arXiv Open Access 2019

Interactive Topic Modeling with Anchor Words

Sanjoy Dasgupta Stefanos Poulis Christopher Tosh

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Abstrak

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.

Topik & Kata Kunci

cs.IR cs.LG stat.ML

Penulis (3)

Sanjoy Dasgupta

Stefanos Poulis

Christopher Tosh

Format Sitasi

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Dasgupta, S., Poulis, S., Tosh, C. (2019). Interactive Topic Modeling with Anchor Words. https://arxiv.org/abs/1907.04919

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Informasi Jurnal

Tahun Terbit: 2019
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