Abstract
Recent embedding-based methods in bilingual lexicon induction show good results, but do not take advantage of orthographic features, such as edit distance, which can be helpful for pairs of related languages. This work extends embedding-based methods to incorporate these features, resulting in significant accuracy gains for related languages.- Anthology ID:
- P18-2062
- Volume:
- Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Month:
- July
- Year:
- 2018
- Address:
- Melbourne, Australia
- Editors:
- Iryna Gurevych, Yusuke Miyao
- Venue:
- ACL
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 390–394
- Language:
- URL:
- https://aclanthology.org/P18-2062
- DOI:
- 10.18653/v1/P18-2062
- Cite (ACL):
- Parker Riley and Daniel Gildea. 2018. Orthographic Features for Bilingual Lexicon Induction. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 390–394, Melbourne, Australia. Association for Computational Linguistics.
- Cite (Informal):
- Orthographic Features for Bilingual Lexicon Induction (Riley & Gildea, ACL 2018)
- PDF:
- https://preview.aclanthology.org/add_acl24_videos/P18-2062.pdf