The formalism of anchor words has enabled the development of fast topic modeling algorithms with provable guarantees. In this paper, we introduce a protocol that allows users to interact with anchor words to build customized and interpretable topic models. Experimental evidence validating the usefulness of our approach is also presented.
@article{arxiv.1907.04919,
title = {Interactive Topic Modeling with Anchor Words},
author = {Sanjoy Dasgupta and Stefanos Poulis and Christopher Tosh},
journal= {arXiv preprint arXiv:1907.04919},
year = {2019}
}
Comments
presented at 2019 ICML Workshop on Human in the Loop Learning (HILL 2019), Long Beach, USA