Aron Culotta
current affiliationTulane University, New Orleans, United States
Aron Culotta has 2 papers on this site, in 2004–2007, most of them on Coreference resolution, Information extraction; often with Andrew McCallum, Jeffrey Sorensen, Michael Wick.
OpenAlex · ORCID · h-index 36 · 129 works · 5 546 citations OpenAlex, 2026-10-14
Affiliations
- Tulane University · New Orleans, United States — current · 2020–2026 on 25 papers
- Northeastern Illinois University · Chicago, United States — 2014–2021 on 2 papers
- Illinois Institute of Technology · Chicago, United States — 2013–2020 on 35 papers
- Southeastern Louisiana University · Hammond, United States — 2010–2012 on 5 papers
- University of Massachusetts Amherst · Amherst Center, United States — 2004–2009 on 18 papers
Topics
Papers
- Dependency Tree Kernels for Relation Extraction (2004 · 998 citations)
The paper addresses relation extraction: deciding whether two already-tagged entity mentions in one sentence are linked by a relation, and which relation it is. - First-Order Probabilistic Models for Coreference Resolution (2007 · 212 citations)
Most machine-learned coreference systems judge noun phrase mentions two at a time. This means they cannot use evidence about a whole entity cluster, such as a ban on clusters made only of pronouns. Culotta, Wick and McCallum let a maximum-entropy model score entire sets of mentions. This gives a first-order…
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