TY - GEN
T1 - ACBiMA
T2 - 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015
AU - Huang, Ting Hao Kenneth
AU - Chen, Yun Nung
AU - Kong, Lingpeng
N1 - Publisher Copyright:
© 2015 Proceedings of the 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - co-located with 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ACL IJCNLP 2015. All rights reserved.
PY - 2015
Y1 - 2015
N2 - While morphological information has been demonstrated to be useful for various Chinese NLP tasks, there is still a lack of complete theories, category schemes, and toolkits for Chinese morphology. This paper focuses on the morphological structures of Chinese bi-character words, where a corpus were collected based on a welldefined morphological type scheme covering both Chinese derived words and compound words. With the corpus, a morphological analyzer is developed to classify Chinese bi-character words into the defined categories, which outperforms strong baselines and achieves about 66% macro F-measure for compound words, and effectively covers derived words.
AB - While morphological information has been demonstrated to be useful for various Chinese NLP tasks, there is still a lack of complete theories, category schemes, and toolkits for Chinese morphology. This paper focuses on the morphological structures of Chinese bi-character words, where a corpus were collected based on a welldefined morphological type scheme covering both Chinese derived words and compound words. With the corpus, a morphological analyzer is developed to classify Chinese bi-character words into the defined categories, which outperforms strong baselines and achieves about 66% macro F-measure for compound words, and effectively covers derived words.
UR - http://www.scopus.com/inward/record.url?scp=85039147271&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85039147271&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85039147271
T3 - Proceedings of the 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - co-located with 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ACL IJCNLP 2015
SP - 26
EP - 31
BT - Proceedings of the 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - co-located with 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ACL IJCNLP 2015
A2 - Yu, Liang-Chih
A2 - Sui, Zhifang
A2 - Zhang, Yue
A2 - Ng, Vincent
PB - Association for Computational Linguistics (ACL)
Y2 - 30 July 2015 through 31 July 2015
ER -