IR-971: (2013) Singh, S., Yao, L., Belanger, D., Kobren, A., Anzaroot, S., Wick, M., Passos, A., Pandya, H., Choi, J., Martin, B. and McCallum, A., "Universal Schema for Slot Filling and Cold Start: UMass IESL at TACKBP 2013," TACKBP 2013 Workshop, November 18-19, 2013. National Institute of Standards and Technology Gaithersburg, Maryland USA. [View Abstract] [View bibtex]
IR-963: (2013) Wick, M., Singh, S., Pandya, H. and McCallum, A., "A Joint Model for Discovering and Linking Entities," AKBC Workshop (at CIKM) 2013. [View Abstract] [View bibtex]
IR-962: (2013) Wick, M., Singh, S., Kobren, A. and McCallum, A., "Assessing Confidence of Knowledge Base Content with an Experimental Study in Entity Resolution," Proceedings of CIKM 2013 Workshop on Automated Knowledge Base Construction (AKBC). pp. 13-18. [View Abstract] [View bibtex]
IR-894: (2012) Singh, S., Wick, M. and McCallum, A., "Monte Carlo MCMC: Efficient Inference by Sampling Factors," a workshop presented at the NAACL Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction (AKBC-WEKEX 2012), Montreal, Canada, June 7-8, 2012. [View Abstract] [View bibtex]
IR-888: (2012) Singh, S., Wick, M. and McCallum, A., "Monte Carlo MCMC: Efficient Inference by Approximate Sampling," Proceedings of the Conference on Empirical Methods in Natural Language Processing and Natural Language Learning (EMNLP-CONLL) 2012, pp. 1104-1113. [View Abstract] [View bibtex]
IR-869: (2012) Wick, M., Singh, S. and McCallum, A., "A Discriminative Hierarchical Model for Fast Coreference at Large Scale," Proceedings of the Association for Computational Linguistics (ACL 2012), pp. 379-388. [View Abstract] [View bibtex]
IR-855: (2011) Wick, M. and McCallum, A., "Query-Aware MCMC," Proceedings of Neural Information Processing Systems (NIPS), pp. 2564-2572. [View Abstract] [View bibtex]
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-779: (2010) Wick, M., McCallum, A. and Miklau, G., "Scalable Probabilistic Databases with Factor Graphs and MCMC," Proceedings of VLDB, pp. 794-804. [View Abstract] [View bibtex]
IR-746: (2009) Wick, M., Rohanimanesh, K., Singh, S. and McCallum, A., "Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference," Neural Information Processing Systems (NIPS), pp. 2044-2052. [View Abstract] [View bibtex]
IR-727: (2008) Rohanimanesh, K., Wick, M., Singh, S. and McCallum, A., "MAP inference in Large Factor Graphs with Reinforcement Learning," University of Massachusetts Technical Report #UM-CS-2008-040 Amherst, MA. 2008. [View Abstract] [View bibtex]
IR-726: (2009) Rohanimanesh, K., Wick, M. and McCallum, A., "Inference and Learning in Large Factor Graphs with Adaptive Proposal Distributions and a Rank-based Objective," CIIR Technical Report, CMPSCI Technical Report UM-CS-2009-008. [View Abstract] [View bibtex]
IR-700: (2009) Wick, M., Culotta, A., Rohanimanesh, K. and McCallum, A., "An Entity Based Model for Coreference Resolution," SIAM International Conference on Data Mining (SDM), online proceedings only #36. [View Abstract] [View bibtex]
IR-697: (2008) McCallum, A., Rohanimanesh, K., Wick, M., Schultz, K. and Singh, S., "FACTORIE: Efficient Probabilistic Programming via Imperative Declarations of Structure, Inference and Learning," NIPS workshop on Probabilistic Programming, Vancouver, B.C., Canada, 2008. [View Abstract] [View bibtex]
IR-684: (2008) Wick, M., Rohanimanesh, K., Schultz, K. and McCallum, A., "A Unified Approach for Schema Matching, Coreference and Canonicalization," Proceedings of the 14th ACM SIGKDD international conference on Knowledge Discovery and Data Mining (KDD), Las Vegas, Nevada, pp. 722-730. [View Abstract] [View bibtex]
IR-683: (2008) Wick, M., Rohanimanesh, K. and McCallum, A., "A Discriminative Approach to Ontology Alignment," in the electronic Proceedings of the International Workshop on New Trends in Information Integration (NTII) at the conference for Very Large Databases (VLDB), Auckland, New Zealand, 2008. [View Abstract] [View bibtex]
IR-602: (2007) Culotta, A., Wick, M., Hall, R., Marzilli, M. and McCallum, A., "Canonicalization of Database Records using Adaptive Similarity Measures," Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 07),pp. 201-209. [View Abstract] [View bibtex]
IR-601: (2007) Culotta, A., Kanani, P., Hall, R., Wick, M. and McCallum, A., "Author Disambiguation using Error-driven Machine Learning with a Ranking Loss Function," a workshop at the Sixth International Workshop on Information Integration on the Web (IIWeb-07, Vancouver, Canada. [View Abstract] [View bibtex]
IR-583: (2007) Wick, M., Ross, M. and Learned-Miller, E., "Context-Sensitive Error Correction: Using Topic Models to Improvev OCR," in the Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR), pp.1168-1172. [View bibtex]
IR-540: (2006) Culotta, A., Wick, M. and McCallum, A., "First-Order Probabilistic Models for Coreference Resolution," in the Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2007),pp. 81-88. [View Abstract] [View bibtex]
IR-495: (2006) Wick, M., Culotta, A. and McCallum, A., "Learning Field Compatibilities to Extract Database Records from Unstructured Text," the Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing(EMNLP 2006), pp. 603-611. [View Abstract] [View bibtex]