Interactive Topic Modeling with Anchor Words

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Jun 18, 2019
Sanjoy Dasgupta, Stefanos Poulis, Christopher Tosh
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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.

* presented at 2019 ICML Workshop on Human in the Loop Learning (HILL 2019), Long Beach, USA  
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