-
1
-
-
80053558787
-
Natural language processing (almost) from scratch
-
Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. 2011. Natural Language Processing (almost) from Scratch. In JMLR, 12:2493-2537.
-
(2011)
JMLR
, vol.12
, pp. 2493-2537
-
-
Collobert, R.1
Weston, J.2
Bottou, L.3
Karlen, M.4
Kavukcuoglu, K.5
Kuksa, P.6
-
2
-
-
0029727454
-
Learning task-dependent distributed representations by backpropagation through structure
-
Christoph Goller and Andreas Küchler. 1996. Learning Task-Dependent Distributed Representations by Backpropagation Through Structure. In ICNN.
-
(1996)
ICNN
-
-
Goller, C.1
Küchler, A.2
-
3
-
-
85006003503
-
SemEval-2010 task 8: Multi-way classication of semantic relations between pairs of nominals
-
Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid ó Séaghdha, Sebastian Padó, Marco Pennacchiotti, Lorenza Romano and Stan Szpakowicz. 2010. SemEval-2010 Task 8: Multi-Way Classication of Semantic Relations Between Pairs of Nominals. In SemEval 2010.
-
(2010)
SemEval 2010
-
-
Hendrickx, I.1
Kim, S.N.2
Kozareva, Z.3
Nakov, P.4
Séaghdha, D.5
Padó, S.6
Pennacchiotti, M.7
Romano, L.8
Szpakowicz, S.9
-
4
-
-
84906929292
-
The role of syntax in vector space models of compositional semantics
-
Karl Moritz Hermann and Phil Blunsom. 2013. The Role of Syntax in Vector Space Models of Compositional Semantics. In ACL.
-
(2013)
ACL
-
-
Hermann, K.M.1
Blunsom, P.2
-
6
-
-
41549159851
-
Feature forest models for probabilistic HPSG parsing
-
MIT Press
-
Yusuke Miyao and Jun'ichi Tsujii. 2008. Feature Forest Models for Probabilistic HPSG Parsing. In Computational Linguistics, 34(1):35-80, MIT Press.
-
(2008)
Computational Linguistics
, vol.34
, Issue.1
, pp. 35-80
-
-
Miyao, Y.1
Tsujii, J.2
-
7
-
-
84988673432
-
UTD: Classifying semantic relations by combining lexical and semantic resources
-
Bryan Rink and Sanda Harabagiu. 2010. UTD: Classifying Semantic Relations by Combining Lexical and Semantic Resources. In SemEval 2010.
-
(2010)
SemEval 2010
-
-
Rink, B.1
Harabagiu, S.2
-
8
-
-
84870715081
-
Semantic compositionality through recursive matrix-vector spaces
-
Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. 2012. Semantic Compositionality Through Recursive Matrix-Vector Spaces. In EMNLP.
-
(2012)
EMNLP
-
-
Socher, R.1
Huval, B.2
Manning, C.D.3
Ng, A.Y.4
-
9
-
-
84893795422
-
Parsing with compositional vector grammars
-
Richard Socher, John Bauer, Christopher D. Manning and Andrew Y. Ng. 2013. Parsing with Compositional Vector Grammars. In ACL.
-
(2013)
ACL
-
-
Socher, R.1
Bauer, J.2
Manning, C.D.3
Ng, A.Y.4
-
10
-
-
77952681438
-
A tutorial on stochastic approximation algorithms for training restricted boltzmann machines and deep belief nets
-
Kevin Swersky, Bo Chen, Ben Marlin and Nando de Freitas. 2010. A tutorial on stochastic approximation algorithms for training Restricted Boltzmann Machines and Deep Belief Nets. In ITA workshop.
-
(2010)
ITA Workshop
-
-
Swersky, K.1
Chen, B.2
Marlin, B.3
De Freitas, N.4
-
11
-
-
84860532294
-
A composite kernel to extract relations between entities with both flat and structured features
-
Min Zhang, Jie Zhang, Jian Su and Guodong Zhou. 2006. A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features. In COLING/ACL.
-
(2006)
COLING/ACL
-
-
Zhang, M.1
Zhang, J.2
Su, J.3
Zhou, G.4
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