WP4: Implementation of the Multilingual Topic model
This is our implementation of the Multilingual Topic Model (also called Polylingual Topic Model or Interlingual Topic Model) using Gibbs sampling as proposed in the papers by Mimno, et al. (2009) and De Smet and Moens (2009).
Github link: https://github.com/ezosa/Multilingual-Topic-Model
Link to the original papers:
Mimno, David, et al. "Polylingual topic models." Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2-Volume 2. Association for Computational Linguistics, 2009. https://dl.acm.org/citation.cfm?id=1699627
De Smet, Wim, and Marie-Francine Moens. "Cross-language linking of news stories on the web using interlingual topic modelling." Proceedings of the 2nd ACM workshop on Social web search and mining. ACM, 2009. https://dl.acm.org/citation.cfm?id=1651447