-
1
-
-
84969552179
-
Distributed representations of situated language
-
Bamman, David, Dyer, Chris, and Smith, Noah A. Distributed representations of situated language. In Proc. of ACL, 2014.
-
(2014)
Proc. of ACL
-
-
Bamman, D.1
Dyer, C.2
Smith, N.A.3
-
2
-
-
0142166851
-
A neural probabilistic language model
-
Bengio, Yoshua, Ducharme, Rejean, Vincent, Pascal, and Jauvin, Chrstian. A neural probabilistic language model. Journal of Machine Learning Research, 3:1137-1155, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 1137-1155
-
-
Bengio, Y.1
Ducharme, R.2
Vincent, P.3
Jauvin, C.4
-
4
-
-
80053558787
-
Natural language processing (almost) from scratch
-
Collobert, Ronan, Weston, Jason, Bottou, Leon, Karlen, Michael, Kavukcuoglu, Koray, and Kuska, Pavel. Natural language processing (almost) from scratch. Journal of Machine Learning Research, 12:2461-2505, 2011.
-
(2011)
Journal of Machine Learning Research
, vol.12
, pp. 2461-2505
-
-
Collobert, R.1
Weston, J.2
Bottou, L.3
Karlen, M.4
Kavukcuoglu, K.5
Kuska, P.6
-
5
-
-
80052250414
-
Adaptive subgradient methods for online learning and stochastic optimization
-
Duchi, John, Hazan, Elad, and Singer, Yoram. Adaptive subgradient methods for online learning and stochastic optimization. Journal of Machine Learning Research, 12: 2121-2159, 2011.
-
(2011)
Journal of Machine Learning Research
, vol.12
, pp. 2121-2159
-
-
Duchi, J.1
Hazan, E.2
Singer, Y.3
-
6
-
-
84905694258
-
Improving vector space word representations using multilingual correlation
-
Faruqui, Manaal and Dyer, Chris. Improving vector space word representations using multilingual correlation. In Proc. ofEACL, 2014.
-
(2014)
Proc. of EACL
-
-
Faruqui, M.1
Dyer, C.2
-
7
-
-
0344029639
-
Placing search in context: The concept revisited
-
Finkelstein, Lev, Gabrilovich, Evgeniy, Matias, Yossi, Rivlin, Ehud, Solan, Zach, Wolfman, Gadi, and Ruppin, Eytan. Placing search in context: The concept revisited. ACM Transactions on Information Systems, 20(1): 116-131,2002.
-
(2002)
ACM Transactions on Information Systems
, vol.20
, Issue.1
, pp. 116-131
-
-
Finkelstein, L.1
Gabrilovich, E.2
Matias, Y.3
Rivlin, E.4
Solan, Z.5
Wolfman, G.6
Ruppin, E.7
-
8
-
-
84906929663
-
Interpretable semantic vectors from a joint model of brain-and text-based meaning
-
Fyshe, Alona, Talukdar, Partha P., Murphy, Brian, and Mitchell, Tom M. Interpretable semantic vectors from a joint model of brain-and text-based meaning. In Proc. of ACL, 2014.
-
(2014)
Proc. of ACL
-
-
Fyshe, A.1
Talukdar, P.P.2
Murphy, B.3
Mitchell, T.M.4
-
9
-
-
84857889007
-
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models
-
Gutmann, Michael and Hyvarinen, Aapo. Noise-contrastive estimation: A new estimation principle for unnormalized statistical models. In Proc. of AISTATS, 2010.
-
(2010)
Proc. of AISTATS
-
-
Gutmann, M.1
Hyvarinen, A.2
-
10
-
-
84878180089
-
Improving word representations via global context and multiple word prototypes
-
Huang, Eric H., Socher, Richard, Manning, Christopher D., and Ng, Andew Y. Improving word representations via global context and multiple word prototypes. In Proc. of ACL, 2012.
-
(2012)
Proc. of ACL
-
-
Huang, E.H.1
Socher, R.2
Manning, C.D.3
Ng, A.Y.4
-
11
-
-
80052234083
-
Proximal methods for hierarchical sparse coding
-
Jenatton, Rodolphe, Mairal, Julien, Obozinski, Gullaume, and Bach, Francis. Proximal methods for hierarchical sparse coding. Journal of Machine Learning Research, 12:2297-2334, 2011.
-
(2011)
Journal of Machine Learning Research
, vol.12
, pp. 2297-2334
-
-
Jenatton, R.1
Mairal, J.2
Obozinski, G.3
Bach, F.4
-
12
-
-
84905707180
-
Word embeddings through hellinger PC A
-
Lebret, Remi and Collobert, Ronan. Word embeddings through hellinger PC A. In Proc. ofEACL, 2014.
