Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks

Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin


Anthology ID:
K15-1009
Volume:
Proceedings of the Nineteenth Conference on Computational Natural Language Learning
Month:
July
Year:
2015
Address:
Beijing, China
Venue:
CoNLL
SIG:
SIGNLL
Publisher:
Association for Computational Linguistics
Note:
Pages:
83–93
Language:
URL:
https://aclanthology.org/K15-1009
DOI:
10.18653/v1/K15-1009
Bibkey:
Cite (ACL):
Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, and Timothy Baldwin. 2015. Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks. In Proceedings of the Nineteenth Conference on Computational Natural Language Learning, pages 83–93, Beijing, China. Association for Computational Linguistics.
Cite (Informal):
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks (Qu et al., CoNLL 2015)
Copy Citation:
PDF:
https://preview.aclanthology.org/fix-dup-bibkey/K15-1009.pdf
Data
CoNLL 2003Penn Treebank