-
2
-
-
84919728106
-
-
CoRR, abs/1406.1078
-
Cho, Kyunghyun, van Merrienboer, Bart, Gülçehre, Çaglar, Bougares, Fethi, Schwenk, Holger, and Bengio, Yoshua. Learning phrase representations using RNN encoder-decoder for statistical machine translation. CoRR, abs/1406.1078, 2014.
-
(2014)
Learning Phrase Representations Using RNN Encoder-decoder for Statistical Machine Translation
-
-
Cho, K.1
Van Merrienboer, B.2
Gülçehre, C.3
Bougares, F.4
Schwenk, H.5
Bengio, Y.6
-
3
-
-
80053377187
-
Learning with compositional semantics as structural inference for subsentential sentiment analysis
-
Honolulu, Hawaii
-
Choi, Yejin and Cardie, Claire. Learning with compositional semantics as structural inference for subsentential sentiment analysis. In Proceedings of EMNLP, pp. 793-801, Honolulu, Hawaii, 2008.
-
(2008)
Proceedings of EMNLP
, pp. 793-801
-
-
Choi, Y.1
Cardie, C.2
-
5
-
-
84902197186
-
Learning the long-term structure of the blues
-
Eck, Douglas and Schmidhuber, Juergen. Learning the long-term structure of the blues. In Proceedings of ICANN, pp. 284-289, 2002b.
-
(2002)
Proceedings of ICANN
, pp. 284-289
-
-
Eck, D.1
Schmidhuber, J.2
-
6
-
-
0029727454
-
Learning task-dependent distributed representations by backpropagation through structure
-
Bochum, Germany
-
Goller, Christoph and Kuchler, Andreas. Learning task-dependent distributed representations by backpropagation through structure. In Proceedings of ICNN, pp. 347-352, Bochum, Germany, 1996.
-
(1996)
Proceedings of ICNN
, pp. 347-352
-
-
Goller, C.1
Kuchler, A.2
-
8
-
-
84889098068
-
-
CoRR, abs/1303.5778
-
Graves, Alex, Mohamed, Abdel-rahman, and Hinton, Geoffrey E. Speech recognition with deep recurrent neural networks. CoRR, abs/1303.5778, 2013.
-
(2013)
Speech Recognition with Deep Recurrent Neural Networks
-
-
Graves, A.1
Mohamed, A.-R.2
Hinton, G.E.3
-
10
-
-
1542786232
-
A general framework for unsupervised processing of structured data
-
Hammer, Barbara, Micheli, Alessio, Sperduti, Alessandro, and Strickert, Marc. A general framework for unsupervised processing of structured data. Neurocomputing, 57, 2004.
-
(2004)
Neurocomputing
, pp. 57
-
-
Hammer, B.1
Micheli, A.2
Sperduti, A.3
Strickert, M.4
-
11
-
-
84906929292
-
The role of syntax in vector space models of compositional semantics
-
Sofia, Bulgaria, August
-
Hermann, Karl Moritz and Blunsom, Phil. The Role of Syntax in Vector Space Models of Compositional Semantics. In Proceedings of ACL, pp. 894-904, Sofia, Bulgaria, August 2013.
-
(2013)
Proceedings of ACL
, pp. 894-904
-
-
Hermann, K.M.1
Blunsom, P.2
-
13
-
-
84937828128
-
Deep recursive neural networks for compositionality in language
-
Irsoy, Ozan and Cardie, Claire. Deep recursive neural networks for compositionality in language. In Proceedings of NIPS, pp. 2096-2104. 2014.
-
(2014)
Proceedings of NIPS
, pp. 2096-2104
-
-
Irsoy, O.1
Cardie, C.2
-
16
-
-
85146417759
-
Accurate unlex-icalized parsing
-
Sapporo, Japan
-
Klein, Dan and Manning, Christopher D. Accurate unlex-icalized parsing. In Proceedings of ACL, pp. 423-430, Sapporo, Japan, 2003.
-
(2003)
Proceedings of ACL
, pp. 423-430
-
-
Klein, D.1
Manning, C.D.2
-
18
-
-
84866007229
-
A survey of opinion mining and sentiment analysis
-
Liu, Bing and Zhang, Lei. A survey of opinion mining and sentiment analysis. In Mining Text Data, pp. 415-463. 2012.
-
(2012)
Mining Text Data
, pp. 415-463
-
-
Liu, B.1
Zhang, L.2
-
19
-
-
68249091203
-
A novel approach to on-line handwriting recognition based on bidirectional long short-term memory networks
-
Liwicki, Marcus, Graves, Alex, Bunke, Horst, and Schmid-huber, Juergen. A novel approach to on-line handwriting recognition based on bidirectional long short-term memory networks. In Proceedings of ICDAR, 2007.
-
(2007)
Proceedings of ICDAR
-
-
Liwicki, M.1
Graves, A.2
Bunke, H.3
Schmid-Huber, J.4
-
20
-
-
0003612818
-
-
MIT Press, Cambridge, MA, USA
-
Manning, Christopher D. and Schutze, Hinrich. Foundations of Statistical Natural Language Processing. MIT Press, Cambridge, MA, USA, 1999. ISBN 0-262-13360-1.
