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
- Editors:
- Dekang Lin, Michael Collins
- Venue:
- TACL
- SIG:
- Publisher:
- MIT Press
- Note:
- Pages:
- 75–88
- Language:
- URL:
- https://aclanthology.org/Q13-1007
- DOI:
- 10.1162/tacl_a_00211
- 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)
- PDF:
- https://preview.aclanthology.org/emnlp22-frontmatter/Q13-1007.pdf