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David Mimno
David Mimno
Associate Professor, Cornell University
Bestätigte E-Mail-Adresse bei cornell.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
17582011
Evaluation methods for topic models
HM Wallach, I Murray, R Salakhutdinov, D Mimno
Proceedings of the 26th annual international conference on machine learning …, 2009
10502009
Rethinking LDA: Why priors matter
H Wallach, D Mimno, A McCallum
Advances in neural information processing systems 22, 2009
8512009
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
6312015
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
5052009
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
4702013
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
4292009
Topic models conditioned on arbitrary features with Dirichlet-multinomial regression.
DM Mimno, A McCallum
UAI 24, 411-418, 2008
3922008
Expertise modeling for matching papers with reviewers
D Mimno, A McCallum
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
3422007
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
2762007
Applications of topic models
J Boyd-Graber, Y Hu, D Mimno
Foundations and Trends® in Information Retrieval 11 (2-3), 143-296, 2017
2142017
Significant themes in 19th-century literature
ML Jockers, D Mimno
Poetics 41 (6), 750-769, 2013
1992013
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
1892014
Sparse stochastic inference for latent Dirichlet allocation
D Mimno, M Hoffman, D Blei
arXiv preprint arXiv:1206.6425, 2012
1772012
Evaluating the stability of embedding-based word similarities
M Antoniak, D Mimno
Transactions of the Association for Computational Linguistics 6, 107-119, 2018
1612018
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
1542017
Computational historiography: Data mining in a century of classics journals
D Mimno
Journal on Computing and Cultural Heritage (JOCCH) 5 (1), 1-19, 2012
1452012
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
1442006
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
1432017
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
1402015
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