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Sequence to Sequence Learning with Neural Networks
v1v2v3 (latest)

Sequence to Sequence Learning with Neural Networks

Neural Information Processing Systems (NeurIPS), 2014
10 September 2014
Ilya Sutskever
Oriol Vinyals
Quoc V. Le
    AIMat
ArXiv (abs)PDFHTML

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 6,870 papers shown
Towards Neural Network-based Reasoning
Towards Neural Network-based Reasoning
Baolin Peng
Zhengdong Lu
Hang Li
Kam-Fai Wong
NAILRM
148
74
0
22 Aug 2015
End-to-End Attention-based Large Vocabulary Speech Recognition
End-to-End Attention-based Large Vocabulary Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015
Dzmitry Bahdanau
J. Chorowski
Dmitriy Serdyuk
Philemon Brakel
Yoshua Bengio
366
1,192
0
18 Aug 2015
Learning Meta-Embeddings by Using Ensembles of Embedding Sets
Learning Meta-Embeddings by Using Ensembles of Embedding Sets
Wenpeng Yin
Hinrich Schütze
FedML
208
29
0
18 Aug 2015
Molding CNNs for text: non-linear, non-consecutive convolutions
Molding CNNs for text: non-linear, non-consecutive convolutionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2015
Tao Lei
Regina Barzilay
Tommi Jaakkola
227
147
0
17 Aug 2015
The SP theory of intelligence: distinctive features and advantages
The SP theory of intelligence: distinctive features and advantagesIEEE Access (IEEE Access), 2015
J. G. Wolff
366
31
0
17 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation
Effective Approaches to Attention-based Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2015
Thang Luong
Hieu H. Pham
Christopher D. Manning
1.4K
8,272
0
17 Aug 2015
Depth-Gated LSTM
Depth-Gated LSTM
Kaisheng Yao
Trevor Cohn
Katerina Vylomova
Kevin Duh
Chris Dyer
VLM
168
76
0
16 Aug 2015
Semantically Conditioned LSTM-based Natural Language Generation for
  Spoken Dialogue Systems
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2015
Tsung-Hsien Wen
Milica Gasic
N. Mrksic
Pei-hao Su
David Vandyke
S. Young
358
964
0
07 Aug 2015
Listen, Attend and Spell
Listen, Attend and SpellIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015
William Chan
Navdeep Jaitly
Quoc V. Le
Oriol Vinyals
RALM
444
2,374
0
05 Aug 2015
Time-series modeling with undecimated fully convolutional neural
  networks
Time-series modeling with undecimated fully convolutional neural networks
Roni Mittelman
AI4TSBDL
151
51
0
03 Aug 2015
Recurrent Network Models for Human Dynamics
Recurrent Network Models for Human Dynamics
Katerina Fragkiadaki
Sergey Levine
Panna Felsen
Jitendra Malik
222
32
0
02 Aug 2015
Action-Conditional Video Prediction using Deep Networks in Atari Games
Action-Conditional Video Prediction using Deep Networks in Atari GamesNeural Information Processing Systems (NeurIPS), 2015
Junhyuk Oh
Xiaoxiao Guo
Honglak Lee
Richard L. Lewis
Satinder Singh
413
884
0
31 Jul 2015
Neural NILM: Deep Neural Networks Applied to Energy Disaggregation
Neural NILM: Deep Neural Networks Applied to Energy DisaggregationInternational Conference on Systems for Energy-Efficient Built Environments (BuildSys), 2015
Jack Kelly
William Knottenbelt
AI4TS
212
846
0
23 Jul 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical
  Neural Network Models
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsAAAI Conference on Artificial Intelligence (AAAI), 2015
Iulian Serban
Alessandro Sordoni
Yoshua Bengio
Aaron Courville
Joelle Pineau
AILaw
355
1,798
0
17 Jul 2015
A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware
  Query Suggestion
A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query SuggestionInternational Conference on Information and Knowledge Management (CIKM), 2015
Alessandro Sordoni
Yoshua Bengio
H. Vahabi
Christina Lioma
J. Simonsen
J. Nie
3DV
203
562
0
08 Jul 2015
Grid Long Short-Term Memory
Grid Long Short-Term MemoryInternational Conference on Learning Representations (ICLR), 2015
Nal Kalchbrenner
Ivo Danihelka
Alex Graves
