Abstract
We develop parsing oracles for two transition-based dependency parsers, including the arc-standard parser, solving a problem that was left open in (Goldberg and Nivre, 2013). We experimentally show that using these oracles during training yields superior parsing accuracies on many languages.- Anthology ID:
- Q14-1010
- Volume:
- Transactions of the Association for Computational Linguistics, Volume 2
- Month:
- Year:
- 2014
- Address:
- Cambridge, MA
- Editors:
- Dekang Lin, Michael Collins, Lillian Lee
- Venue:
- TACL
- SIG:
- Publisher:
- MIT Press
- Note:
- Pages:
- 119–130
- Language:
- URL:
- https://aclanthology.org/Q14-1010
- DOI:
- 10.1162/tacl_a_00170
- Cite (ACL):
- Yoav Goldberg, Francesco Sartorio, and Giorgio Satta. 2014. A Tabular Method for Dynamic Oracles in Transition-Based Parsing. Transactions of the Association for Computational Linguistics, 2:119–130.
- Cite (Informal):
- A Tabular Method for Dynamic Oracles in Transition-Based Parsing (Goldberg et al., TACL 2014)
- PDF:
- https://preview.aclanthology.org/nschneid-patch-3/Q14-1010.pdf
- Data
- Penn Treebank