Optimizing Semantic Coherence in Topic Models

David Mimno, Hanna Wallach, Edmund Talley, Miriam Leenders, Andrew McCallum


Anthology ID:
D11-1024
Volume:
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
Month:
July
Year:
2011
Address:
Edinburgh, Scotland, UK.
Editors:
Regina Barzilay, Mark Johnson
Venue:
EMNLP
SIG:
SIGDAT
Publisher:
Association for Computational Linguistics
Note:
Pages:
262–272
Language:
URL:
https://aclanthology.org/D11-1024
DOI:
Bibkey:
Cite (ACL):
David Mimno, Hanna Wallach, Edmund Talley, Miriam Leenders, and Andrew McCallum. 2011. Optimizing Semantic Coherence in Topic Models. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, pages 262–272, Edinburgh, Scotland, UK.. Association for Computational Linguistics.
Cite (Informal):
Optimizing Semantic Coherence in Topic Models (Mimno et al., EMNLP 2011)
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PDF:
https://aclanthology.org/D11-1024.pdf