Relational topic models for document networks

by Jonathan Chang
Venue:In Proc. of Conf. on AI and Statistics (AISTATS
Citations:30 - 2 self

Active Bibliography

Submitted to the Annals of Applied Statistics HIERARCHICAL RELATIONAL MODELS FOR DOCUMENT NETWORKS – Jonathan Chang, David M. Blei
9 HIERARCHICAL RELATIONAL MODELS FOR DOCUMENT NETWORKS – Chang, David M. Blei
Document Discovery: Constructing Social Networks with Topic Modeling – Cen Zhang
1 Topic Models Conditioned on Relations – Mirwaes Wahabzada, Zhao Xu, Kristian Kersting
8 Topic-Link LDA: Joint Models of Topic and Author Community – Yan Liu, Ru Niculescu-mizil, Wojciech Gryc
STRUCTURED TOPIC MODELS: JOINTLY MODELING WORDS AND THEIR ACCOMPANYING MODALITIES – Xuerui Wang, Padhraic Smyth Member, John Staudenmayer Member, Andrew G. Barto, Department Chair, Computer Science Geniy Gabrilovich, C. Lee Giles, Rebecca Hutchinson, Vanja Josifovski, Marcel Just, Michael Kelm, David Kulp, Wei Li, Natasha Mohanty, Sharlene Newman, Chris Pal, Bo Pang, Francisco Pereira, Jimeng Sun, Xing Wei, John Yen, David Mimno, Jason Naradowsky, Khashayar Rohanemanesh, Adam Saunders, Charles Sutton, Andrew Tolopko, Hanna Wallach, Michael Wick, Limin Yao - 2009
Mixtures-of-Clusterings by Boosting – Jonathan Chang, David M. Blei
Text as Actuator: Text-Driven Response Modeling and Prediction in Politics – Tae Yano
Combi ni ng Li nk and Content for Communi ty Detecti on: A Discriminative Approach – Tianbao Yang, Rong Jin, Yun Chi, Shenghuo Zhu
2 TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents – Ramesh Nallapati, Daniel Mcfarland, Christopher Manning
Document Hierarchies from Text and Links – Qirong Ho, Jacob Eisenstein, Eric P. Xing
Topic Models for Hypertext: How Many Words is a Single Link Worth? – Amit Gruber, Michal Rosen-zvi, Yair Weiss
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence Context Sensitive Topic Models for Author Influence in Document Networks – Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles
Context Sensitive Topic Models for Author Influence in Document Networks ∗ – Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles
3 HTM: A topic model for hypertexts – Congkai Sun, Bin Gao, Zhenfu Cao - 2008
3 Block-LDA: Jointly modeling entity-annotated text and entity-entity – Ramnath Balasubramanyan, William W. Cohen
20 Community Evolution in Dynamic Multi-Mode Networks – Lei Tang, Huan Liu, et al. - 2008
97 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
9 STATISTICAL MODELS AND ANALYSIS TECHNIQUES FOR LEARNING IN RELATIONAL DATA – Jennifer Neville - 2006