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2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology
An Architecture for Bootstrapping Lexical Semantics and Grammatical Structures
Lyon, France
August 22-August 27
ISBN: 978-0-7695-4513-4
| ASCII Text | x | ||
| Tom Armstrong, Tim Oates, "An Architecture for Bootstrapping Lexical Semantics and Grammatical Structures," Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on, vol. 3, pp. 155-158, 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2011. | |||
| BibTex | x | ||
| @article{ 10.1109/WI-IAT.2011.188, author = {Tom Armstrong and Tim Oates}, title = {An Architecture for Bootstrapping Lexical Semantics and Grammatical Structures}, journal ={Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on}, volume = {3}, year = {2011}, isbn = {978-0-7695-4513-4}, pages = {155-158}, doi = {http://doi.ieeecomputersociety.org/10.1109/WI-IAT.2011.188}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on TI - An Architecture for Bootstrapping Lexical Semantics and Grammatical Structures SN - 978-0-7695-4513-4 SP155 EP158 A1 - Tom Armstrong, A1 - Tim Oates, PY - 2011 KW - lexical learning KW - natural language learning KW - bootstrap learning VL - 3 JA - Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on ER - | |||
Computational approaches to language acquisition typically reduce the problem to one of either learning syntax, or learning a lexicon -- isolated tasks. These problem simplifications have led to disconnected solutions and algorithms with no expectation of grounded inputs. We propose a language learning framework for bootstrapping the acquisition of a grammar and learning lexical semantics. We describe the framework and provide an instantiation using context-free grammars and a lambda-calculus semantic representation.
Index Terms:
lexical learning, natural language learning, bootstrap learning
Citation:
Tom Armstrong, Tim Oates, "An Architecture for Bootstrapping Lexical Semantics and Grammatical Structures," wi-iat, vol. 3, pp.155-158, 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2011
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