-
(2014)
Proc. of EACL
-
-
Lebret, R.1
Collobert, R.2
-
13
-
-
84864036295
-
Efficient sparse coding algorithms
-
Lee, Honglak, Battle, Alexis, Raina, Rajat, and Ng, Andrew Y. Efficient sparse coding algorithms. In Proc. of NIPS, 2007.
-
(2007)
Proc. of NIPS
-
-
Lee, H.1
Battle, A.2
Raina, R.3
Ng, A.Y.4
-
14
-
-
78751681286
-
Exponential family sparse coding with application to self-taught learning
-
Lee, Honglak, Raina, Rajat, Teichman, Alex, and Ng, Andrew Y. Exponential family sparse coding with application to self-taught learning. In Proc. of IJCAI, 2009.
-
(2009)
Proc. of IJCAI
-
-
Lee, H.1
Raina, R.2
Teichman, A.3
Ng, A.Y.4
-
15
-
-
84937861081
-
Neural word embeddings as implicit matrix factorization
-
Levy, Omar and Goldberg, Yoav. Neural word embeddings as implicit matrix factorization. In Proc. of NIPS, 2014.
-
(2014)
Proc. of NIPS
-
-
Levy, O.1
Goldberg, Y.2
-
16
-
-
85069972274
-
Better word representations with recursive neural networks for morphology
-
Luong, Minh-Thang, Socher, Richard, and Manning, Christopher D. Better word representations with recursive neural networks for morphology. In Proc. ofCONLL, 2013.
-
(2013)
Proc. of CONLL
-
-
Luong, M.-T.1
Socher, R.2
Manning, C.D.3
-
17
-
-
76749107542
-
Online learning for matrix factorization and sparse coding
-
Mairal, Julien, Bach, Francis, Ponce, Jean, and Sapiro, Guillermo. Online learning for matrix factorization and sparse coding. Journal of Machine Learning Research, 11:19-60, 2010.
-
(2010)
Journal of Machine Learning Research
, vol.11
, pp. 19-60
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
-
18
-
-
79959829092
-
Recurrent neural network based language model
-
Mikolov, Tomas, Martin, Karafiat, Burget, Lukas, Cernocky, Jan, and Khudanpur, Sanjeev. Recurrent neural network based language model. In Proc. of Interspeech, 2010.
-
(2010)
Proc. of Interspeech
-
-
Mikolov, T.1
Martin, K.2
Burget, L.3
Cernocky, J.4
Khudanpur, S.5
-
19
-
-
85083951332
-
Efficient estimation of word representations in vector space
-
Mikolov, Tomas, Chen, Kai, Corrado, Greg, and Dean, Jeffrey. Efficient estimation of word representations in vector space. In Proc. oflCLR Workshop, 2013a.
-
(2013)
Proc. of LCLR Workshop
-
-
Mikolov, T.1
Chen, K.2
Corrado, G.3
Dean, J.4
-
20
-
-
84898956512
-
Distributed representations of words and phrases and their compositionality
-
Mikolov, Tomas, Sutskever, Ilya, Chen, Kai, Corrado, Greg, and Dean, Jeffrey. Distributed representations of words and phrases and their compositionality. In Proc. of NIPS, 2013b.
-
(2013)
Proc. of NIPS
-
-
Mikolov, T.1
Sutskever, I.2
Chen, K.3
Corrado, G.4
Dean, J.5
-
21
-
-
84976702763
-
Wordnet: A lexical database for English
-
Miller, George A. Wordnet: A lexical database for english. Communications of the ACM, 38(11):39-41, 1995.
-
(1995)
Communications of the ACM
, vol.38
, Issue.11
, pp. 39-41
-
-
Miller, G.A.1
-
22
-
-
73249116200
-
A scalable hierarchical distributed language model
-
Mnih, Andriy and Hinton, Geoffrey. A scalable hierarchical distributed language model. In Proc. of NIPS, 2008.
-
(2008)
Proc. of NIPS
-
-
Mnih, A.1
Hinton, G.2
-
23
-
-
84867118996
-
A fast and simple algorithm for training neural probabilistic language models
-
Mnih, Andriy and Teh, Yee Whye. A fast and simple algorithm for training neural probabilistic language models. In Proc. oflCML, 2012.
