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» Computational Models of Language Acquisition

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ACL
2012

155views Computational Linguistics» more ACL 2012»

Exploiting Social Information in Grounded Language Learning via Grammatical Reduction

11 years 10 months ago

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This paper uses an unsupervised model of grounded language acquisition to study the role that social cues play in language acquisition. The input to the model consists of (orthogr...

Mark Johnson, Katherine Demuth, Michael C. Frank

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ACL
2009

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Learning Semantic Correspondences with Less Supervision

13 years 5 months ago

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A central problem in grounded language acquisition is learning the correspondences between a rich world state and a stream of text which references that world state. To deal with ...

Percy Liang, Michael I. Jordan, Dan Klein

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AAAI
1994

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Lexical Acquisition in the Presence of Noise and Homonymy

13 years 8 months ago

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This paper conjectures a computational account of how children might learn the meanings of words in their native language. First, a simplified version of the lexical acquisition t...

Jeffrey Mark Siskind

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EACL
2009
ACL Anthology

162views Natural Language Processing» more EACL 2009»

Modelling Early Language Acquisition Skills: Towards a General Statistical Learning Mechanism

14 years 8 months ago