Aron Culotta

Aron Culotta is a person.

• See: Graphical Model Training.

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References

• Personal Homepage: http://www2.selu.edu/Academics/Faculty/aculotta/
• DBLP Page: http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/c/Culotta:Aron.html
• http://scholar.google.com/scholar?q=%22Aron+Culotta%22

2009

• (Wick et al., 2009) ⇒ Michael Wick, Aron Culotta, Khashayar Rohanimanesh, and Andrew McCallum. (2009). “An Entity Based Model for Coreference Resolution.” In: Proceedings of the SIAM International Conference on Data Mining (SDM 2009).

2007

• (Culotta et al., 2007a) ⇒ Aron Culotta, Michael Wick, Robert Hall, and Andrew McCallum. (2007). “First-Order Probabilistic Models for Coreference Resolution.” In: Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics (HLT-NAACL 2007).
• (Culotta et al., 2007b) ⇒ Aron Culotta, Michael Wick, Robert Hall, Matthew Marzilli, and Andrew McCallum. (2007). “Canonicalization of Database Records using Adaptive Similarity Measures.” In: Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2007).

2006

• (Culotta et al., 2006) ⇒ Aron Culotta, Andrew McCallum, and Jonathan Betz. (2006). “Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text.” In: Proceedings of HLT-NAACL 2006.

2005

• (Culotta et al., 2005) ⇒ Aron Culotta, David Kulp, and Andrew McCallum. (2005). “Gene Prediction with Conditional Random Fields.” University of Massachusetts, Amherst, Tech. Rep. UM-CS-2005-028.
• (Culotta & McCallum, 2005) ⇒ Aron Culotta, and Andrew McCallum. (2005). “Reducing Labeling Effort for Structured Prediction Tasks.” In: Proceedings of the 20th national conference on Artificial intelligence (AAAI 2005).

2004

• (Culotta & Sorensen, 2004) ⇒ Aron Culotta, and Jeffrey S. Sorensen. (2004). “Dependency Tree Kernels for Relation Extraction.” In: Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL 2004). doi:10.3115/1218955.1219009
• (Culotta & McCallum, 2004) ⇒ Aron Culotta, and Andrew McCallum. (2004). “Confidence Estimation for Information Extraction.” In: Proceedings of HLT-NAACL (NAACL 2004).
• (Culotta et al., 2004) ⇒ Aron Culotta, Ron Bekkerman, and Andrew McCallum. (2004). “Extracting Social Networks and Contact Information from Email and the Web.” In: Proceedings of the Conference on Email and Spam (CEAS 2004).
• (Kristjansson, 2004) ⇒ Trausti Kristjansson, Aron Culotta, Paul Viola, and Andrew McCallum. (2004). “Interactive Information Extraction with Constrained Conditional Random Fields.” In: Proceedings of the 19th national conference on Artifical Intelligence (AAAI 2004).
  • A. McCallum's summary: (Help a user interactively correct the results of extraction by providing uncertainty cues in the UI, and by using constrained Viterbi to automatically make additional corrections after the first human correction.)

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