The Effect of Additive Regularization for Topic Modeling of Social Media Communities

Author:

Fedorov Andrey M.,Datyev Igor O.

Publisher

Springer International Publishing

Reference22 articles.

1. Lecture Notes in Networks and Systems;AM Fedorov,2021

2. Mimno, D., Wallach, H., Talley, Ed., Leenders, M., McCallum, A: Optimizing semantic coherence in topic models. In: Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, pp. 262–272. Association of Computational Linguistics (2011)

3. Newman, D., Lau, J.H., Grieser, K., Baldwin, T.: Automatic evaluation of topic coherence. In: Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics (HLT 2010), pp. 100–108. Association for Computational Linguistics, Stroudsburg (2010)

4. Vorontsov, K., Potapenko, A.: Additive regularization of topic models. Mach. Learn. 101(1–3), 303–323 (2014). https://doi.org/10.1007/s10994-014-5476-6

5. Hofmann, T.: Probabilistic latent semantic indexing. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 1999), pp. 50–57. Association for Computing Machinery, New York, NY (1999). https://doi.org/10.1145/312624.312649

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