# Mimno 2011: Optimizing Semantic Coherence in Topic Models

> David Mimno, Hanna Wallach, Edmund Talley et al., 2011. 1 records on Mysteries Department cite it. Listed in the inductive methods survey's references on…

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[Sources](https://mysteriesdept.com/sources)[Voynich Manuscript](https://mysteriesdept.com/mysteries/voynich-manuscript)Mimno 2011

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# Optimizing Semantic Coherence in Topic Models

David Mimno, Hanna Wallach, Edmund Talley et al., 2011. _Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing_.

Proposes a measure of topic coherence based on how often a topic's top words appear together in documents, and a topic model that improves it.

**Voynich Manuscript** ArticleChecked against the original0

## What it's used for here

Listed in the inductive methods survey's references on topic models.

## Cited by on this site 1 record

[1 methods surveys]

Inductive methods

SRC

## Cite it

```
Mimno, D., Wallach, H., Talley, E., Leenders, M., & McCallum, A. (2011). Optimizing Semantic Coherence in Topic Models. Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing. https://aclanthology.org/D11-1024/
```

[Read it free at aclanthology.org](https://aclanthology.org/D11-1024/)[PDF stored here · 11 pages](https://mysteriesdept.com/sources/SRC0D8MS5Z053QW/optimizing-semantic-coherence-in-topic-models/pdf)

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