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Author
David Mimno
also known as D. M. Mimno, David Mimno, Mimno, David
Cornell University · Linköping University · Twitter (United States) · Tufts University
About this author
Works
150
Cited by
8,125
h-index
34
i10
56
ORCID ↗
Top papers
Optimizing Semantic Coherence in Topic Models
David Mimno, Hanna Wallach, Edmund M. Talley, et al.
·
2011
·
ScholarWorks@UMassAmherst (University of Massachusetts Amherst)
↗ 1,247
OA
Evaluation methods for topic models
Hanna Wallach, Iain Murray, Ruslan Salakhutdinov, et al.
·
2009
↗ 875
OA
Rethinking LDA: Why Priors Matter
Hanna Wallach, David Mimno, Andrew McCallum
·
2009
·
ScholarWorks@UMassAmherst (University of Massachusetts Amherst)
↗ 563
OA
Evaluation methods for unsupervised word embeddings
Tobias Schnabel, Igor Labutov, David Mimno, et al.
·
2015
↗ 560
OA
Efficient methods for topic model inference on streaming document collections
Limin Yao, David Mimno, Andrew McCallum
·
2009
↗ 424
OA
Polylingual topic models
David Mimno, Hanna Wallach, Jason Naradowsky, et al.
·
2009
↗ 338
OA
Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression
David Mimno, Andrew McCallum
·
2012
·
arXiv (Cornell University)
↗ 298
OA
Expertise modeling for matching papers with reviewers
David Mimno, Andrew McCallum
·
2007
↗ 261
OA
Applications of Topic Models
Jordan Boyd‐Graber, Yuening Hu, David Mimno
·
2017
·
Foundations and Trends® in Information Retrieval
↗ 230
Mixtures of hierarchical topics with Pachinko allocation
David Mimno, Wei Li, Andrew McCallum
·
2007
↗ 224
Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?
Eric P. S. Baumer, David Mimno, Shion Guha, et al.
·
2017
·
Journal of the Association for Information Science and Technology
↗ 221
Evaluating the Stability of Embedding-based Word Similarities
Maria Antoniak, David Mimno
·
2018
·
Transactions of the Association for Computational Linguistics
↗ 217
OA
Books
Computational Humanities
2024
·
Wiley & Sons, Limited, John