| 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 | 1025 | 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 | 795 | 2009 |
| Rethinking LDA: Why priors matter HM Wallach, DM Mimno, A McCallum Advances in neural information processing systems, 1973-1981, 2009 | 697 | 2009 |
| 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 | 433 | 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 | 392 | 2015 |
| 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 | 377 | 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 | 349 | 2013 |
| Topic models conditioned on arbitrary features with Dirichlet-multinomial regression. DM Mimno, A McCallum UAI 24, 411-418, 2008 | 329 | 2008 |
| Expertise modeling for matching papers with reviewers D Mimno, A McCallum Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007 | 275 | 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 | 234 | 2007 |
| Sparse stochastic inference for latent Dirichlet allocation D Mimno, M Hoffman, D Blei arXiv preprint arXiv:1206.6425, 2012 | 150 | 2012 |
| Organizing the OCA: learning faceted subjects from a library of digital books D Mimno, A McCallum Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries …, 2007 | 149* | 2007 |
| Significant themes in 19th-century literature ML Jockers, D Mimno Poetics 41 (6), 750-769, 2013 | 128 | 2013 |
| 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 | 128 | 2006 |
| Computational historiography: Data mining in a century of classics journals D Mimno Journal on Computing and Cultural Heritage (JOCCH) 5 (1), 1-19, 2012 | 120 | 2012 |
| 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 | 119 | 2014 |
| Bayesian checking for topic models D Mimno, D Blei Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011 | 102 | 2011 |
| Scalable inference of overlapping communities PK Gopalan, S Gerrish, M Freedman, DM Blei, DM Mimno Advances in Neural Information Processing Systems, 2249-2257, 2012 | 101 | 2012 |
| Database of NIH grants using machine-learned categories and graphical clustering EM Talley, D Newman, D Mimno, BW Herr II, HM Wallach, GAPC Burns, ... Nature Methods 8 (6), 443, 2011 | 97 | 2011 |
| Applications of topic models JL Boyd-Graber, Y Hu, D Mimno now Publishers Incorporated, 2017 | 95 | 2017 |
