Topic specificity: A descriptive metric for algorithm selection and finding the right number of topics

Author:

Rijcken EmilORCID,Zervanou Kalliopi,Mosteiro Pablo,Scheepers Floortje,Spruit Marco,Kaymak Uzay

Publisher

Elsevier BV

Reference43 articles.

1. What is wrong with topic modeling? And how to fix it using search-based software engineering;Agrawal;Inf. Softw. Technol.,2018

2. Identifying hidden patterns of fake COVID-19 news: An in-depth sentiment analysis and topic modeling approach;Ahammad;Natural Lang. Process. J.,2024

3. Aletras, N., Stevenson, M., 2013. Evaluating topic coherence using distributional semantics. In: Proceedings of the 10th International Conference on Computational Semantics (IWCS 2013)–Long Papers. pp. 13–22.

4. Bayesian Optimization and Data Science;Archetti,2019

5. An automatic approach for document-level topic model evaluation;Bhatia,2017

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