论文信息 - Neural Embedded Dirichlet Processes for Topic Modeling - 字舞流文

Neural Embedded Dirichlet Processes for Topic Modeling

Stéphane Bonnevay | Alex Aussem | Bruno Canitia | Miguel Palencia-Olivar | A. Aussem | Miguel Palencia-Olivar | S. Bonnevay | Bruno Canitia

[1] Jordan L. Boyd-Graber,et al. Interactive topic modeling , 2014, ACL.

[2] David M. Blei,et al. Variational Inference: A Review for Statisticians , 2016, ArXiv.

[3] Michael I. Jordan,et al. Hierarchical Dirichlet Processes , 2006 .

[4] Xiaohui Yan,et al. A biterm topic model for short texts , 2013, WWW.

[5] Mark Steyvers,et al. Finding scientific topics , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[6] David M. Mimno,et al. Applications of Topic Models , 2017, Found. Trends Inf. Retr..

[7] John D. Lafferty,et al. A correlated topic model of Science , 2007, 0708.3601.

[8] David M. Blei,et al. Build, Compute, Critique, Repeat: Data Analysis with Latent Variable Models , 2014 .

[9] Lancelot F. James,et al. Gibbs Sampling Methods for Stick-Breaking Priors , 2001 .

[10] Marie-Francine Moens,et al. Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications , 2015, Inf. Process. Manag..

[11] Aidong Zhang,et al. A Correlated Topic Model Using Word Embeddings , 2017, IJCAI.