A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy

Jinlong Zhou, Xipeng Qiu, Xuanjing Huang


Anthology ID:
I11-1008
Volume:
Proceedings of 5th International Joint Conference on Natural Language Processing
Month:
November
Year:
2011
Address:
Chiang Mai, Thailand
Editors:
Haifeng Wang, David Yarowsky
Venue:
IJCNLP
SIG:
Publisher:
Asian Federation of Natural Language Processing
Note:
Pages:
65–74
Language:
URL:
https://aclanthology.org/I11-1008
DOI:
Bibkey:
Cite (ACL):
Jinlong Zhou, Xipeng Qiu, and Xuanjing Huang. 2011. A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy. In Proceedings of 5th International Joint Conference on Natural Language Processing, pages 65–74, Chiang Mai, Thailand. Asian Federation of Natural Language Processing.
Cite (Informal):
A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy (Zhou et al., IJCNLP 2011)
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PDF:
https://aclanthology.org/I11-1008.pdf