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-678: (2008) Mann, G. and McCallum, A., "Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields," in the Proceedings of Association of Computational Linguistics, (ACL), pp. 870-878. [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-607: (2007) Pal, C., Mann, G. and Minerich, R., "Putting Semantic Information Extraction on the Map: Noisy Label Models for Fact Extraction," Sixth International Workshop on Information Integration on the Web (IIWeb-07), in conjunction with AAAI-07, July 23, 2007, Vancouver, Canada. [View Abstract] [View bibtex]
IR-598: (2007) Mann, G., "Multi-document Relationship Fusion via Constraints on Probabilistic Databases," Proceedings of the Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2007),pp. 332-339. [View Abstract] [View bibtex]
IR-582: (2007) Ganchev, K., Crammer, K., Pereira, F., Mann, G., Bellare, K., McCallum, A., Carroll, S., Jin, Y. and White, P., "Penn/UMass/CHOP BiocreativeII Systems," in the Proceedings of the Biocreative II Workshop, pp. 119 - 124. [View Abstract] [View bibtex]
IR-581: (2007) Mann, G. and McCallum, A., "Simple, Robust, Scalable Semi-supervised Learning via Expectation Regularization," in the Proceedings of the International Conference on Machine Learning, pp. 593-600. [View Abstract] [View bibtex]
IR-580: (2007) Mann, G. and McCallum, A., "Efficient Computation of Entropy Gradient for Semi-Supervised Conditional Random Fields," Proceedings of the Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2007), pp. 109-112. [View Abstract] [View bibtex]
IR-501: (2006) Mann, G., "Cascaded Information Synthesis for Timeline Construction," CIIR Technical Report. [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]