| Optimizing semantic coherence in topic models D Mimno, HM Wallach, E Talley, M Leenders, A McCallum Proceedings of the conference on empirical methods in natural language …, 2011 | 914 | 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 | 737 | 2009 |
| Rethinking LDA: Why priors matter HM Wallach, DM Mimno, A McCallum Advances in neural information processing systems, 1973-1981, 2009 | 660 | 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 | 423 | 2009 |
| Topic models conditioned on arbitrary features with dirichlet-multinomial regression D Mimno, A McCallum arXiv preprint arXiv:1206.3278, 2012 | 388 | 2012 |
| Polylingual topic models D Mimno, HM Wallach, J Naradowsky, DA Smith, A McCallum Proceedings of the 2009 Conference on Empirical Methods in Natural Language …, 2009 | 353 | 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 | 334 | 2015 |
| 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 | 329 | 2013 |
| Expertise modeling for matching papers with reviewers D Mimno, A McCallum Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007 | 270 | 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 | 219 | 2007 |
| Sparse stochastic inference for latent Dirichlet allocation D Mimno, M Hoffman, D Blei arXiv preprint arXiv:1206.6425, 2012 | 144 | 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 | 141* | 2007 |
| Significant themes in 19th-century literature ML Jockers, D Mimno Poetics 41 (6), 750-769, 2013 | 123 | 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 | 121 | 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 | 116 | 2012 |
| Scalable inference of overlapping communities PK Gopalan, S Gerrish, M Freedman, DM Blei, DM Mimno Advances in Neural Information Processing Systems, 2249-2257, 2012 | 98 | 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 | 97 | 2014 |
| Bayesian checking for topic models D Mimno, D Blei Proceedings of the conference on empirical methods in natural language …, 2011 | 93 | 2011 |
| 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 | 85 | 2015 |
| 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 | 85 | 2011 |
