
Exploring the Limits of Language Modeling
Exploring the Limits of Language Modeling
Rafal Jozefowicz
Oriol Vinyals
M. Schuster
Noam M. Shazeer
Yonghui Wu
280
1,147
0
07 Feb 2016
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label
  Classification
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification
André F. T. Martins
Ramón Fernández Astudillo
263
726
0
05 Feb 2016
Survey on the attention based RNN model and its applications in computer
  vision
Survey on the attention based RNN model and its applications in computer vision
Feng Wang
David Tax
AI4TSAIMat
78
114
0
25 Jan 2016
Long Short-Term Memory-Networks for Machine Reading
Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng
Li Dong
Mirella Lapata
AIMatRALM
141
1,123
0
25 Jan 2016
Language to Logical Form with Neural Attention
Language to Logical Form with Neural Attention
Li Dong
Mirella Lapata
AI4CENAI
178
730
0
06 Jan 2016
Learning Natural Language Inference with LSTM
Learning Natural Language Inference with LSTM
Shuohang Wang
Jing Jiang
123
446
0
30 Dec 2015
Backward and Forward Language Modeling for Constrained Sentence
  Generation
Backward and Forward Language Modeling for Constrained Sentence Generation
Lili Mou
Rui Yan
Ge Li
Lu Zhang
Zhi Jin
GAN
92
33
0
21 Dec 2015
A Planning based Framework for Essay Generation
A Planning based Framework for Essay Generation
Bing Qin
Duyu Tang
Xinwei Geng
Dandan Ning
Jiahao Liu
Ting Liu
34
5
0
18 Dec 2015
Semi-supervised Question Retrieval with Gated Convolutions
Semi-supervised Question Retrieval with Gated Convolutions
Tao Lei
Hrishikesh Joshi
Regina Barzilay
Tommi Jaakkola
K. Tymoshenko
Alessandro Moschitti
Lluís Màrquez i Villodre
RALM
103
107
0
17 Dec 2015
ABCNN: Attention-Based Convolutional Neural Network for Modeling
  Sentence Pairs
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Wenpeng Yin
Hinrich Schütze
Bing Xiang
Bowen Zhou
115
946
0
16 Dec 2015
Generating News Headlines with Recurrent Neural Networks
Generating News Headlines with Recurrent Neural Networks
Konstantin Lopyrev
55
117
0
05 Dec 2015
Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems
Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems
Jesse Dodge
Andreea Gane
Xiang Zhang
Antoine Bordes
S. Chopra
Alexander H. Miller
Arthur Szlam
Jason Weston
ELM
108
198
0
21 Nov 2015
Sequence Level Training with Recurrent Neural Networks
Sequence Level Training with Recurrent Neural Networks
MarcÁurelio Ranzato
S. Chopra
Michael Auli
Wojciech Zaremba
188
1,620
0
20 Nov 2015
The Goldilocks Principle: Reading Children's Books with Explicit Memory
  Representations
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations
Felix Hill
Antoine Bordes
S. Chopra
Jason Weston
RALM
203
638
0
07 Nov 2015
RATM: Recurrent Attentive Tracking Model
RATM: Recurrent Attentive Tracking Model
Samira Ebrahimi Kahou
Vincent Michalski
Roland Memisevic
91
84
0
29 Oct 2015
Reasoning about Entailment with Neural Attention
Reasoning about Entailment with Neural Attention
Tim Rocktaschel
Edward Grefenstette
Karl Moritz Hermann
Tomás Kociský
Phil Blunsom
NAI
95
764
0
22 Sep 2015
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to
  Action Sequences
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences
Hongyuan Mei
Joey Tianyi Zhou
Matthew R. Walter
LM&Ro
116
244
0
12 Jun 2015
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