David Mimno
David Mimno
Associate Professor, Cornell University
Verified email at cornell.edu - Homepage
TitleCited byYear
Optimizing semantic coherence in topic models
D Mimno, HM Wallach, E Talley, M Leenders, A McCallum
Proceedings of the conference on empirical methods in natural language …, 2011
8902011
Evaluation methods for topic models
HM Wallach, I Murray, R Salakhutdinov, D Mimno
Proceedings of the 26th annual international conference on machine learning …, 2009
7252009
Rethinking LDA: Why priors matter
HM Wallach, DM Mimno, A McCallum
Advances in neural information processing systems, 1973-1981, 2009
6492009
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
4182009
Topic models conditioned on arbitrary features with dirichlet-multinomial regression
D Mimno, A McCallum
arXiv preprint arXiv:1206.3278, 2012
3842012
Polylingual topic models
D Mimno, HM Wallach, J Naradowsky, DA Smith, A McCallum
Proceedings of the 2009 Conference on Empirical Methods in Natural Language …, 2009
3482009
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
3262013
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
3232015
Expertise modeling for matching papers with reviewers
D Mimno, A McCallum
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
2662007
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
2162007
Sparse stochastic inference for latent Dirichlet allocation
D Mimno, M Hoffman, D Blei
arXiv preprint arXiv:1206.6425, 2012
1412012
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
140*2007
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
1202006
Significant themes in 19th-century literature
ML Jockers, D Mimno
Poetics 41 (6), 750-769, 2013
1172013
Computational historiography: Data mining in a century of classics journals
D Mimno
Journal on Computing and Cultural Heritage (JOCCH) 5 (1), 1-19, 2012
1142012
Scalable inference of overlapping communities
PK Gopalan, S Gerrish, M Freedman, DM Blei, DM Mimno
Advances in Neural Information Processing Systems, 2249-2257, 2012
962012
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
942014
Bayesian checking for topic models
D Mimno, D Blei
Proceedings of the conference on empirical methods in natural language …, 2011
932011
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
842011
Missing photos, suffering withdrawal, or finding freedom? How experiences of social media non-use influence the likelihood of reversion
EPS Baumer, S Guha, E Quan, D Mimno, GK Gay
Social Media+ Society 1 (2), 2056305115614851, 2015
792015
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Articles 1–20