-
1
-
-
80053232678
-
Nouns are vectors, adjectives are matrices: Representing adjective-noun constructions in semantic space
-
ACL
-
Marco Baroni and Roberto Zamparelli. 2010. Nouns are vectors, adjectives are matrices: Representing adjective-noun constructions in semantic space. In EMNLP, pages 1183-1193. ACL.
-
(2010)
EMNLP
, pp. 1183-1193
-
-
Baroni, M.1
Zamparelli, R.2
-
2
-
-
33750376143
-
Question classification with log-linear models
-
New York, NY, USA. ACM
-
Phil Blunsom, Krystle Kocik, and James R. Curran. 2006. Question classification with log-linear models. In SIGIR '06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, pages 615-616, New York, NY, USA. ACM.
-
(2006)
SIGIR '06: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
, pp. 615-616
-
-
Blunsom, P.1
Kocik, K.2
Curran, J.R.3
-
3
-
-
84856190967
-
A context-theoretic framework for compositionality in distributional semantics
-
Daoud Clarke. 2012. A context-theoretic framework for compositionality in distributional semantics. Computational Linguistics, 38(1):41-71.
-
(2012)
Computational Linguistics
, vol.38
, Issue.1
, pp. 41-71
-
-
Clarke, D.1
-
5
-
-
56449095373
-
A unified architecture for natural language processing: Deep neural networks with multitask learning
-
ICML
-
Ronan Collobert and Jason Weston. 2008. A unified architecture for natural language processing: Deep neural networks with multitask learning. In International Conference on Machine Learning, ICML.
-
(2008)
International Conference on Machine Learning
-
-
Collobert, R.1
Weston, J.2
-
6
-
-
80052250414
-
Adaptive subgradient methods for online learning and stochastic optimization
-
July
-
John Duchi, Elad Hazan, and Yoram Singer. 2011. Adaptive subgradient methods for online learning and stochastic optimization. J. Mach. Learn. Res., 12:2121-2159, July.
-
(2011)
J. Mach. Learn. Res.
, vol.12
, pp. 2121-2159
-
-
Duchi, J.1
Hazan, E.2
Singer, Y.3
-
8
-
-
84867298859
-
Vector space models of word meaning and phrase meaning: A survey
-
Katrin Erk. 2012. Vector space models of word meaning and phrase meaning: A survey. Language and Linguistics Compass, 6(10):635-653.
-
(2012)
Language and Linguistics Compass
, vol.6
, Issue.10
, pp. 635-653
-
-
Erk, K.1
-
9
-
-
0035505385
-
Lstm recurrent networks learn simple context-free and context-sensitive languages
-
Felix A. Gers and Jrgen Schmidhuber. 2001. Lstm recurrent networks learn simple context-free and context-sensitive languages. IEEE Transactions on Neural Networks, 12(6):1333-1340.
-
(2001)
IEEE Transactions on Neural Networks
, vol.12
, Issue.6
, pp. 1333-1340
-
-
Gers, F.A.1
Schmidhuber, J.2
-
10
-
-
78650122641
-
Twitter sentiment classification using distant supervision
-
Alec Go, Richa Bhayani, and Lei Huang. 2009. Twitter sentiment classification using distant supervision. Processing, pages 1-6.
-
(2009)
Processing
, pp. 1-6
-
-
Go, A.1
Bhayani, R.2
Huang, L.3
-
15
-
-
84867720412
-
-
CoRR, abs/1207.0580
-
Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov. 2012. Improving neural networks by preventing co-adaptation of feature detectors. CoRR, abs/1207.0580.
-
(2012)
Improving Neural Networks by Preventing Co-adaptation of Feature Detectors
-
-
Hinton, G.E.1
Srivastava, N.2
Krizhevsky, A.3
Sutskever, I.4
Salakhutdinov, R.5
-
16
-
-
0024732792
-
Connectionist learning procedures
-
Geoffrey E. Hinton. 1989. Connectionist learning procedures. Artif. Intell., 40(1-3):185-234.
-
(1989)
Artif. Intell.
, vol.40
, Issue.1-3
, pp. 185-234
-
-
Hinton, G.E.1
-
17
-
-
77956056624
-
Question classification using head words and their hypernyms
-
Stroudsburg, PA, USA. Association for Computational Linguistics
-
Zhiheng Huang, Marcus Thint, and Zengchang Qin. 2008. Question classification using head words and their hypernyms. In Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP '08, pages 927-936, Stroudsburg, PA, USA. Association for Computational Linguistics.
-
(2008)
Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP '08
, pp. 927-936
-
-
Huang, Z.1
Thint, M.2
Qin, Z.3
-
21
-
-
84958551864
-
Inductive learning in symbolic domains using structuredriven recurrent neural networks
-
Günther Görz and Steffen Hölldobler, editors, Springer
-
Andreas Küchler and Christoph Goller. 1996. Inductive learning in symbolic domains using structuredriven recurrent neural networks. In Günther Görz and Steffen Hölldobler, editors, KI, volume 1137 of Lecture Notes in Computer Science, pages 183-197. Springer.
