Title :
Performance evaluation for spoken language of a syntactic analysis method using inductive learning
Author :
Masatomi, Yoshiyuki ; Araki, Kenji ; Tochinai, Koji
Author_Institution :
Graduate Sch. of Eng., Hokkaido Univ., Japan
Abstract :
In this paper, we propose a syntactic analysis method using inductive learning from examples. In our proposed method, the system acquires the parsing rules using the examples of parsing result. And the system parses Japanese sentences using the acquired parsing rules. We consider that our proposed method can resolve problems of the rule-based approach and the example based approach. Moreover, we consider that this method can be applied to the other languages. We performed the experiment using transcripts of simulated spoken dialogue corpus. We consider the result of experiment about the ability of our proposed method
Keywords :
grammars; knowledge based systems; learning by example; natural language interfaces; Japanese sentences; example based approach; inductive learning from examples; parsing rules; performance evaluation; rule-based approach; simulated spoken dialogue corpus; spoken language; syntactic analysis method; Decision trees; Natural language processing; Natural languages; Performance analysis; Speech; Statistical analysis; Tree data structures;
Conference_Titel :
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location :
Tucson, AZ
Print_ISBN :
0-7803-7087-2
DOI :
10.1109/ICSMC.2001.973524