David Mimno

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Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstEmail yang diverifikasi di cs.umass.edu
Hanna WallachVP & Distinguished Scientist, Microsoft ResearchEmail yang diverifikasi di dirichlet.net
Maria AntoniakPioneer Centre for AI, University of CopenhagenEmail yang diverifikasi di colorado.edu
Alexandra SchofieldAssistant Professor, Harvey Mudd CollegeEmail yang diverifikasi di cs.hmc.edu
Moontae LeeAssistant Professor of Information Decision Sciences, UIC Business School, University of Illinois at ChicagoEmail yang diverifikasi di uic.edu
Laure ThompsonPrinceton UniversityEmail yang diverifikasi di princeton.edu
Edmund M TalleyNational Institutes of HealthEmail yang diverifikasi di nih.gov
Gregory YauneyCornell UniversityEmail yang diverifikasi di cornell.edu
David BleiProfessor of Statistics and Computer Science, Columbia UniversityEmail yang diverifikasi di columbia.edu
David A. SmithAssociate Professor, College of Computer and Information Science, Northeastern UniversityEmail yang diverifikasi di ccs.neu.edu
Jordan Boyd-GraberFull Professor, University of MarylandEmail yang diverifikasi di umiacs.umd.edu
Yoni HalpernGoogleEmail yang diverifikasi di google.com
Sanjeev AroraProfessor of Computer Science, Princeton UniversityEmail yang diverifikasi di princeton.edu
Ankur MoitraNorbert Wiener Professor of Mathematics, MITEmail yang diverifikasi di mit.edu
Eric P. S. BaumerLehigh UniversityEmail yang diverifikasi di lehigh.edu
Shion GuhaUniversity of TorontoEmail yang diverifikasi di utoronto.ca
Jack Hesselsamaya.aiEmail yang diverifikasi di samaya.ai
Thorsten JoachimsProfessor of Computer Science, Cornell UniversityEmail yang diverifikasi di cs.cornell.edu
Tobias SchnabelResearcher, MicrosoftEmail yang diverifikasi di cornell.edu
Måns MagnussonDepartment of Statistics, Uppsala University, SwedenEmail yang diverifikasi di statistik.uu.se

Ikuti

David Mimno

Associate Professor, Cornell University

Email yang diverifikasi di cornell.edu - Beranda

Machine Learning Text Mining Topic Modeling Digital Humanities


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
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	2777	2011
Evaluation methods for topic models HM Wallach, I Murray, R Salakhutdinov, D Mimno Proceedings of the 26th annual international conference on machine learning …, 2009	1327	2009
Rethinking LDA: Why priors matter H Wallach, D Mimno, A McCallum Advances in neural information processing systems 22, 2009	1025	2009
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	802	2015
Topic models conditioned on arbitrary features with dirichlet-multinomial regression D Mimno, A McCallum arXiv preprint arXiv:1206.3278, 2012	608	2012
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	573	2009
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	563	2013
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	487	2009
Expertise modeling for matching papers with reviewers D Mimno, A McCallum Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	406	2007
Applications of topic models J Boyd-Graber, Y Hu, D Mimno Foundations and Trends® in Information Retrieval 11 (2-3), 143-296, 2017	403	2017
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	318	2007
Significant themes in 19th-century literature ML Jockers, D Mimno Poetics 41 (6), 750-769, 2013	301	2013
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	287	2017
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	286	2014
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	263	2017
Evaluating the stability of embedding-based word similarities M Antoniak, D Mimno Transactions of the Association for Computational Linguistics 6, 107-119, 2018	259	2018
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	244	2016
Sparse stochastic inference for latent Dirichlet allocation D Mimno, M Hoffman, D Blei arXiv preprint arXiv:1206.6425, 2012	195	2012
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	186	2014
Computational historiography: Data mining in a century of classics journals D Mimno Journal on Computing and Cultural Heritage (JOCCH) 5 (1), 1-19, 2012	167	2012

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