Concepedia

David Mimno

DM

50

Publications

7.6K

Citations

31

H-Index

2005

Active since

Affiliations

Cornell University(Current)

University of Massachusetts Amherst

Princeton University

Columbia University

IIT@MIT

David Mimno is an author at Cornell University specializing in engineering, data science, and text mining.

ORCID

Top concepts

Publications per year

2005–2025

50

Publications

50

Optimizing Semantic Coherence in Topic Models

David Mimno, Hanna Wallach, Edmund M. Talley et al. · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2011 · 1.2K citations · Full text

Evaluation methods for topic models

Hanna Wallach, Iain Murray, Ruslan Salakhutdinov et al. · 2009 · 866 citations · Full text

Rethinking LDA: Why Priors Matter

Hanna Wallach, David Mimno, Andrew McCallum · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2009 · 561 citations · Full text

Evaluation methods for unsupervised word embeddings

Tobias Schnabel, Igor Labutov, David Mimno et al. · 2015 · 558 citations · Full text

Efficient methods for topic model inference on streaming document collections

Limin Yao, David Mimno, Andrew McCallum · 2009 · 420 citations

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