-
2
-
-
84857855190
-
Random search for hyper-parameter optimization
-
Bergstra, J. and Bengio, Y. (2012) Random search for hyper-parameter optimization. J. Mach. Learn. Res., 13, 281-305.
-
(2012)
J. Mach. Learn. Res.
, vol.13
, pp. 281-305
-
-
Bergstra, J.1
Bengio, Y.2
-
3
-
-
85021662061
-
Phonologically aware neural model for named entity recognition in low resource transfer settings
-
Bharadwaj, A. et al. (2016) Phonologically aware neural model for named entity recognition in low resource transfer settings. EMNLP, 2016, 1462-1472.
-
(2016)
EMNLP
, vol.2016
, pp. 1462-1472
-
-
Bharadwaj, A.1
-
4
-
-
33847215211
-
Stochastic gradient learning in neural networks
-
Bottou, L. (1991) Stochastic gradient learning in neural networks. In: Proceedings of Neuro-Nimes, p. 91.
-
(1991)
Proceedings of Neuro-Nimes
, pp. 91
-
-
Bottou, L.1
-
6
-
-
80053558787
-
Natural language processing (almost) from scratch
-
Collobert, R. et al. (2011) Natural language processing (almost) from scratch. J. Mach. Learn. Res., 12, 2493-2537.
-
(2011)
J. Mach. Learn. Res.
, vol.12
, pp. 2493-2537
-
-
Collobert, R.1
-
7
-
-
58149200928
-
Comparative Toxicogenomics Database: A knowledgebase and discovery tool for chemical-gene-disease networks
-
Davis, A.P. et al. (2009) Comparative Toxicogenomics Database: a knowledgebase and discovery tool for chemical-gene-disease networks. Nucleic Acids Res., 37, D786-D792.
-
(2009)
Nucleic Acids Res.
, vol.37
, pp. D786-D792
-
-
Davis, A.P.1
-
8
-
-
38549127678
-
ChEBI: A database and ontology for chemical entities of biological interest
-
Degtyarenko, K. et al. (2008) ChEBI: a database and ontology for chemical entities of biological interest. Nucleic Acids Res., 36, D344-D350.
-
(2008)
Nucleic Acids Res.
, vol.36
, pp. D344-D350
-
-
Degtyarenko, K.1
-
9
-
-
84901001907
-
Chemical named entities recognition: A review on approaches and applications
-
Eltyeb, S. and Salim, N. (2014) Chemical named entities recognition: a review on approaches and applications. J. Cheminf., 6, 17.
-
(2014)
J. Cheminf.
, vol.6
, pp. 17
-
-
Eltyeb, S.1
Salim, N.2
-
11
-
-
70449387056
-
A dictionary to identify small molecules and drugs in free text
-
Hettne, K.M. et al. (2009) A dictionary to identify small molecules and drugs in free text. Bioinformatics, 25, 2983-2991.
-
(2009)
Bioinformatics
, vol.25
, pp. 2983-2991
-
-
Hettne, K.M.1
-
14
-
-
84925683427
-
CHEMDNER: The drugs and chemical names extraction challenge
-
Krallinger, M. et al. (2015) CHEMDNER: The drugs and chemical names extraction challenge. J. Cheminform., 7, S1.
-
(2015)
J. Cheminform.
, vol.7
, pp. S1
-
-
Krallinger, M.1
-
15
-
-
85012088618
-
How to generate a good word embedding
-
Lai, S. et al. (2016) How to generate a good word embedding. IEEE Intell. Syst., 31, 5-14.
-
(2016)
IEEE Intell. Syst.
, vol.31
, pp. 5-14
-
-
Lai, S.1
-
16
-
-
84959872385
-
Recurrent convolutional neural networks for text classification
-
Lai, S. et al. (2015) Recurrent convolutional neural networks for text classification. AAAI, 2267-2273.
-
(2015)
AAAI
, pp. 2267-2273
-
-
Lai, S.1
-
17
-
-
84994130883
-
Neural architectures for named entity recognition
-
Lample, G. et al. (2016) Neural architectures for named entity recognition. In: Proceedings of NAACL-HLT. pp. 260-270.
-
(2016)
Proceedings of NAACL-HLT
, pp. 260-270
-
-
Lample, G.1
-
18
-
-
84992220733
-
TaggerOne: Joint named entity recognition and normalization with semi-Markov Models
-
Leaman, R. and Lu, Z. (2016) TaggerOne: joint named entity recognition and normalization with semi-Markov Models. Bioinformatics, 32, 2839-2846.