AI4TS
254
369
0
06 Jul 2015
Describing Multimedia Content using Attention-based Encoder--Decoder
  Networks
Describing Multimedia Content using Attention-based Encoder--Decoder Networks
Dong Wang
Aaron Courville
Yoshua Bengio
202
433
0
04 Jul 2015
Language Understanding for Text-based Games Using Deep Reinforcement
  Learning
Language Understanding for Text-based Games Using Deep Reinforcement Learning
Karthik Narasimhan
Tejas D. Kulkarni
Regina Barzilay
OffRL
298
377
0
30 Jun 2015
Occam's Gates
Occam's Gates
Jonathan Raiman
Szymon Sidor
132
1
0
27 Jun 2015
Attention-Based Models for Speech Recognition
Attention-Based Models for Speech Recognition
J. Chorowski
Dzmitry Bahdanau
Dmitriy Serdyuk
Dong Wang
Yoshua Bengio
358
2,715
0
24 Jun 2015
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical
  Volumetric Image Segmentation
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation
Marijn F. Stollenga
Wonmin Byeon
Marcus Liwicki
Jürgen Schmidhuber
144
300
0
24 Jun 2015
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
A. Kumar
Ozan Irsoy
Peter Ondruska
Mohit Iyyer
James Bradbury
Ishaan Gulrajani
Victor Zhong
Romain Paulus
R. Socher
492
1,209
0
24 Jun 2015
Skip-Thought Vectors
Skip-Thought Vectors
Ryan Kiros
Yukun Zhu
Ruslan Salakhutdinov
R. Zemel
Antonio Torralba
R. Urtasun
Sanja Fidler
SSL
463
2,467
0
22 Jun 2015
Aligning Books and Movies: Towards Story-like Visual Explanations by
  Watching Movies and Reading Books
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books
Yukun Zhu
Ryan Kiros
R. Zemel
Ruslan Salakhutdinov
R. Urtasun
Antonio Torralba
Sanja Fidler
544
2,683
0
22 Jun 2015
A Neural Network Approach to Context-Sensitive Generation of
  Conversational Responses
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
Alessandro Sordoni
Michel Galley
Michael Auli
Chris Brockett
Yangfeng Ji
Margaret Mitchell
Jian-Yun Nie
Jianfeng Gao
W. Dolan
324
912
0
22 Jun 2015
Answer Sequence Learning with Neural Networks for Answer Selection in
  Community Question Answering
Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering
Xiaoqiang Zhou
Baotian Hu
Qingcai Chen
Buzhou Tang
Xiaolong Wang
174
64
0
22 Jun 2015
A Deep Memory-based Architecture for Sequence-to-Sequence Learning
A Deep Memory-based Architecture for Sequence-to-Sequence Learning
Fandong Meng
Zhengdong Lu
Zhaopeng Tu
Hang Li
Qun Liu
139
12
0
22 Jun 2015
A Neural Conversational Model
A Neural Conversational Model
Oriol Vinyals
Quoc V. Le
BDL
540
1,799
0
19 Jun 2015
LCSTS: A Large Scale Chinese Short Text Summarization Dataset
LCSTS: A Large Scale Chinese Short Text Summarization Dataset
Baotian Hu
Qingcai Chen
Fangze Zhu
277
358
0
19 Jun 2015
End-to-end people detection in crowded scenes
End-to-end people detection in crowded scenesComputer Vision and Pattern Recognition (CVPR), 2015
Russell Stewart
Mykhaylo Andriluka
468
572
0
16 Jun 2015
Tree-structured composition in neural networks without tree-structured
  architectures
Tree-structured composition in neural networks without tree-structured architectures
Samuel R. Bowman
Christopher D. Manning
Christopher Potts
254
76
0
16 Jun 2015
Reading Scene Text in Deep Convolutional Sequences
Reading Scene Text in Deep Convolutional SequencesAAAI Conference on Artificial Intelligence (AAAI), 2015
Pan He
Weilin Huang
Yu Qiao
Chen Change Loy
Xiaoou Tang
184
316
0
14 Jun 2015
Convolutional LSTM Network: A Machine Learning Approach for
  Precipitation Nowcasting
Convolutional LSTM Network: A Machine Learning Approach for Precipitation NowcastingNeural Information Processing Systems (NeurIPS), 2015
Xingjian Shi
Zhourong Chen
Hao Wang
Dit-Yan Yeung
W. Wong
W. Woo
1.2K
9,061
0
13 Jun 2015
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to
  Action Sequences
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action SequencesAAAI Conference on Artificial Intelligence (AAAI), 2015
Hongyuan Mei
Joey Tianyi Zhou
Matthew R. Walter
LM&Ro
393
246
