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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
25402011
Evaluation methods for topic models
HM Wallach, I Murray, R Salakhutdinov, D Mimno
Proceedings of the 26th annual international conference on machine learning …, 2009
12532009
Rethinking LDA: Why priors matter
H Wallach, D Mimno, A McCallum
Advances in neural information processing systems 22, 2009
10032009
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
7742015
Topic models conditioned on arbitrary features with dirichlet-multinomial regression
D Mimno, A McCallum
arXiv preprint arXiv:1206.3278, 2012
5762012
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
5632009
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
5532013
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
4812009
Expertise modeling for matching papers with reviewers
D Mimno, A McCallum
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
3832007
Applications of topic models
J Boyd-Graber, Y Hu, D Mimno
Foundations and TrendsŪ in Information Retrieval 11 (2-3), 143-296, 2017
3542017
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
3142007
Significant themes in 19th-century literature
ML Jockers, D Mimno
Poetics 41 (6), 750-769, 2013
2752013
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
2632014
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
2502017
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
2372017
Evaluating the stability of embedding-based word similarities
M Antoniak, D Mimno
Transactions of the Association for Computational Linguistics 6, 107-119, 2018
2352018
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
2292016
Sparse stochastic inference for latent Dirichlet allocation
D Mimno, M Hoffman, D Blei
arXiv preprint arXiv:1206.6425, 2012
1942012
Low-dimensional embeddings for interpretable anchor-based topic inference
D Mimno, M Lee
Proceedings of the 2014 conference on empirical methods in natural language …, 2014
1702014
Computational historiography: Data mining in a century of classics journals
D Mimno
Journal on Computing and Cultural Heritage (JOCCH) 5 (1), 1-19, 2012
1612012
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Articles 1–20