David Mimno

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

Computing, Computer Science, Computational Linguistics +13

Evaluation methods for topic models

Hanna Wallach, Iain Murray, Ruslan Salakhutdinov et al. · 2009 · 880 citations · Full text

Computing, Computer Science, Computational Linguistics +9

Rethinking LDA: Why Priors Matter

Hanna Wallach, David Mimno, Andrew McCallum · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2009 · 563 citations · Full text

Computing, Computer Science, Computational Linguistics +12

Evaluation methods for unsupervised word embeddings

Tobias Schnabel, Igor Labutov, David Mimno et al. · 2015 · 560 citations · Full text

Computing, Computer Science, Information Retrieval +13

Efficient methods for topic model inference on streaming document collections

Limin Yao, David Mimno, Andrew McCallum · 2009 · 425 citations · Full text

Computing, Computer Science, Machine Learning +13