TY - GEN
T1 - Research on Improved TBL based Japanese NER post-processing
AU - Jing, Wang
AU - Dequan, Zheng
AU - Tiejun, Zhao
PY - 2008
Y1 - 2008
N2 - An Improved TBL based post-processing approach is proposed for Japanese named entity recognition (NER) in this paper. Firstly, tuning rules are automatically acquired from the results of Japanese NER by error-driven learning. And then, the tuning rules are optimized according to given threshold conditions. After filtered, the rules are used to revise the results of Japanese NER. Above all, this approach could be used in special domains perfectly for its learning domain linguistic knowledge automatically. The learnt rules could not go over fit as well. The experimental results show that a high result can be achieved in precision for Japanese NER.
AB - An Improved TBL based post-processing approach is proposed for Japanese named entity recognition (NER) in this paper. Firstly, tuning rules are automatically acquired from the results of Japanese NER by error-driven learning. And then, the tuning rules are optimized according to given threshold conditions. After filtered, the rules are used to revise the results of Japanese NER. Above all, this approach could be used in special domains perfectly for its learning domain linguistic knowledge automatically. The learnt rules could not go over fit as well. The experimental results show that a high result can be achieved in precision for Japanese NER.
UR - https://www.scopus.com/pages/publications/51949096591
U2 - 10.1109/ALPIT.2008.109
DO - 10.1109/ALPIT.2008.109
M3 - 会议稿件
AN - SCOPUS:51949096591
SN - 9780769532738
T3 - Proceedings - ALPIT 2008, 7th International Conference on Advanced Language Processing and Web Information Technology
SP - 145
EP - 149
BT - Proceedings - ALPIT 2008, 7th International Conference on Advanced Language Processing and Web Information Technology
T2 - ALPIT 2008, 7th International Conference on Advanced Language Processing and Web Information Technology
Y2 - 23 July 2008 through 25 July 2008
ER -