Code-Switched Named Entity Recognition with Embedding Attention

Changhan Wang, Kyunghyun Cho, Douwe Kiela

Abstract
We describe our work for the CALCS 2018 shared task on named entity recognition on code-switched data. Our system ranked first place for MS Arabic-Egyptian named entity recognition and third place for English-Spanish.
Anthology ID:
W18-3221
Volume:
Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching
Month:
July
Year:
2018
Address:
Melbourne, Australia
Editors:
Gustavo Aguilar, Fahad AlGhamdi, Victor Soto, Thamar Solorio, Mona Diab, Julia Hirschberg
Venue:
ACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
154–158
Language:
URL:
https://aclanthology.org/W18-3221
DOI:
10.18653/v1/W18-3221
Bibkey:
Cite (ACL):
Changhan Wang, Kyunghyun Cho, and Douwe Kiela. 2018. Code-Switched Named Entity Recognition with Embedding Attention. In Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching, pages 154–158, Melbourne, Australia. Association for Computational Linguistics.
Cite (Informal):
Code-Switched Named Entity Recognition with Embedding Attention (Wang et al., ACL 2018)
Copy Citation:
PDF:
https://preview.aclanthology.org/nschneid-patch-4/W18-3221.pdf
PDF Search