IR-826: (2011) Wick, M., Rohanimanesh, K., Bellare, K., Culotta, A. and McCallum, A., "SampleRank: Training Factor Graphs with Atomic Gradients," Proceecings of the International Conference on Machine Learning (ICML), pp. 777-784. [View Abstract] [View bibtex]
IR-730: (2009) Bellare, K. and McCallum, A., "Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment ," Proceedings of Empirical Methods in Natural Language Processing (EMNLP'09), pp.131-140. [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-640: (2007) Bellare, K., Talukdar, P., Kumaran, G., Pereira, F., Liberman, M., McCallum, A. and Dredze, M., "Lightly-Supervised Attribute Extraction for Web Search," NIPS 2007 Workshop on Machine Learning for Web Search, Whistler, BC, Canada, December 7, 2007. [View Abstract] [View bibtex]
IR-619: (2007) Bellare, K. and McCallum, A., "Learning Extractors from Unlabeled Text using Relevant Databases," Proceedings of the AAAI Workshop on Information Integration on the Web (IIWeb-AAAI'07). [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-437: (2005) McCallum, A., Bellare, K. and Pereira, F., "A Conditional Random Field for Discriminatively-trained Finite-state String Edit Distance," the Proceedings of the 21st Conference on Uncertainty in AI (UAI-2005), pp. 388-395. [View Abstract] [View bibtex]