Concepedia

Author

David Mimno

Cornell UniversityORCID

Also Known As

D. M. Mimno, David Mimno, Fuchs, Brian, Mimno, David

140

Publications

8K

Citations

34

H-Index

104

Concepts

All Affiliations

Cornell UniversityUniversity of Massachusetts AmherstPrinceton UniversityColumbia UniversityIIT@MIT
DM

About

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

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

21

26

3.2K

2

Language Studies

17

21

2.3K

3

Arts

6

6

674

4

Education

2

2

27

5

Humanities

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1

46

David Mimno

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50

Publications

7.6K

Citations

31

H-Index

YearCitations

Optimizing Semantic Coherence in Topic Models

David Mimno, Hanna Wallach, Edmund M. Talley,

ScholarWorks@UMassAmherst (University of Massachusetts Amherst)

2011

1.2K

Evaluation methods for topic models

Hanna Wallach, Iain Murray, Ruslan Salakhutdinov,

2009

866

Rethinking LDA: Why Priors Matter

Hanna Wallach, David Mimno, Andrew McCallum

ScholarWorks@UMassAmherst (University of Massachusetts Amherst)

2009

561

Evaluation methods for unsupervised word embeddings

Tobias Schnabel, Igor Labutov, David Mimno,

2015

558

Efficient methods for topic model inference on streaming document collections

Limin Yao, David Mimno, Andrew McCallum

2009

420

Polylingual topic models

David Mimno, Hanna Wallach, Jason Naradowsky,

2009

335

Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression

David Mimno, Andrew McCallum

arXiv (Cornell University)

2012

298

Expertise modeling for matching papers with reviewers

David Mimno, Andrew McCallum

2007

261

Applications of Topic Models

Jordan Boyd‐Graber, Yuening Hu, David Mimno

Foundations and Trends® in Information Retrieval

2017

225

Mixtures of hierarchical topics with Pachinko allocation

David Mimno, Wei Li, Andrew McCallum

2007

223

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