Aron Culotta

Aron Culotta: Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages. Language Resources and Evaluation 47(1): 217-238 (2013)

Michael L. Wick, Khashayar Rohanimanesh, Kedar Bellare, Aron Culotta, Andrew McCallum: SampleRank: Training Factor Graphs with Atomic Gradients. ICML 2011: 777-784

Aron Culotta, Andy Liu, Mark Cordover, Bennett Borden, Sam Strickland: IT-Discovery at TREC 2010 Legal. TREC 2010

John D. Lafferty, Christopher K. I. Williams, John Shawe-Taylor, Richard S. Zemel, Aron Culotta (Eds.): Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada. Curran Associates, Inc. 2010

Aron Culotta: Detecting influenza outbreaks by analyzing Twitter messages. CoRR abs/1007.4748 (2010)

Michael L. Wick, Aron Culotta, Khashayar Rohanimanesh, Andrew McCallum: An Entity Based Model for Coreference Resolution. SDM 2009: 365-376

Yoshua Bengio, Dale Schuurmans, John D. Lafferty, Christopher K. I. Williams, Aron Culotta (Eds.): Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada. Curran Associates, Inc. 2009, isbn 9781615679119

Aron Culotta, Michael L. Wick, Robert Hall, Matthew Marzilli, Andrew McCallum: Canonicalization of database records using adaptive similarity measures. KDD 2007: 201-209

Aron Culotta, Michael L. Wick, Andrew McCallum: First-Order Probabilistic Models for Coreference Resolution. HLT-NAACL 2007: 81-88

Aron Culotta, Trausti T. Kristjansson, Andrew McCallum, Paul A. Viola: Corrective feedback and persistent learning for information extraction. Artif. Intell. 170(14-15): 1101-1122 (2006)

Michael L. Wick, Aron Culotta, Andrew McCallum: Learning Field Compatibilities to Extract Database Records from Unstructured Text. EMNLP 2006: 603-611

Aron Culotta, Andrew McCallum, Jonathan Betz: Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text. HLT-NAACL 2006

Aron Culotta, Andrew McCallum: Reducing Labeling Effort for Structured Prediction Tasks. AAAI 2005: 746-751

Aron Culotta, Andrew McCallum: Joint deduplication of multiple record types in relational data. CIKM 2005: 257-258

Trausti T. Kristjansson, Aron Culotta, Paul A. Viola, Andrew McCallum: Interactive Information Extraction with Constrained Conditional Random Fields. AAAI 2004: 412-418

Aron Culotta, Jeffrey S. Sorensen: Dependency Tree Kernels for Relation Extraction. ACL 2004: 423-429

Aron Culotta, Ron Bekkerman, Andrew McCallum: Extracting social networks and contact information from email and the Web. CEAS 2004