Chinese Chunking Algorithm Based on Cascaded Conditional Random Fields
Guanglu Sun1, Yuanchao Liu, Peili Qiao, Fei Lang
1School of Computer Science and Technology, Harbin University
Available Online December 2008.
- 10.2991/jcis.2008.100How to use a DOI?
- Chinese chunking, part-of-speech tagging, cascaded conditional random fields
This paper presents a new Chinese chunking algorithm based on cascaded conditional random fields. Conditional random fields solve the tagging problems well, while the cascaded models restrain the affection of part-of-speech errors. The experimental results show that this approach achieves impressive accuracy in terms of the F-score: 85.06%.
- © 2008, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Guanglu Sun AU - Yuanchao Liu AU - Peili Qiao AU - Fei Lang PY - 2008/12 DA - 2008/12 TI - Chinese Chunking Algorithm Based on Cascaded Conditional Random Fields BT - Proceedings of the 11th Joint Conference on Information Sciences (JCIS 2008) PB - Atlantis Press SP - 595 EP - 599 SN - 1951-6851 UR - https://doi.org/10.2991/jcis.2008.100 DO - 10.2991/jcis.2008.100 ID - Sun2008/12 ER -