-
1
-
-
85038601237
-
Sentiment analysis and opinion mining
-
B. Liu, "Sentiment analysis and opinion mining", Synthesis Lectures on Human Language Technologies, vol. 5, no. 1, pp. 1-167, 2012.
-
(2012)
Synthesis Lectures on Human Language Technologies
, vol.5
, Issue.1
, pp. 1-167
-
-
Liu, B.1
-
3
-
-
80053495924
-
Word representations: A simple and general method for semi-supervised learning
-
J. Turian, L. Ratinov, and Y. Bengio, "Word representations: a simple and general method for semi-supervised learning", in ACL. Association for Computational Linguistics, 2010, pp. 384-394.
-
(2010)
ACL. Association for Computational Linguistics
, pp. 384-394
-
-
Turian, J.1
Ratinov, L.2
Bengio, Y.3
-
4
-
-
0142166851
-
A neural probabilistic language model
-
Y. Bengio, R. Ducharme, P. Vincent, and C. Janvin, "A neural probabilistic language model", The Journal of Machine Learning Research, vol. 3, pp. 1137-1155, 2003.
-
(2003)
The Journal of Machine Learning Research
, vol.3
, pp. 1137-1155
-
-
Bengio, Y.1
Ducharme, R.2
Vincent, P.3
Janvin, C.4
-
5
-
-
85083951332
-
-
arXiv preprint arXiv:1301.3781
-
T. Mikolov, K. Chen, G. Corrado, and J. Dean, "Efficient estimation of word representations in vector space", arXiv preprint arXiv:1301.3781, 2013.
-
(2013)
Efficient Estimation of Word Representations in Vector Space
-
-
Mikolov, T.1
Chen, K.2
Corrado, G.3
Dean, J.4
-
7
-
-
0141607824
-
Latent dirichlet allocation
-
D. M. Blei, A. Y. Ng, and M. I. Jordan, "Latent dirichlet allocation", the Journal of Machine Learning Research, vol. 3, pp. 993-1022, 2003.
-
(2003)
The Journal of Machine Learning Research
, vol.3
, pp. 993-1022
-
-
Blei, D.M.1
Ng, A.Y.2
Jordan, M.I.3
-
9
-
-
80053558787
-
Natural language processing (almost) from scratch
-
R. Collobert, J. Weston, L. Bottou, M. Karlen, K. Kavukcuoglu, and P. Kuksa, "Natural language processing (almost) from scratch", The Journal of Machine Learning Research, vol. 12, pp. 2493-2537, 2011.
-
(2011)
The 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.6
-
13
-
-
85007227561
-
Learning representations by back-propagating errors
-
D. E. Rumelhart, G. E. Hinton, and R. J. Williams, "Learning representations by back-propagating errors", Cognitive modeling, vol. 5, 1988.
-
(1988)
Cognitive Modeling
, vol.5
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
14
-
-
78650122641
-
Twitter sentiment classification using distant supervision
-
Stanford
-
A. Go, R. Bhayani, and L. Huang, "Twitter sentiment classification using distant supervision", CS224N Project Report, Stanford, pp. 1-12, 2009.
-
(2009)
CS224N Project Report
, pp. 1-12
-
-
Go, A.1
Bhayani, R.2
Huang, L.3
-
15
-
-
84919651291
-
Improved part-of-speech tagging for online conversational text with word clusters
-
O. Owoputi, B. O'Connor, C. Dyer, K. Gimpel, N. Schneider, and N. A. Smith, "Improved part-of-speech tagging for online conversational text with word clusters." in NAACL, 2013, pp. 380-390.
-
(2013)
NAACL
, pp. 380-390
-
-
Owoputi, O.1
O'Connor, B.2
Dyer, C.3
Gimpel, K.4
Schneider, N.5
Smith, N.A.6
-
16
-
-
77956275262
-
The general inquirer: A computer approach to content analysis
-
P. J. Stone, D. C. Dunphy, and M. S. Smith, "The general inquirer: A computer approach to content analysis", American Sociological Review, no. 4, 1966.
-
(1966)
American Sociological Review
, Issue.4
-
-
Stone, P.J.1
Dunphy, D.C.2
Smith, M.S.3
-
17
-
-
80555140075
-
Scikit-learn: Machine learning in Python
-
F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg et al., "Scikit-learn: Machine learning in Python", The Journal of Machine Learning Research, vol. 12, pp. 2825-2830, 2011.
-
(2011)
The Journal of Machine Learning Research
, vol.12
, pp. 2825-2830
-
-
Pedregosa, F.1
Varoquaux, G.2
Gramfort, A.3
Michel, V.4
Thirion, B.5
Grisel, O.6
Blondel, M.7
Prettenhofer, P.8
Weiss, R.9
Dubourg, V.10
-
18
-
-
85141803251
-
Thumbs up?: Sentiment classification using machine learning techniques
-
B. Pang, L. Lee, and S. Vaithyanathan, "Thumbs up?: sentiment classification using machine learning techniques", in EMNLP. Association for Computational Linguistics, 2002, pp. 79-86.
