| 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 | 1996 | 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 | 1106 | 2009 |
| Rethinking LDA: Why priors matter H Wallach, D Mimno, A McCallum Advances in neural information processing systems 22, 2009 | 900 | 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 | 674 | 2015 |
| 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 | 523 | 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 | 495 | 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 | 446 | 2009 |
| Topic models conditioned on arbitrary features with Dirichlet-multinomial regression. DM Mimno, A McCallum UAI 24, 411-418, 2008 | 409 | 2008 |
| Expertise modeling for matching papers with reviewers D Mimno, A McCallum Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007 | 353 | 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 | 285 | 2007 |
| Applications of topic models J Boyd-Graber, Y Hu, D Mimno Foundations and Trends® in Information Retrieval 11 (2-3), 143-296, 2017 | 254 | 2017 |
| Significant themes in 19th-century literature ML Jockers, D Mimno Poetics 41 (6), 750-769, 2013 | 218 | 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 | 208 | 2014 |
| Evaluating the stability of embedding-based word similarities M Antoniak, D Mimno Transactions of the Association for Computational Linguistics 6, 107-119, 2018 | 187 | 2018 |
| Sparse stochastic inference for latent Dirichlet allocation D Mimno, M Hoffman, D Blei arXiv preprint arXiv:1206.6425, 2012 | 186 | 2012 |
| 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 | 183 | 2017 |
| 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 | 182 | 2017 |
| 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 | 174 | 2016 |
| 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 | 152 | 2015 |
| Bibliometric impact measures leveraging topic analysis GS Mann, D Mimno, A McCallum Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries, 65-74, 2006 | 148 | 2006 |