-
(2016)
Bioinformatics
, vol.32
, pp. 2839-2846
-
-
Leaman, R.1
Lu, Z.2
-
19
-
-
84925619870
-
TmChem: A high performance approach for chemical named entity recognition and normalization
-
Leaman, R. et al. (2015) tmChem: a high performance approach for chemical named entity recognition and normalization. Journal of Cheminformatics, 7.
-
(2015)
Journal of Cheminformatics
, vol.7
-
-
Leaman, R.1
-
21
-
-
85013335148
-
BioCreative v CDR task corpus: A resource for chemical disease relation extraction
-
Li, J. et al. (2016) BioCreative V CDR task corpus: a resource for chemical disease relation extraction. Database, 2016, 1-10.
-
(2016)
Database
, vol.2016
, pp. 1-10
-
-
Li, J.1
-
22
-
-
84952313857
-
Drug name recognition: Approaches and resources
-
Liu, S. et al. (2015) Drug name recognition: approaches and resources. Information, 6, 790-810.
-
(2015)
Information
, vol.6
, pp. 790-810
-
-
Liu, S.1
-
23
-
-
84925635743
-
CHEMDNER system with mixed conditional random fields and multi-scale word clustering
-
Lu, Y. et al. (2015) CHEMDNER system with mixed conditional random fields and multi-scale word clustering. J. Cheminf., 7, S4.
-
(2015)
J. Cheminf.
, vol.7
, pp. S4
-
-
Lu, Y.1
-
24
-
-
85011928654
-
End-to-end sequence labeling via bi-directional lstm-cnns-crf
-
Ma, X. and Hovy, E. (2016) End-to-end sequence labeling via bi-directional lstm-cnns-crf. In: Proceedings of ACL, pp. 1064-1074.
-
(2016)
Proceedings of ACL
, pp. 1064-1074
-
-
Ma, X.1
Hovy, E.2
-
25
-
-
84898956512
-
Distributed representations of words and phrases and their compositionality
-
Mikolov, T. et al. (2013) Distributed representations of words and phrases and their compositionality. Adv. Neural Inf. Process. Syst., 2, 3111-3119.
-
(2013)
Adv. Neural Inf. Process. Syst.
, vol.2
, pp. 3111-3119
-
-
Mikolov, T.1
-
26
-
-
84937959846
-
Recurrent models of visual attention
-
Mnih, V. et al. (2014) Recurrent models of visual attention. Adv. Neural Inf. Process. Syst., 2, 2204-2212.
-
(2014)
Adv. Neural Inf. Process. Syst.
, vol.2
, pp. 2204-2212
-
-
Mnih, V.1
-
29
-
-
0032099978
-
Automatic early stopping using cross validation: Quantifying the criteria
-
Prechelt, L. (1998) Automatic early stopping using cross validation: quantifying the criteria. Neural Netw., 11, 761-767.
-
(1998)
Neural Netw.
, vol.11
, pp. 761-767
-
-
Prechelt, L.1
-
32
-
-
84863506694
-
ChemSpot: A hybrid system for chemical named entity recognition
-
Rocktäschel, T. et al. (2012) ChemSpot: a hybrid system for chemical named entity recognition. Bioinformatics, 28, 1633-1640.
-
(2012)
Bioinformatics
, vol.28
, pp. 1633-1640
-
-
Rocktäschel, T.1
-
33
-
-
85011961552
-
Recurrent neural network models for disease name recognition using domain invariant features
-
Sahu, S.K. and Anand, A. (2016) Recurrent neural network models for disease name recognition using domain invariant features. In: Proceedings of ACL, pp.2216-2225
-
(2016)
Proceedings of ACL
, pp. 2216-2225
-
-
Sahu, S.K.1
Anand, A.2
-
35
-
-
84897374043
-
CheNER: Chemical named entity recognizer
-
Usié, A. et al. (2014) CheNER: chemical named entity recognizer. Bioinformatics, 30, 1039-1040.
-
(2014)
Bioinformatics
, vol.30
, pp. 1039-1040
-
-
Usié, A.1
-
36
-
-
84935113569
-
Error bounds for convolutional codes and an asymptotically optimum decoding algorithm
-
Viterbi, A. (1967) Error bounds for convolutional codes and an asymptotically optimum decoding algorithm. IEEE Trans. Inf. Theory, 13, 260-269.
-
(1967)
IEEE Trans. Inf. Theory
, vol.13
, pp. 260-269
-
-
Viterbi, A.1
|