-
(2002)
EMNLP. Association for Computational Linguistics
, pp. 79-86
-
-
Pang, B.1
Lee, L.2
Vaithyanathan, S.3
-
19
-
-
84906924350
-
Learning sentiment-specific word embedding for twitter sentiment classification
-
D. Tang, F. Wei, N. Yang, M. Zhou, T. Liu, and B. Qin, "Learning sentiment-specific word embedding for twitter sentiment classification", in ACL, 2014, pp. 1555-1565.
-
(2014)
ACL
, pp. 1555-1565
-
-
Tang, D.1
Wei, F.2
Yang, N.3
Zhou, M.4
Liu, T.5
Qin, B.6
-
21
-
-
84906922163
-
A convolutional neural network for modelling sentences
-
June
-
N. Kalchbrenner, E. Grefenstette, and P. Blunsom, "A convolutional neural network for modelling sentences", in ACL. Baltimore, Maryland: Association for Computational Linguistics, June 2014, pp. 655-665.
-
(2014)
ACL. Baltimore, Maryland: Association for Computational Linguistics
, pp. 655-665
-
-
Kalchbrenner, N.1
Grefenstette, E.2
Blunsom, P.3
-
22
-
-
80053261327
-
Semi-supervised recursive autoencoders for predicting sentiment distributions
-
R. Socher, J. Pennington, E. H. Huang, A. Y. Ng, and C. D. Manning, "Semi-supervised recursive autoencoders for predicting sentiment distributions", in EMNLP. Association for Computational Linguistics, 2011, pp. 151-161.
-
(2011)
EMNLP. Association for Computational Linguistics
, pp. 151-161
-
-
Socher, R.1
Pennington, J.2
Huang, E.H.3
Ng, A.Y.4
Manning, C.D.5
-
23
-
-
84926358845
-
Recursive deep models for semantic compositionality over a sentiment treebank
-
Citeseer
-
R. Socher, A. Perelygin, J. Y. Wu, J. Chuang, C. D. Manning, A. Y. Ng, and C. Potts, "Recursive deep models for semantic compositionality over a sentiment treebank", in EMNLP, vol. 1631. Citeseer, 2013, p. 1642.
-
(2013)
EMNLP
, vol.1631
, pp. 1642
-
-
Socher, R.1
Perelygin, A.2
Wu, J.Y.3
Chuang, J.4
Manning, C.D.5
Ng, A.Y.6
Potts, C.7
-
24
-
-
84906925853
-
Adaptive recursive neural network for target-dependent twitter sentiment classification
-
L. Dong, F. Wei, C. Tan, D. Tang, M. Zhou, and K. Xu, "Adaptive recursive neural network for target-dependent twitter sentiment classification", in ACL, 2014, pp. 49-54.
-
(2014)
ACL
, pp. 49-54
-
-
Dong, L.1
Wei, F.2
Tan, C.3
Tang, D.4
Zhou, M.5
Xu, K.6
-
25
-
-
85035757758
-
SemEval-2013 Task 2: Sentiment analysis in Twitter
-
June
-
P. Nakov, S. Rosenthal, Z. Kozareva, V. Stoyanov, A. Ritter, and T. Wilson, "SemEval-2013 Task 2: Sentiment analysis in Twitter", in Second Joint Conference on Lexical and Computational Semantics, June 2013.
-
(2013)
Second Joint Conference on Lexical and Computational Semantics
-
-
Nakov, P.1
Rosenthal, S.2
Kozareva, Z.3
Stoyanov, V.4
Ritter, A.5
Wilson, T.6
-
28
-
-
79958257877
-
Lexiconbased methods for sentiment analysis
-
M. Taboada, J. Brooke, M. Tofiloski, K. Voll, and M. Stede, "Lexiconbased methods for sentiment analysis", Computational linguistics, vol. 37, no. 2, pp. 267-307, 2011.
-
(2011)
Computational Linguistics
, vol.37
, Issue.2
, pp. 267-307
-
-
Taboada, M.1
Brooke, J.2
Tofiloski, M.3
Voll, K.4
Stede, M.5
-
32
-
-
33746080874
-
Keyword extraction using support vector machine
-
Springer
-
K. Zhang, H. Xu, J. Tang, and J. Li, "Keyword extraction using support vector machine", in Advances in Web-Age Information Management. Springer, 2006, pp. 85-96.
-
(2006)
Advances in Web-Age Information Management
, pp. 85-96
-
-
Zhang, K.1
Xu, H.2
Tang, J.3
Li, J.4
-
33
-
-
46249110298
-
Interpreting tf-idf term weights as making relevance decisions
-
H. C. Wu, R. W. P. Luk, K. F. Wong, and K. L. Kwok, "Interpreting tf-idf term weights as making relevance decisions", ACM Transactions on Information Systems, vol. 26, no. 3, p. 13, 2008.
