| 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 | 2739 | 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 | 1314 | 2009 |
| Rethinking LDA: Why priors matter H Wallach, D Mimno, A McCallum Advances in neural information processing systems 22, 2009 | 1032 | 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 | 804 | 2015 |
| Topic models conditioned on arbitrary features with dirichlet-multinomial regression D Mimno arXiv preprint arXiv:1206.3278, 2012 | 603 | 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 | 572 | 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 | 569 | 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 | 490 | 2009 |
| Applications of topic models J Boyd-Graber, Y Hu, D Mimno Foundations and Trends® in Information Retrieval 11 (2-3), 143-296, 2017 | 406 | 2017 |
| Expertise modeling for matching papers with reviewers D Mimno, A McCallum Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007 | 406 | 2007 |
| 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 | 321 | 2007 |
| Significant themes in 19th-century literature ML Jockers, D Mimno Poetics 41 (6), 750-769, 2013 | 300 | 2013 |
| 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 | 287 | 2014 |
| 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 | 285 | 2017 |
| 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 | 256 | 2017 |
| Evaluating the stability of embedding-based word similarities M Antoniak, D Mimno Transactions of the Association for Computational Linguistics 6, 107-119, 2018 | 253 | 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 | 247 | 2016 |
| Sparse stochastic inference for latent Dirichlet allocation D Mimno, M Hoffman, D Blei arXiv preprint arXiv:1206.6425, 2012 | 197 | 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 | 169 | 2012 |
Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts Amherstcs.umass.edu의 이메일 확인됨
