Relational topic models for document networks

by Jonathan Chang
Venue:In Proc. of Conf. on AI and Statistics (AISTATS
Citations:59 - 3 self

Documents Related by Co-Citation

2350 Latent dirichlet allocation – David M. Blei, Andrew Y. Ng, Michael I. Jordan, John Lafferty - 2003
57 Joint Latent Topic Models for Text and Citations – Ramesh Nallapati, Amr Ahmed, Eric Xing, William W. Cohen - 2008
61 Unsupervised prediction of citation influences – Laura Dietz, Steffen Bickel, Tobias Scheffer - 2007
623 Finding scientific topics – Thomas L Griffiths, Mark Steyvers - 2004
233 The Author-Topic Model for Authors and Documents – Michal Rosen-Zvi, Thomas Griffiths, Mark Steyvers, Padhraic Smyth
392 Dynamic topic models – David M. Blei, John D. Lafferty - 2006
529 Probabilistic Latent Semantic Analysis – Thomas Hofmann - 1999
24 Topic-Link LDA: Joint Models of Topic and Author Community – Yan Liu, Ru Niculescu-mizil, Wojciech Gryc
185 The Missing Link - A Probabilistic Model of Document Content and Hypertext Connectivity – David Cohn, Thomas Hofmann - 2001
152 Topic and role discovery in social networks – Andrew Mccallum, Andrés Corrada-emmanuel, Xuerui Wang - 2005
86 Mixed-membership models of scientific publications – Elena Erosheva, Stephen Fienberg, John Lafferty
174 Mixed membership stochastic block models for relational data with application to protein-protein interactions – Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing, Tommi Jaakkola - 2006
170 Automating the Construction of Internet Portals with Machine Learning – Andrew Kachites Mccallum, Kamal Nigam, Jason Rennie, Kristie Seymore - 2000
26 Link-plsa-lda: A new unsupervised model for topics and influence in blogs – Ramesh Nallapati, William Cohen - 2008
71 Modeling Online Reviews with Multi-grain Topic Models – Ivan Titov, Ryan McDonald - 2008
92 Topic sentiment mixture: modeling facets and opinions in weblogs – Qiaozhu Mei, Xu Ling, Matthew Wondra, Hang Su, Chengxiang Zhai - 2007
19 Latent Topic Models for Hypertext – Amit Gruber, Michal Rosen-zvi, Yair Weiss
68 Dynamic social network analysis using latent space models – Purnamrita Sarkar, Andrew W. Moore
34 The missing link—a probabilistic model of document content and hypertext – D Cohn, T Hofmann