-
(2008)
ACM Transactions on Information Systems
, vol.26
, Issue.3
, pp. 13
-
-
Wu, H.C.1
Luk, R.W.P.2
Wong, K.F.3
Kwok, K.L.4
-
34
-
-
0037213089
-
An information-theoretic perspective of tf-idf measures
-
A. Aizawa, "An information-theoretic perspective of tf-idf measures", Information Processing & Management, vol. 39, no. 1, pp. 45-65, 2003.
-
(2003)
Information Processing & Management
, vol.39
, Issue.1
, pp. 45-65
-
-
Aizawa, A.1
-
35
-
-
0344392866
-
Latent semantic analysis
-
S. T. Dumais, "Latent semantic analysis", Annual review of information science and technology, vol. 38, no. 1, pp. 188-230, 2004.
-
(2004)
Annual Review of Information Science and Technology
, vol.38
, Issue.1
, pp. 188-230
-
-
Dumais, S.T.1
-
36
-
-
84926179397
-
Linguistic regularities in continuous spaceword representations
-
T. Mikolov, W. T. Yih, and G. Zweig, "Linguistic regularities in continuous spaceword representations", NAACL, 2013.
-
(2013)
NAACL
-
-
Mikolov, T.1
Yih, W.T.2
Zweig, G.3
-
37
-
-
80053255550
-
Holistic sentiment analysis across languages: Multilingual supervised latent dirichlet allocation
-
J. Boyd-Graber and P. Resnik, "Holistic sentiment analysis across languages: Multilingual supervised latent dirichlet allocation", in EMNLP. Association for Computational Linguistics, 2010, pp. 45-55.
-
(2010)
EMNLP. Association for Computational Linguistics
, pp. 45-55
-
-
Boyd-Graber, J.1
Resnik, P.2
-
38
-
-
84961289992
-
Glove: Global vectors for word representation
-
October
-
J. Pennington, R. Socher, and C. Manning, "Glove: Global vectors for word representation", in EMNLP, October 2014.
-
(2014)
EMNLP
-
-
Pennington, J.1
Socher, R.2
Manning, C.3
-
39
-
-
84929385996
-
An autoencoder approach to learning bilingual word representations
-
S. C. A. P, S. Lauly, H. Larochelle, M. M. Khapra, B. Ravindran, V. Raykar, and A. Saha, "An autoencoder approach to learning bilingual word representations", Advances in Neural Information Processing Systems, vol. 3, pp. 1853-1861, 2014.
-
(2014)
Advances in Neural Information Processing Systems
, vol.3
, pp. 1853-1861
-
-
Lauly, S.1
Larochelle, H.2
Khapra, M.M.3
Ravindran, B.4
Raykar, V.5
Saha, A.6
-
40
-
-
84926285904
-
Bilingual word embeddings for phrase-based machine translation
-
October
-
W. Y. Zou, R. Socher, D. Cer, and C. D. Manning, "Bilingual word embeddings for phrase-based machine translation", in EMNLP, October 2013.
-
(2013)
EMNLP
-
-
Zou, W.Y.1
Socher, R.2
Cer, D.3
Manning, C.D.4
-
41
-
-
84859023447
-
Learning word vectors for sentiment analysis
-
A. L. Maas, R. E. Daly, P. T. Pham, D. Huang, A. Y. Ng, and C. Potts, "Learning word vectors for sentiment analysis", in ACL. Association for Computational Linguistics, 2011, pp. 142-150.
-
(2011)
ACL. Association for Computational Linguistics
, pp. 142-150
-
-
Maas, A.L.1
Daly, R.E.2
Pham, P.T.3
Huang, D.4
Ng, A.Y.5
Potts, C.6
-
42
-
-
84960116111
-
Deep multilingual correlation for improved word embeddings
-
May-June
-
A. Lu, W. Wang, M. Bansal, K. Gimpel, and K. Livescu, "Deep multilingual correlation for improved word embeddings", in NAACL, May-June 2015.
-
(2015)
NAACL
-
-
Lu, A.1
Wang, W.2
Bansal, M.3
Gimpel, K.4
Livescu, K.5
-
43
-
-
84943759564
-
Learning bilingual sentiment word embeddings for cross-language sentiment classification
-
July
-
H. Zhou, L. Chen, F. Shi, and D. Huang, "Learning bilingual sentiment word embeddings for cross-language sentiment classification", in ACL, July 2015.
-
(2015)
ACL
-
-
Zhou, H.1
Chen, L.2
Shi, F.3
Huang, D.4
-
44
-
-
84943750934
-
Autoextend: Extending word embeddings to embeddings for synsets and lexemes
-
July
-
S. Rothe and H. Schütze, "Autoextend: Extending word embeddings to embeddings for synsets and lexemes", in ACL, July 2015.
-
(2015)
ACL
-
-
Rothe, S.1
Schütze, H.2
|