-
(1999)
Foundations of Statistical Natural Language Processing
-
-
Manning, C.D.1
Schutze, H.2
-
21
-
-
84890631236
-
Identifying purpose behind electoral tweets
-
Mohammad, Saif M., Kiritchenko, Svetlana, and Martin, Joel. Identifying purpose behind electoral tweets. In Proceedings of the 2nd International Workshop on Issues of Sentiment Discovery and Opinion Mining, pp. 1-9, 2013.
-
(2013)
Proceedings of the 2nd International Workshop on Issues of Sentiment Discovery and Opinion Mining
, pp. 1-9
-
-
Mohammad, S.M.1
Kiritchenko, S.2
Martin, J.3
-
23
-
-
84859895244
-
Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales
-
Pang, Bo and Lee, Lillian. Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales. In Proceedings of ACL, pp. 115-124, 2005.
-
(2005)
Proceedings of ACL
, pp. 115-124
-
-
Pang, B.1
Lee, L.2
-
26
-
-
84919790220
-
Recurrent convolutional neural networks for scene labeling
-
Pinheiro, P. H. O. and Collobert, R. Recurrent convolutional neural networks for scene labeling. In Proceedings of ICML, 2014.
-
(2014)
Proceedings of ICML
-
-
Pinheiro, P.H.O.1
Collobert, R.2
-
27
-
-
80053438267
-
Parsing natural scenes and natural language with recursive neural networks
-
Socher, Richard, Lin, Cliff C., Ng, Andrew Y., and Manning, Christopher D. Parsing Natural Scenes and Natural Language with Recursive Neural Networks. In Proceedings of ICML, 2011.
-
(2011)
Proceedings of ICML
-
-
Socher, R.1
Lin, C.C.2
Ng, A.Y.3
Manning, C.D.4
-
28
-
-
84870715081
-
Semantic compositionality through recursive matrix-vector spaces
-
Socher, Richard, Huval, Brody, Manning, Christopher D., and Ng, Andrew Y. Semantic compositionality through recursive matrix-vector spaces. In Proceedings of EMNLP, 2012.
-
(2012)
Proceedings of EMNLP
-
-
Socher, R.1
Huval, B.2
Manning, C.D.3
Ng, A.Y.4
-
29
-
-
84926358845
-
Recursive deep models for semantic compositionality over a sentiment treebank
-
Socher, Richard, Perelygin, Alex, Wu, Jean Y., Chuang, Jason, Manning, Christopher D., Ng, Andrew Y., and Potts, Christopher. Recursive deep models for semantic compositionality over a sentiment treebank. In Proceedings of EMNLP, 2013.
-
(2013)
Proceedings of EMNLP
-
-
Socher, R.1
Perelygin, A.2
Wu, J.Y.3
Chuang, J.4
Manning, C.D.5
Ng, A.Y.6
Potts, C.7
-
30
-
-
34047102036
-
Anticipation-based temporal sequences learning in hierarchical structure
-
Starzyk, Janusz A. and He, Haibo. Anticipation-based temporal sequences learning in hierarchical structure. IEEE Transactions on Neural Networks, 18(2), 2007.
-
(2007)
IEEE Transactions on Neural Networks
, vol.18
, Issue.2
-
-
Starzyk, J.A.1
He, H.2
-
31
-
-
84910597353
-
-
CoRR, abs/1409.3215
-
Sutskever, Ilya, Vinyals, Oriol, and Le, Quoc V. Sequence to sequence learning with neural networks. CoRR, abs/1409.3215, 2014.
-
(2014)
Sequence to Sequence Learning with Neural Networks
-
-
Sutskever, I.1
Vinyals, O.2
Le, Q.V.3
-
32
-
-
84943797465
-
Improved semantic representations from tree-structured long short-term memory networks
-
(to appear)
-
Tai, Kai Sheng, Socher, Richard, and Manning, Christopher. Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks. In Proceedings of ACL (to appear), 2015.
-
(2015)
Proceedings of ACL
-
-
Tai, K.S.1
Socher, R.2
Manning, C.3
-
33
-
-
84939821075
-
-
CoRR, abs/1411.4555
-
Vinyals, Oriol, Toshev, Alexander, Bengio, Samy, and Er-han, Dumitru. Show and tell: A neural image caption generator. CoRR, abs/1411.4555, 2014.
-
(2014)
Show and Tell: A Neural Image Caption Generator
-
-
Vinyals, O.1
Toshev, A.2
Bengio, S.3
Er-Han, D.4
-
34
-
-
80053247760
-
Recognizing contextual polarity in phrase-level sentiment analysis
-
Vancouver, Canada
-
Wilson, Theresa, Wiebe, Janyce, and Hoffmann, Paul. Recognizing contextual polarity in phrase-level sentiment analysis. In Proceedings of EMNLP, Vancouver, Canada, 2005.
-
(2005)
Proceedings of EMNLP
-
-
Wilson, T.1
Wiebe, J.2
Hoffmann, P.3
-
35
-
-
84906927523
-
An empirical study on the effect of negation words on sentiment
-
Baltimore, Maryland, USA, June
-
Zhu, Xiaodan, Guo, Hongyu, Mohammad, Saif, and Kiritchenko Svetlana. An empirical study on the effect of negation words on sentiment. In Proceedings of ACL, Baltimore, Maryland, USA, June 2014a.
-
(2014)
Proceedings of ACL
-
-
Zhu, X.1
Guo, H.2
Mohammad, S.3
Svetlana, K.4
|