CIIR publications authored by Gregory A Druck


Hidden IR-878: (2012) Singh, S.,  Druck, G. and McCallum, A., "Constraint-Driven Training of Complex Models Using MCMC," PERMANENTLY HIDDEN _ submitted to the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 12), Montreal, Quebec, June 3-8, 2012. [View Abstract] [View bibtex]

IR-848: (2011) Druck, G. and McCallum, A., "Toward Interactive Training and Evaluation," Proceedings of the 20th ACM Conference on Information and Knowledge Management, pp. 947-956. [View Abstract] [View bibtex]

Hidden IR-772: (2010) Druck, G. and McCallum, A., "Optimal Active Learning," CIIR Technical Report. [View Abstract] [View bibtex]

IR-771: (2010) Druck, G. and McCallum, A., "High-Performance Semi-Supervised Learning using Discriminatively Constrained Generative Models," Proceedings of the 27th International Conference on Machine Learning (ICML 2010), pp. 319-326. [View Abstract] [View bibtex]

IR-729: (2009) Druck, G.,  Settles, B. and McCallum, A., "Active Learning by Labeling Features," Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 09), pp. 81-90. [View Abstract] [View bibtex]

IR-728: (2009) Bellare, K.,  Druck, G. and McCallum, A., "Alternating Projections for Learning with Expectation Constraints ," Proceedings of the Conference on Uncertainty in Artificial Intelligence UAI'09, pp. 35-42. [View Abstract] [View bibtex]

IR-724: (2009) Druck, G.,  Mann, G. and McCallum, A., "Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria," Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (ACL 2009), pp. 360-368. [View Abstract] [View bibtex]

IR-674: (2008) Druck, G.,  Miklau, G. and McCallum, A., "Learning to Predict the Quality of Contributions to Wikipedia," Proceedings of the AAAI Workshop on Wikipedia and Artificial Intelligence, Chicago, IL, pp. 7-12. [View Abstract] [View bibtex]

IR-660: (2008) Druck, G.,  Mann, G. and McCallum, A., "Learning from Labeled Features using Generalized Expectation Criteria," Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 595-602. [View Abstract] [View bibtex]

IR-634: (2007) Druck, G.,  Mann, G. and McCallum, A., "Leveraging Existing Resources using Generalized Expectation Criteria," Workshop on Principles of Learning Problem Design at the Twenty-First Annual Conference on Neural Information Processing Systems, Whistler, BC, Canada, December 7-8, 2007. [View Abstract] [View bibtex]

IR-610: (2007) Druck, G.,  Pal, C.,  Zhu, X. and McCallum, A., "Semi-Supervised Classification with Hybrid Generative/Discriminative Methods," Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2007), pp. 280-289. [View Abstract] [View bibtex]