-
6
-
-
80053558787
-
Natural language processing (almost) from scratch
-
Ronan Collobert, Jason Weston, Leon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel P. Kuksa. 2011. Natural language processing (almost) from scratch. Journal of Machine Learning Research, 12:2493-2537.
-
(2011)
Journal of Machine Learning Research
, vol.12
, pp. 2493-2537
-
-
Collobert, R.1
Weston, J.2
Bottou, L.3
Karlen, M.4
Kavukcuoglu, K.5
Kuksa, P.P.6
-
7
-
-
0010442827
-
On the algorithmic implementation of multiclass kernel-based vector machines
-
Koby Crammer and Yoram Singer. 2001. On the algorithmic implementation of multiclass kernel-based vector machines. Journal of Machine Learning Research, 2:265-292.
-
(2001)
Journal of Machine Learning Research
, vol.2
, pp. 265-292
-
-
Crammer, K.1
Singer, Y.2
-
8
-
-
67349244372
-
Search-based structured prediction
-
June
-
Hal Daume III, John Langford, and Daniel Marcu. 2009. Search-based structured prediction. Machine Learning Journal, 75(3):297-325, June.
-
(2009)
Machine Learning Journal
, vol.75
, Issue.3
, pp. 297-325
-
-
Daume, H.1
Langford, J.2
Marcu, D.3
-
12
-
-
84897543523
-
Maxout networks
-
Ian J. Goodfellow, David Warde-Farley, Mehdi Mirza, Aaron C. Courville, and Yoshua Bengio. 2013. Maxout networks. In Proceedings of the International Conference on Machine Learning (ICML), pages 1319-1327.
-
(2013)
Proceedings of the International Conference on Machine Learning (ICML)
, pp. 1319-1327
-
-
Goodfellow, I.J.1
Warde-Farley, D.2
Mirza, M.3
Courville, A.C.4
Bengio, Y.5
-
15
-
-
84863860974
-
The CONLL- 2009 shared task: Syntactic and semantic dependencies in multiple languages
-
Jan Hajic, Massimiliano Ciaramita, Richard Johansson, Daisuke Kawahara, Maria Antonia Marti, Lluis Marquez, Adam Meyers, Joakim Nivre, Sebastian Pado, Jan Stepanek, Pavel Stranak, Mihai Surdeanu, Nianwen Xue, and Yi Zhang. 2009. The CoNLL- 2009 shared task: Syntactic and semantic dependencies in multiple languages. In Proceedings of the Conference on Computational Natural Language Learning (CoNLL), pages 1-18.
-
Proceedings of the Conference on Computational Natural Language Learning (CoNLL)
, pp. 1-18
-
-
Hajic, J.1
Ciaramita, M.2
Johansson, R.3
Kawahara, D.4
Marti, M.A.5
Marquez, L.6
Meyers, A.7
Nivre, J.8
Pado, S.9
Stepanek, J.10
Stranak, P.11
Surdeanu, M.12
Xue, N.13
Zhang, Y.14
-
21
-
-
34249852033
-
Building a large annotated corpus of English: The Penn Treebank
-
Mitchell P. Marcus, Beatrice Santorini, and Mary Ann Marcinkiewicz. 1993. Building a large annotated corpus of english: The Penn treebank. Computational Linguistics, 19(2):313-330.
-
(1993)
Computational Linguistics
, vol.19
, Issue.2
, pp. 313-330
-
-
Marcus, M.P.1
Santorini, B.2
Marcinkiewicz, M.A.3
-
22
-
-
85022224234
-
Ad click prediction: A view from the trenches
-
H. Brendan McMahan, Gary Holt, David Sculley, Michael Young, Dietmar Ebner, Julian Grady, Lan Nie, Todd Phillips, Eugene Davydov, Daniel Golovin, Sharat Chikkerur, Dan Liu, Martin Wattenberg, Arnar Mar Hrafnkelsson, Tom Boulos, and Jeremy Kubica. 2013. Ad click prediction: A view from the trenches. In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pages 1222- 1230.
-
(2013)
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
, pp. 1222-1230
-
-
McMahan, H.B.1
Holt, G.2
Sculley, D.3
Young, M.4
Ebner, D.5
Grady, J.6
Nie, L.7
Phillips, T.8
Davydov, E.9
Golovin, D.10
Chikkerur, S.11
Liu, D.12
Wattenberg, M.13
Hrafnkelsson, A.M.14
Boulos, T.15
Kubica, J.16
-
25
-
-
84898956512
-
Distributed representations of words and phrases and their compositionality
-
Tomas Mikolov, Ilya Sutskever, Kai Chen, Gregory S. Corrado, and Jeffrey Dean. 2013. Distributed representations of words and phrases and their compositionality. In Proceedings of Advances in Neural Information Processing Systems (NIPS), pages 3111- 3119.
-
(2013)
Proceedings of Advances in Neural Information Processing Systems (NIPS)
, pp. 3111-3119
-
-
Mikolov, T.1
Sutskever, I.2
Chen, K.3
Corrado, G.S.4
Dean, J.5
-
37
-
-
85162476102
-
Dynamic pooling and unfolding recursive autoencoders for paraphrase detection
-
Richard Socher, Eric H. Huang, Jeffrey Pennington, Andrew Y. Ng, and Christopher D. Manning. 2011. Dynamic pooling and unfolding recursive autoencoders for paraphrase detection. In Proceedings of Advances in Neural Information Processing Systems (NIPS), pages 801-809.
-
(2011)
Proceedings of Advances in Neural Information Processing Systems (NIPS)
, pp. 801-809
-
-
Socher, R.1
Huang, E.H.2
Pennington, J.3
Ng, A.Y.4
Manning, C.D.5
-
38
-
-
84926358845
-
Recursive deep models for semantic compositionality over a sentiment tree bank
-
Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Chris Manning, Andrew Ng, and Chris Potts. 2013. Recursive deep models for semantic compositionality over a sentiment tree bank. In Proceedings of the Conference on Empirical Methods on Natural Language Processing (EMNLP), pages 1631-1642.
-
(2013)
Proceedings of the Conference on Empirical Methods on Natural Language Processing (EMNLP)
, pp. 1631-1642
-
-
Socher, R.1
Perelygin, A.2
Wu, J.3
Chuang, J.4
Manning, C.5
Ng, A.6
Potts, C.7
-
50
-
-
84925983802
-
Combining heterogeneous models for measuring relational similarity
-
Alisa Zhila, Wen tau Yih, Christopher Meek, Geoffrey Zweig, and Tomas Mikolov. 2013. Combining heterogeneous models for measuring relational similarity. In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), pages 1000-1009.
-
(2013)
Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)
, pp. 1000-1009
-
-
Zhila, A.1
Yih, W.T.2
Meek, C.3
Zweig, G.4
Mikolov, T.5
|