CIIR publications authored by David Mimno


IR-893: (2012) Bakalov, A.,  McCallum, A.,  Wallach, H. and Mimno, D., "Topic Models for Taxonomies," Proceedings of the Joint Conference on Digital Libraries (JCDL 2012), pp. 237-240. [View Abstract] [View bibtex]

IR-850: (2011) Talley, E.,  Newman, D.,  Mimno, D.,  Herr, B.,  Wallach, H.,  Burns, G.,  Leenders, M. and McCallum, A., "Database of NIH grants using machine-learned categories and graphical clustering," Nature Methods 8, 443–444 (2011). [View Abstract] [View bibtex]

IR-794: (2010) Mimno, D.,  Wallach, H.,  Talley, E.,  Leenders, M. and McCallum, A., "Optimizing Semantic Coherence in Topic Models," Proceedings of the Conference on Empirical Methods in Natural Language Processing, July 27–31, 2011, Edinburgh, Scotland, UK. [View Abstract] [View bibtex]

IR-741: (2009) Wallach, H.,  Mimno, D. and McCallum, A., "Rethinking LDA: Why Priors Matter," Proceedings of the 23rd Annual Conference on Neural Information Processing Systems, pp. 1973-1981. [View Abstract] [View bibtex]

IR-740: (2009) Mimno, D.,  Wallach, H.,  Naradowsky, J.,  Smith, D. and McCallum, A., "Polylingual Topic Models," Proceedings of EMNLP 2009, pp. 880-889. [View Abstract] [View bibtex]

IR-721: (2009) Yao, L.,  Mimno, D. and McCallum, A., "Efficient Methods for Topic Model Inference on Streaming Document Collections," The 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp. 937-946. [View Abstract] [View bibtex]

IR-713: (2009) Wallach, H.,  Murray, I.,  Salakhutdinov, R. and Mimno, D., "Evaluation Methods for Topic Models," Proceedings of the 26rd International Conference on Machine Learning, pp.1105-1112. [View Abstract] [View bibtex]

IR-696: (2008) Mimno, D.,  Wallach, H. and McCallum, A., "Gibbs Sampling for Logistic Normal Topic Models with Graph-Based Priors," NIPS workshop on graph mining, Whistler, BC, December 12, 2008. [View Abstract] [View bibtex]

IR-666: (2008) Mimno, D. and McCallum, A., "Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression," Proceedings of Uncertainty in Artificial Intelligence (UAI), pp. 411-418. [View Abstract] [View bibtex]

IR-633: (2007) Mimno, D.,  Wallach, H. and McCallum, A., "Community-based Link Prediction," a workshop at NIPS 2007, Vancouver CA, December, 2007. [View Abstract] [View bibtex]

IR-605: (2007) Mimno, D. and McCallum, A., "Expertise Modeling for Matching Papers with Reviewers," Proceedings of KDD 2007, pp. 500-509. [View Abstract] [View bibtex]

IR-587: (2007) Mimno, D.,  Li, W. and McCallum, A., "Mixtures of Hierarchical Topics with Pachinko Allocation," Proceedings of ICML 2007, Corvallis, OR, PP. 633-640. [View Abstract] [View bibtex]

IR-574: (2007) Mimno, D. and McCallum, A., "Mining a digital library for influential authors," Proceedings of the ACM IEEE Joint Conference on Digital Libraries (JCDL 2007), pp. 105-106. [View Abstract] [View bibtex]

IR-571: (2007) Mimno, D. and McCallum, A., "Organizing the OCA: Learning faceted subjects from a library of digital books," Proceedings of the ACM IEEE Joint Conference on Digital Libraries (JCDL 2007), PP. 376-385. [View Abstract] [View bibtex]

IR-476: (2006) Mann, G.,  Mimno, D. and McCallum, A., "Bibliometric Impact Measures Leveraging Topic Analysis," the Proceedings of the Joint Conference on Digital Libraries, pp. 65-74. [View Abstract] [View bibtex]