0
12 Jun 2015
Place classification with a graph regularized deep neural network model
Place classification with a graph regularized deep neural network modelIEEE Transactions on Cognitive and Developmental Systems (TCDS), 2015
Yiyi Liao
S. Kodagoda
Yue Wang
Lei Shi
Yong Liu
120
26
0
12 Jun 2015
Generative Image Modeling Using Spatial LSTMs
Generative Image Modeling Using Spatial LSTMsNeural Information Processing Systems (NeurIPS), 2015
Lucas Theis
Matthias Bethge
GANVLM
252
206
0
10 Jun 2015
Teaching Machines to Read and Comprehend
Teaching Machines to Read and ComprehendNeural Information Processing Systems (NeurIPS), 2015
Karl Moritz Hermann
Tomás Kociský
Edward Grefenstette
L. Espeholt
W. Kay
Mustafa Suleyman
Phil Blunsom
622
3,738
0
10 Jun 2015
Neural Adaptive Sequential Monte Carlo
Neural Adaptive Sequential Monte CarloNeural Information Processing Systems (NeurIPS), 2015
S. Gu
Zoubin Ghahramani
Richard Turner
BDL
263
151
0
10 Jun 2015
A cognitive neural architecture able to learn and communicate through
  natural language
A cognitive neural architecture able to learn and communicate through natural languagePLoS ONE (PLoS ONE), 2015
B. Golosio
Angelo Cangelosi
Olesya Gamotina
G. Masala
57
27
0
10 Jun 2015
Pointer Networks
Pointer NetworksNeural Information Processing Systems (NeurIPS), 2015
Oriol Vinyals
Meire Fortunato
Navdeep Jaitly
745
3,308
0
09 Jun 2015
Scheduled Sampling for Sequence Prediction with Recurrent Neural
  Networks
Scheduled Sampling for Sequence Prediction with Recurrent Neural NetworksNeural Information Processing Systems (NeurIPS), 2015
Samy Bengio
Oriol Vinyals
Navdeep Jaitly
Noam M. Shazeer
996
2,194
0
09 Jun 2015
Learning to Transduce with Unbounded Memory
Learning to Transduce with Unbounded MemoryNeural Information Processing Systems (NeurIPS), 2015
Edward Grefenstette
Karl Moritz Hermann
Mustafa Suleyman
Phil Blunsom
326
304
0
08 Jun 2015
Visualizing and Understanding Recurrent Networks
Visualizing and Understanding Recurrent Networks
A. Karpathy
Justin Johnson
Li Fei-Fei
HAI
355
1,129
0
05 Jun 2015
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for
  Gesture Recognition in Video
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in VideoInternational Journal of Computer Vision (IJCV), 2015
Lionel Pigou
Aaron van den Oord
Sander Dieleman
Mieke Van Herreweghe
J. Dambre
351
268
0
05 Jun 2015
Cyclical Learning Rates for Training Neural Networks
Cyclical Learning Rates for Training Neural NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2015
L. Smith
ODL
755
2,794
0
03 Jun 2015
What value do explicit high level concepts have in vision to language
  problems?
What value do explicit high level concepts have in vision to language problems?Computer Vision and Pattern Recognition (CVPR), 2015
Qi Wu
Chunhua Shen
Lingqiao Liu
A. Dick
Anton Van Den Hengel
312
460
0
03 Jun 2015
Visualizing and Understanding Neural Models in NLP
Visualizing and Understanding Neural Models in NLPNorth American Chapter of the Association for Computational Linguistics (NAACL), 2015
Jiwei Li
Xinlei Chen
Eduard H. Hovy
Dan Jurafsky
MILMFAtt
202
735
0
02 Jun 2015
A Hierarchical Neural Autoencoder for Paragraphs and Documents
A Hierarchical Neural Autoencoder for Paragraphs and DocumentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2015
Jiwei Li
Minh-Thang Luong
Dan Jurafsky
BDL
216
612
0
02 Jun 2015
Statistical Machine Translation Features with Multitask Tensor Networks
Statistical Machine Translation Features with Multitask Tensor NetworksAnnual Meeting of the Association for Computational Linguistics (ACL), 2015
Hendra Setiawan
Zhongqiang Huang
Jacob Devlin
Thomas Lamar
Rabih Zbib
R. Schwartz
J. Makhoul
120
17
0
01 Jun 2015
Learning with hidden variables
Learning with hidden variablesCurrent Opinion in Neurobiology (Curr Opin Neurobiol), 2015
Y. Roudi
Graham Taylor
147
16
0
01 Jun 2015
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