CIIR publications authored by Aron Culotta

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-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-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-576: (2007) Culotta, A.,  McCallum, A.,  Selman, B. and Sabharwal, A., "Sparse Message Passing Algorithms for Weighted Maximum Satisfiability," presented at North East Student Colloquium on Artificial Intelligence (NESCAI), Ithaca, NY. [View Abstract] [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-537: (2006) Culotta, A.,  Kristjansson, T.,  McCallum, A. and Viola, P., "Corrective Feedback and Persistent Learning for Information Extraction," Artificial Intelligence. 170:1101-1122. 2006. [View Abstract] [View bibtex]

IR-523: (2006) Culotta, A. and McCallum, A., "Tractable Learning and Inference with High-Order Representations. ," an ICML Workshop on Open Problems in Statistical Relational Learning. Pittsburgh, PA. 2006. [View Abstract] [View bibtex]

IR-496: (2006) Culotta, A. and McCallum, A., "Practical Markov logic containing first-order quantifiers with application to identity uncertainty," the Proceedings of HLT Workshop on Computationally Hard Problems and Joint Inference in Speech and Language Processing, pp.41-48. [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]

IR-494: (2006) Culotta, A.,  McCallum, A. and Betz, J., "Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text," Proceedings of HLT 2006, pp.296-303. [View Abstract] [View bibtex]

IR-443: (2005) Culotta, A. and McCallum, A., "A Conditional Model of Deduplication for Multi-type Relational Data ," CIIR Technical Report. [View Abstract] [View bibtex]

IR-430: (2005) Culotta, A. and McCallum, A., "Practical Markov Logic Containing First-Order Quantifiers with Application to Identity Uncertainty," CIIR Technical Report. [View Abstract] [View bibtex]

IR-419: (2005) Culotta, A.,  Kulp, D. and McCallum, A., "Gene prediction with conditional random fields," CIIR Technical Report, April, 2005. [View Abstract] [View bibtex]

IR-414: (2005) Culotta, A. and McCallum, A., "Reducing labeling effort for structured prediction tasks," Proceedings of the American Association of Artificial Intelligence (AAAI05) pp. 746-751. [View Abstract] [View bibtex]

IR-411: (2005) Culotta, A. and McCallum, A., "Joint Deduplication of Multiple Record Types in Relational Data," Proceedings of ACM Fourteenth Conference on Information and Knowledge Management (CIKM), pp. 257-258. [View Abstract] [View bibtex]

IR-374: (2004) Culotta, A.,  Bekkerman, R. and McCallum, A., "Extracting social networks and contact information from email and the Web," the electronic Proceedings of the First Conference on Email and Spam (CEAS), [View Abstract] [View bibtex]

IR-353: (2004) Culotta, A. and McCallum, A., "Confidence Estimation for Information Extraction," Proceedings of HLT-NAACL 2004, presented as a poster, pp. 109-112. [View Abstract] [View bibtex]

IR-335: (2004) Kristjansson, T.,  Culotta, A.,  Viola, P. and McCallum, A., "Interactive Information Extraction with Constrained Conditional Random Fields," Proceedings of the Sixteenth Innovative Applications of AI Conference (AAAI 2004),pp. 412-418. [View Abstract] [View bibtex]