-
2
-
-
35348882767
-
Topic sentiment mixture: Modeling facets and opinions in weblogs
-
Q. Mei, X. Ling, M. Wondra, H. Su, and C. Zhai. Topic sentiment mixture: modeling facets and opinions in weblogs. In WWW, 2007.
-
(2007)
WWW
-
-
Mei, Q.1
Ling, X.2
Wondra, M.3
Su, H.4
Zhai, C.5
-
3
-
-
85071785575
-
A two-dimensional topic-aspect model for discovering multi-faceted topics
-
M. Paul and R. Girju. A two-dimensional topic-aspect model for discovering multi-faceted topics. In AAAI, 2010.
-
(2010)
AAAI
-
-
Paul, M.1
Girju, R.2
-
4
-
-
80053452684
-
Sparse additive generative models of text
-
J. Eisenstein, A. Ahmed, and E. P. Xing. Sparse additive generative models of text. In ICML, 2011.
-
(2011)
ICML
-
-
Eisenstein, J.1
Ahmed, A.2
Xing, E.P.3
-
5
-
-
84878178053
-
Historical analysis of legal opinions with a sparse mixed-effects latent variable model
-
July
-
W. Y. Wang, E. Mayfield, S. Naidu, and J. Dittmar. Historical analysis of legal opinions with a sparse mixed-effects latent variable model. In ACL, pages 740-749, July 2012.
-
(2012)
ACL
, pp. 740-749
-
-
Wang, W.Y.1
Mayfield, E.2
Naidu, S.3
Dittmar, J.4
-
6
-
-
84863381525
-
Reading tea leaves: How humans interpret topic models
-
J. Chang, J. Boyd-Graber, S. Gerrish, C. Wang, and D. Blei. Reading tea leaves: How humans interpret topic models. In NIPS, 2009.
-
(2009)
NIPS
-
-
Chang, J.1
Boyd-Graber, J.2
Gerrish, S.3
Wang, C.4
Blei, D.5
-
7
-
-
77951202623
-
Topic models conditioned on arbitrary features with dirichlet-multinomial regression
-
D. Mimno and A. McCallum. Topic models conditioned on arbitrary features with dirichlet-multinomial regression. In UAI, 2008.
-
(2008)
UAI
-
-
Mimno, D.1
McCallum, A.2
-
8
-
-
34548625798
-
Infinite latent feature models and the Indian buffet process
-
T. Griffiths and Z. Ghahramani. Infinite latent feature models and the Indian buffet process. In NIPS, 2006.
-
(2006)
NIPS
-
-
Griffiths, T.1
Ghahramani, Z.2
-
9
-
-
77956537774
-
The IBP-compound dirichlet process and its application to focused topic modeling
-
S. Williamson, C. Wang, K. Heller, and D. Blei. The IBP-compound dirichlet process and its application to focused topic modeling. In ICML, 2010.
-
(2010)
ICML
-
-
Williamson, S.1
Wang, C.2
Heller, K.3
Blei, D.4
-
10
-
-
80053292334
-
Staying informed: Supervised and semi-supervised multi-view topical analysis of ideological perspective
-
A. Ahmed and E. P. Xing. Staying informed: supervised and semi-supervised multi-view topical analysis of ideological perspective. In EMNLP, pages 1140-1150, 2010.
-
(2010)
EMNLP
, pp. 1140-1150
-
-
Ahmed, A.1
Xing, E.P.2
-
11
-
-
77958531551
-
Cross-cultural analysis of blogs and forums with mixed-collection topic models
-
August
-
M. Paul and R. Girju. Cross-cultural analysis of blogs and forums with mixed-collection topic models. In EMNLP, pages 1408-1417, August 2009.
-
(2009)
EMNLP
, pp. 1408-1417
-
-
Paul, M.1
Girju, R.2
-
12
-
-
77950269433
-
Topic modeling for OLAP on multidimensional text databases: Topic cube and its applications
-
D. Zhang, C. Zhai, J. Han, A. Srivastava, and N. Oza. Topic modeling for OLAP on multidimensional text databases: topic cube and its applications. Statistical Analysis and Data Mining, 2, 2009.
-
(2009)
Statistical Analysis and Data Mining
, vol.2
-
-
Zhang, D.1
Zhai, C.2
Han, J.3
Srivastava, A.4
Oza, N.5
-
13
-
-
85026972772
-
Probabilistic latent semantic indexing
-
T. Hofmann. Probabilistic latent semantic indexing. In SIGIR, 1999.
-
(1999)
SIGIR
-
-
Hofmann, T.1
-
14
-
-
77956543611
-
Mining clustering dimensions
-
S. Dasgupta and V. Ng. Mining clustering dimensions. In ICML, 2010.
-
(2010)
ICML
-
-
Dasgupta, S.1
Ng, V.2
-
15
-
-
57749104755
-
Multi-HDP: A non parametric Bayesian model for tensor factorization
-
I. Porteous, E. Bart, and M. Welling. Multi-HDP: a non parametric Bayesian model for tensor factorization. In AAAI, pages 1487-1490, 2008.
-
(2008)
AAAI
, pp. 1487-1490
-
-
Porteous, I.1
Bart, E.2
Welling, M.3
-
16
-
-
77956495768
-
Mixed membership matrix factorization
-
L. Mackey, D. Weiss, and M. I. Jordan. Mixed membership matrix factorization. In ICML, 2010.
-
(2010)
ICML
-
-
MacKey, L.1
Weiss, D.2
Jordan, M.I.3
-
17
-
-
0013344078
-
Training products of experts by minimizing contrastive divergence
-
August
-
G. E. Hinton. Training products of experts by minimizing contrastive divergence. Neural Comput., 14:1771-1800, August 2002.
-
(2002)
Neural Comput.
, vol.14
, pp. 1771-1800
-
-
Hinton, G.E.1
-
20
-
-
77956499537
-
Decoupling sparsity and smoothness in the discrete hierarchical Dirichlet process
-
C. Wang and D. Blei. Decoupling sparsity and smoothness in the discrete hierarchical Dirichlet process. In NIPS, 2009.
-
(2009)
NIPS
-
-
Wang, C.1
Blei, D.2
-
21
-
-
37849035696
-
The group lasso for logistic regression
-
L. Meier, S. van de Geer, and P. Bühlmann. The group lasso for logistic regression. Journal Of The Royal Statistical Society Series B, 70(1):53-71, 2008.
-
(2008)
Journal of the Royal Statistical Society Series B
, vol.70
, Issue.1
, pp. 53-71
-
-
Meier, L.1
Van De Geer, S.2
Bühlmann, P.3
-
25
-
-
84883354093
-
Mixed membership Markov models for unsupervised conversation modeling
-
Michael J. Paul. Mixed membership Markov models for unsupervised conversation modeling. In EMNLP-CoNLL, 2012.
-
(2012)
EMNLP-CoNLL
-
-
Paul, M.J.1
|