A Fast and Effective Framework for Lifelong Topic Model with Self-learning Knowledge

Author:

Xu Kang,Liu Feng,Wu Tianxing,Bi Sheng,Qi Guilin

Publisher

Springer International Publishing

Reference20 articles.

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

2. Andrzejewski, D., Zhu, X., Craven, M., Recht, B.: A framework for incorporating general domain knowledge into latent Dirichlet allocation using first-order logic. In: Proceedings of IJCAI, pp. 1171–1192. AAAI (2011)

3. Blei, D.M., Kucukelbir, A., McAuliffe, J.D.: Variational inference: a review for statisticians. CoRR, abs/1601.00670 (2016)

4. Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3, 993–1022 (2003)

5. Chang, J., Gerrish, S., Wang, C., Boyd-Graber, J.L., Blei, D.M.: Reading tea leaves: how humans interpret topic models. In: Proceedings of NIPS, pp. 288–296. MIT Press (2009)

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