TY - GEN
T1 - HANS
T2 - 18th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2017
AU - Lee, Lung Hao
AU - Lee, Kuei Ching
AU - Tseng, Yuen Hsien
N1 - Publisher Copyright:
© Springer Nature Switzerland AG 2018.
PY - 2018
Y1 - 2018
N2 - A service-oriented architecture called as HANS is proposed to facilitate Chinese natural language processing. This unified framework seamlessly integrates fundamental NLP tasks including word segmentation, part-of-speech tagging, named entity recognition, chunking, paring, and semantic role labeling to enhance Chinese language processing functionality. A basic Chinese word segmentation task is used to illustrate the function of the proposed architecture. to demonstrate the effects. Evaluated benchmarks are taken from the SIGHAN 2005 bakeoff and the NLPCC 2016 shared task. We implement publicly released toolkits including Stanford CoreNLP, FudanNLP and CKIP as services in our HANS framework for performance comparison. Experimental results confirm the feasibility of the proposed architecture. Findings are also discussed to point to potential future developments.
AB - A service-oriented architecture called as HANS is proposed to facilitate Chinese natural language processing. This unified framework seamlessly integrates fundamental NLP tasks including word segmentation, part-of-speech tagging, named entity recognition, chunking, paring, and semantic role labeling to enhance Chinese language processing functionality. A basic Chinese word segmentation task is used to illustrate the function of the proposed architecture. to demonstrate the effects. Evaluated benchmarks are taken from the SIGHAN 2005 bakeoff and the NLPCC 2016 shared task. We implement publicly released toolkits including Stanford CoreNLP, FudanNLP and CKIP as services in our HANS framework for performance comparison. Experimental results confirm the feasibility of the proposed architecture. Findings are also discussed to point to potential future developments.
KW - Chinese natural language processing
KW - Chinese word segmentation
KW - Service-oriented architecture
UR - http://www.scopus.com/inward/record.url?scp=85055435146&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85055435146&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-77113-7_11
DO - 10.1007/978-3-319-77113-7_11
M3 - Conference contribution
AN - SCOPUS:85055435146
SN - 9783319771120
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 134
EP - 142
BT - Computational Linguistics and Intelligent Text Processing - 18th International Conference, CICLing 2017, Revised Selected Papers
A2 - Gelbukh, Alexander
PB - Springer Verlag
Y2 - 17 April 2017 through 23 April 2017
ER -