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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
18732011
Evaluation methods for topic models
HM Wallach, I Murray, R Salakhutdinov, D Mimno
Proceedings of the 26th annual international conference on machine learning …, 2009
10792009
Rethinking LDA: Why priors matter
H Wallach, D Mimno, A McCallum
Advances in neural information processing systems 22, 2009
8762009
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
6522015
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
5122009
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
4822013
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
4402009
Topic models conditioned on arbitrary features with Dirichlet-multinomial regression.
DM Mimno, A McCallum
UAI 24, 411-418, 2008
3972008
Expertise modeling for matching papers with reviewers
D Mimno, A McCallum
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
3512007
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
2782007
Applications of topic models
J Boyd-Graber, Y Hu, D Mimno
Foundations and TrendsŪ in Information Retrieval 11 (2-3), 143-296, 2017
2332017
Significant themes in 19th-century literature
ML Jockers, D Mimno
Poetics 41 (6), 750-769, 2013
2072013
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
1982014
Sparse stochastic inference for latent Dirichlet allocation
D Mimno, M Hoffman, D Blei
arXiv preprint arXiv:1206.6425, 2012
1842012
Evaluating the stability of embedding-based word similarities
M Antoniak, D Mimno
Transactions of the Association for Computational Linguistics 6, 107-119, 2018
1732018
Pulling out the stops: Rethinking stopword removal for topic models
A Schofield, M Magnusson, D Mimno
Proceedings of the 15th Conference of the European Chapter of the …, 2017
1682017
Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?
EPS Baumer, D Mimno, S Guha, E Quan, GK Gay
Journal of the Association for Information Science and Technology 68 (6 …, 2017
1642017
Comparing apples to apple: The effects of stemmers on topic models
A Schofield, D Mimno
Transactions of the Association for Computational Linguistics 4, 287-300, 2016
1582016
Bibliometric impact measures leveraging topic analysis
GS Mann, D Mimno, A McCallum
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries, 65-74, 2006
1482006
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
1472015
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