| UCI machine learning repository A Asuncion, DJ Newman | 9145* | 2007 |
| Automatic evaluation of topic coherence D Newman, JH Lau, K Grieser, T Baldwin Human language technologies: The 2010 annual conference of the North …, 2010 | 1545 | 2010 |
| Mineral Dust Entrainment and Deposition (DEAD) model: Description and 1990s dust climatology CS Zender, H Bian, D Newman Journal of Geophysical Research: Atmospheres 108 (D14), 2003 | 1306 | 2003 |
| A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation Y Teh, D Newman, M Welling Advances in neural information processing systems 19, 2006 | 836 | 2006 |
| Fast collapsed gibbs sampling for latent dirichlet allocation I Porteous, D Newman, A Ihler, A Asuncion, P Smyth, M Welling Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008 | 812 | 2008 |
| Machine reading tea leaves: Automatically evaluating topic coherence and topic model quality JH Lau, D Newman, T Baldwin Proceedings of the 14th Conference of the European Chapter of the …, 2014 | 775 | 2014 |
| Distributed algorithms for topic models. D Newman, A Asuncion, P Smyth, M Welling Journal of Machine Learning Research 10 (8), 2009 | 577 | 2009 |
| Automatic labelling of topic models JH Lau, K Grieser, D Newman, T Baldwin Proceedings of the 49th annual meeting of the association for computational …, 2011 | 363 | 2011 |
| UCI repository of machine learning databases, 1998 DJ Newman, S Hettich, CL Blake, CJ Merz | 363 | 1998 |
| Distributed inference for latent dirichlet allocation D Newman, P Smyth, M Welling, A Asuncion Advances in neural information processing systems 20, 2007 | 345 | 2007 |
| Clustering more than two million biomedical publications: Comparing the accuracies of nine text-based similarity approaches KW Boyack, D Newman, RJ Duhon, R Klavans, M Patek, JR Biberstine, ... PloS one 6 (3), e18029, 2011 | 304 | 2011 |
| Evaluating topic models for digital libraries D Newman, Y Noh, E Talley, S Karimi, T Baldwin Proceedings of the 10th annual joint conference on Digital libraries, 215-224, 2010 | 293 | 2010 |
| 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 | 268 | 2014 |
| Improving topic coherence with regularized topic models D Newman, EV Bonilla, W Buntine Advances in neural information processing systems 24, 2011 | 265 | 2011 |
| Spatial heterogeneity in aeolian erodibility: Uniform, topographic, geomorphic, and hydrologic hypotheses CS Zender, D Newman, O Torres Journal of Geophysical Research: Atmospheres 108 (D17), 2003 | 263 | 2003 |
| Probabilistic topic decomposition of an eighteenth‐century American newspaper DJ Newman, S Block Journal of the American Society for Information Science and Technology 57 (6 …, 2006 | 237 | 2006 |
| Topicnets: Visual analysis of large text corpora with topic modeling B Gretarsson, J O’donovan, S Bostandjiev, T Höllerer, A Asuncion, ... ACM Transactions on Intelligent Systems and Technology (TIST) 3 (2), 1-26, 2012 | 235 | 2012 |
| Statistical entity-topic models D Newman, C Chemudugunta, P Smyth Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006 | 234 | 2006 |
| Uci machine learning repository. irvine, ca: University of california, school of information and computer science A Asuncion, DJ Newman URL [http://www. ics. uci. edu/~ mlearn/MLRepository. html], 2007 | 209 | 2007 |
| Analyzing entities and topics in news articles using statistical topic models D Newman, C Chemudugunta, P Smyth, M Steyvers Intelligence and Security Informatics: IEEE International Conference on …, 2006 | 191 | 2006 |
