David Mimno
David Mimno
Associate Professor, Cornell University
Verified email at cornell.edu - Homepage
Title
Cited by
Cited by
Year
Optimizing semantic coherence in topic models
D Mimno, H Wallach, E Talley, M Leenders, A McCallum
Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011
11692011
Evaluation methods for topic models
HM Wallach, I Murray, R Salakhutdinov, D Mimno
Proceedings of the 26th annual international conference on machine learning …, 2009
8442009
Rethinking LDA: Why priors matter
H Wallach, D Mimno, A McCallum
Advances in neural information processing systems 22, 1973-1981, 2009
7302009
Evaluation methods for unsupervised word embeddings
T Schnabel, I Labutov, D Mimno, T Joachims
Proceedings of the 2015 conference on empirical methods in natural language …, 2015
4622015
Efficient methods for topic model inference on streaming document collections
L Yao, D Mimno, A McCallum
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
4512009
A practical algorithm for topic modeling with provable guarantees
S Arora, R Ge, Y Halpern, D Mimno, A Moitra, D Sontag, Y Wu, M Zhu
International Conference on Machine Learning, 280-288, 2013
3872013
Polylingual topic models
D Mimno, H Wallach, J Naradowsky, DA Smith, A McCallum
Proceedings of the 2009 conference on empirical methods in natural language …, 2009
3852009
Topic models conditioned on arbitrary features with Dirichlet-multinomial regression.
DM Mimno, A McCallum
UAI 24, 411-418, 2008
3392008
Expertise modeling for matching papers with reviewers
D Mimno, A McCallum
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
2802007
Mixtures of hierarchical topics with pachinko allocation
D Mimno, W Li, A McCallum
Proceedings of the 24th international conference on Machine learning, 633-640, 2007
2402007
Sparse stochastic inference for latent Dirichlet allocation
D Mimno, M Hoffman, D Blei
arXiv preprint arXiv:1206.6425, 2012
1552012
Organizing the OCA: learning faceted subjects from a library of digital books
D Mimno, A McCallum
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries …, 2007
148*2007
Significant themes in 19th-century literature
ML Jockers, D Mimno
Poetics 41 (6), 750-769, 2013
1402013
Care and feeding of topic models: Problems, diagnostics, and improvements
J Boyd-Graber, D Mimno, D Newman
Handbook of mixed membership models and their applications 225255, 2014
1332014
Bibliometric impact measures leveraging topic analysis
D Mimno, A McCallum, GS Mann
Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital libraries …, 2006
1332006
Computational historiography: Data mining in a century of classics journals
D Mimno
Journal on Computing and Cultural Heritage (JOCCH) 5 (1), 1-19, 2012
1232012
Applications of topic models
JL Boyd-Graber, Y Hu, D Mimno
now Publishers Incorporated, 2017
1112017
Bayesian checking for topic models
D Mimno, D Blei
Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011
1092011
Scalable inference of overlapping communities
PK Gopalan, S Gerrish, M Freedman, D Blei, D Mimno
Advances in Neural Information Processing Systems 25, 2249-2257, 2012
1042012
Database of NIH grants using machine-learned categories and graphical clustering
EM Talley, D Newman, D Mimno, BW Herr II, HM Wallach, GAPC Burns, ...
Nature Methods 8 (6), 443, 2011
1012011
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Articles 1–20