Incorporating Probabilistic Knowledge into Topic Models

Author:

Yao Liang,Zhang Yin,Wei Baogang,Qian Hongze,Wang Yibing

Publisher

Springer International Publishing

Reference25 articles.

1. Andrzejewski, D., Zhu, X.: Latent dirichlet allocation with topic-in-set knowledge. In: Proceedings of the NAACL HLT 2009 Workshop on Semi-Supervised Learning for Natural Language Processing, pp. 43–48. Association for Computational Linguistics (2009)

2. Andrzejewski, D., Zhu, X., Craven, M.: Incorporating domain knowledge into topic modeling via dirichlet forest priors. In: ICML, pp. 25–32. ACM (2009)

3. Andrzejewski, D., Zhu, X., Craven, M., Recht, B.: A framework for incorporating general domain knowledge into latent dirichlet allocation using first-order logic. In: IJCAI (2011)

4. Banko, M., Cafarella, M.J., Soderland, S., Broadhead, M., Etzioni, O.: Open information extraction for the web. In: IJCAI, vol. 7, pp. 2670–2676 (2007)

5. Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. JMLR 3, 993–1022 (2003)

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