Collin F. Baker
Research Fellow · Computational Lexical Semantics
University of California, BerkeleyAbout
Collin F. Baker is a Senior Researcher at the International Computer Science Institute (ICSI), focusing on Artificial Intelligence. He has served as project manager for the FrameNet project since 2000, collaborating with Charles J. Fillmore (UC Berkeley), and leads the MetaNet project. He earned his PhD in Linguistics from UC Berkeley in 1999.
Education:
- PhD in Linguistics, UC Berkeley, 1999
Research Interests: Computational lexical semantics, frame semantics, construction grammar, natural language processing, and computational linguistics. His work bridges linguistic theory and computational applications, particularly through semantic knowledge bases like FrameNet.
Awards & Recognition:
- Antonio Zampolli Prize (2012) from the European Language Resources Association
- Google Research Award (2013)
Grants & Projects: Secured funding for scaling FrameNet's NLP applications. Actively manages multi-year projects at ICSI, coordinating teams in linguistics and AI.
Labs/Teams: Core contributor to FrameNet and MetaNet projects, advancing semantic frameworks for computational linguistics.
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