-
(1996)
KI, Volume 1137 of Lecture Notes in Computer Science
, pp. 183-197
-
-
Küchler, A.1
Goller, C.2
-
22
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
November
-
Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner. 1998. Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, November.
-
(1998)
Proceedings of the IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
Lecun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
24
-
-
84874235486
-
Context dependent recurrent neural network language model
-
Tomas Mikolov and Geoffrey Zweig. 2012. Context dependent recurrent neural network language model. In SLT, pages 234-239.
-
(2012)
SLT
, pp. 234-239
-
-
Mikolov, T.1
Zweig, G.2
-
25
-
-
80051643236
-
Extensions of recurrent neural network language model
-
IEEE
-
Tomas Mikolov, Stefan Kombrink, Lukas Burget, Jan Cernocký, and Sanjeev Khudanpur. 2011. Extensions of recurrent neural network language model. In ICASSP, pages 5528-5531. IEEE.
-
(2011)
ICASSP
, pp. 5528-5531
-
-
Mikolov, T.1
Kombrink, S.2
Burget, L.3
Cernocký, J.4
Khudanpur, S.5
-
26
-
-
84859927665
-
Vector-based models of semantic composition
-
Jeff Mitchell and Mirella Lapata. 2008. Vector-based models of semantic composition. In Proceedings of ACL, volume 8.
-
(2008)
Proceedings of ACL
, vol.8
-
-
Mitchell, J.1
Lapata, M.2
-
27
-
-
80053288309
-
Composition in distributional models of semantics
-
Jeff Mitchell and Mirella Lapata. 2010. Composition in distributional models of semantics. Cognitive Science, 34(8):1388-1429.
-
(2010)
Cognitive Science
, vol.34
, Issue.8
, pp. 1388-1429
-
-
Mitchell, J.1
Lapata, M.2
-
28
-
-
0025519291
-
Recursive distributed representations
-
Jordan B. Pollack. 1990. Recursive distributed representations. Artificial Intelligence, 46:77-105.
-
(1990)
Artificial Intelligence
, vol.46
, pp. 77-105
-
-
Pollack, J.B.1
-
29
-
-
84905273821
-
Continuous space translation models for phrase-based statistical machine translation
-
Holger Schwenk. 2012. Continuous space translation models for phrase-based statistical machine translation. In COLING (Posters), pages 1071-1080.
-
(2012)
COLING (Posters)
, pp. 1071-1080
-
-
Schwenk, H.1
-
30
-
-
79956078298
-
From symbolic to subsymbolic information in question classification
-
Joo Silva, Lusa Coheur, AnaCristina Mendes, and Andreas Wichert. 2011. From symbolic to subsymbolic information in question classification. Artificial Intelligence Review, 35(2):137-154.
-
(2011)
Artificial Intelligence Review
, vol.35
, Issue.2
, pp. 137-154
-
-
Silva, J.1
Coheur, L.2
Mendes, A.3
Wichert, A.4
-
33
-
-
84926358845
-
Recursive deep models for semantic compositionality over a sentiment treebank
-
Stroudsburg, PA, October. Association for Computational Linguistics
-
Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D. Manning, Andrew Y. Ng, and Christopher Potts. 2013b. Recursive deep models for semantic compositionality over a sentiment treebank. In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pages 1631-1642, Stroudsburg, PA, October. Association for Computational Linguistics.
-
(2013)
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
, pp. 1631-1642
-
-
Socher, R.1
Perelygin, A.2
Wu, J.3
Chuang, J.4
Manning, C.D.5
Ng, A.Y.6
Potts, C.7
-
35
-
-
84866880930
-
Domain and function: A dualspace model of semantic relations and compositions
-
Peter Turney. 2012. Domain and function: A dualspace model of semantic relations and compositions. J. Artif. Intell. Res.(JAIR), 44:533-585.
-
(2012)
J. Artif. Intell. Res.(JAIR)
, vol.44
, pp. 533-585
-
-
Turney, P.1
-
36
-
-
84974744443
-
Readings in speech recognition
-
Morgan Kaufmann Publishers Inc., San Francisco, CA, USA
-
Alexander Waibel, Toshiyuki Hanazawa, Geofrey Hinton, Kiyohiro Shikano, and Kevin J. Lang. 1990. Readings in speech recognition. chapter Phoneme Recognition Using Time-delay Neural Networks, pages 393-404. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA.
-
(1990)
Chapter Phoneme Recognition Using Time-delay Neural Networks
, pp. 393-404
-
-
Waibel, A.1
Hanazawa, T.2
Hinton, G.3
Shikano, K.4
Lang, K.J.5
-
38
-
-
36348934176
-
Learning to map sentences to logical form: Structured classification with probabilistic categorial grammars
-
AUAI Press
-
Luke S. Zettlemoyer and Michael Collins. 2005. Learning to map sentences to logical form: Structured classification with probabilistic categorial grammars. In UAI, pages 658-666. AUAI Press.
-
(2005)
UAI
, pp. 658-666
-
-
Zettlemoyer, L.S.1
Collins, M.2
|