An HDP Model for Inducing Combinatory Categorial Grammars

Yonatan Bisk, Julia Hockenmaier


Abstract
We introduce a novel nonparametric Bayesian model for the induction of Combinatory Categorial Grammars from POS-tagged text. It achieves state of the art performance on a number of languages, and induces linguistically plausible lexicons.
Anthology ID:
Q13-1007
Volume:
Transactions of the Association for Computational Linguistics, Volume 1
Month:
Year:
2013
Address:
Cambridge, MA
Venue:
TACL
SIG:
Publisher:
MIT Press
Note:
Pages:
75–88
Language:
URL:
https://aclanthology.org/Q13-1007
DOI:
10.1162/tacl_a_00211
Bibkey:
Cite (ACL):
Yonatan Bisk and Julia Hockenmaier. 2013. An HDP Model for Inducing Combinatory Categorial Grammars. Transactions of the Association for Computational Linguistics, 1:75–88.
Cite (Informal):
An HDP Model for Inducing Combinatory Categorial Grammars (Bisk & Hockenmaier, TACL 2013)
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PDF:
https://aclanthology.org/Q13-1007.pdf
Video:
 https://aclanthology.org/Q13-1007.mp4