-
(2012)
Proc. of LCML
-
-
Mnih, A.1
Teh, Y.W.2
-
24
-
-
84876796142
-
Learning effective and interpretable semantic models using non-negative sparse embedding
-
Murphy, Brian, Talukdar, Partha, and Mitchell, Tom. Learning effective and interpretable semantic models using non-negative sparse embedding. In Proc. of COLING, 2012.
-
(2012)
Proc. of COLING
-
-
Murphy, B.1
Talukdar, P.2
Mitchell, T.3
-
26
-
-
80053347519
-
Sparse multi-scale grammars for discriminative latent variable parsing
-
Petrov, S. and Klein, D. Sparse multi-scale grammars for discriminative latent variable parsing. In Proc. ofEMNLP, 2008.
-
(2008)
Proc. of EMNLP
-
-
Petrov, S.1
Klein, D.2
-
27
-
-
84862026135
-
Structured spar-sity via alternating direction methods
-
Qin, Zhiwei (Tony) and Goldfarb, Donald. Structured spar-sity via alternating direction methods. Journal of Machine Learning Research, 13:1435-1468, 2012.
-
(2012)
Journal of Machine Learning Research
, vol.13
, pp. 1435-1468
-
-
Qin, Z.T.1
Goldfarb, D.2
-
28
-
-
83055188099
-
The hierarchical organization of semantic memory: Executive function in the processing of superordinate concepts
-
Raposo, Ana, Mendes, Mafalda, and Marques, J. Frederico. The hierarchical organization of semantic memory: Executive function in the processing of superordinate concepts. Neurolmage, 59:1870-1878, 2012.
-
(2012)
Neurolmage
, vol.59
, pp. 1870-1878
-
-
Raposo, A.1
Mendes, M.2
Marques, J.F.3
-
30
-
-
84926358845
-
Recursive deep models for semantic compositionality over a sentiment treebank
-
Socher, Richard, Perelygin, Alex, Wu, Jean, Chuang, Jason, Manning, Chris, Ng, Andrew, and Potts, Chris. Recursive deep models for semantic compositionality over a sentiment treebank. In Proc. ofEMNLP, 2013.
-
(2013)
Proc. of EMNLP
-
-
Socher, R.1
Perelygin, A.2
Wu, J.3
Chuang, J.4
Manning, C.5
Ng, A.6
Potts, C.7
-
31
-
-
0002965815
-
The proof and measurement of association between two things
-
Spearman, Charles. The proof and measurement of association between two things. The American Journal of Psychology, 15:72-101, 1904.
-
(1904)
The American Journal of Psychology
, vol.15
, pp. 72-101
-
-
Spearman, C.1
-
32
-
-
84877778467
-
Scalable nonconvex inexact proximal splitting
-
Sra, Suvrit. Scalable nonconvex inexact proximal splitting. In Proc. of NIPS, 2012.
-
(2012)
Proc. of NIPS
-
-
Sra, S.1
-
33
-
-
80053495924
-
Word representations: A simple and general method for semi-supervised learning
-
Turian, Joseph, Ratinov, Lev, and Bengio, Yoshua. Word representations: A simple and general method for semi-supervised learning. In Proc. of ACL, 2010.
-
(2010)
Proc. of ACL
-
-
Turian, J.1
Ratinov, L.2
Bengio, Y.3
-
36
-
-
84919913907
-
Making the most of bag of words: Sentence regularization with alternating direction method of multipliers
-
Yogatama, Dani and Smith, Noah A. Making the most of bag of words: Sentence regularization with alternating direction method of multipliers. In Proc. of ICML, 2014.
-
(2014)
Proc. of ICML
-
-
Yogatama, D.1
Smith, N.A.2
-
37
-
-
33645035051
-
Model selection and estimation in regression with grouped variables
-
Yuan, Ming and Lin, Yi. Model selection and estimation in regression with grouped variables. Journal of the Royal Statistical Society, Series B, 68(l):49-67, 2006.
-
(2006)
Journal of the Royal Statistical Society, Series B
, vol.68
, Issue.1
, pp. 49-67
-
-
Yuan, M.1
Lin, Y.2
-
38
-
-
69949155103
-
The composite and absolute penalties for grouped and hierarchical variable selection
-
Zhao, Peng, Rocha, Gulherme, and Yu, Bin. The composite and absolute penalties for grouped and hierarchical variable selection. The Annals of Statistics, 37(6A):3468-3497, 2009.
-
(2009)
The Annals of Statistics
, vol.37
, Issue.6 A
, pp. 3468-3497
-
-
Zhao, P.1
Rocha, G.2
Yu, B.3
|