Title :
Enabling answer validation by logic form reasoning in Chinese question answering
Author :
Zhang, Yi ; Zhang, DongMo
Author_Institution :
Dept. of Comput. Sci. & Eng., Shanghai Jiao Tong Univ., China
Abstract :
We present a logic approach for answer validation in Chinese question answering (QA). The idea of logic form representation has been used successfully in English QA. Our work extends the LF representation for Chinese. A rule based logic form transformation (LFT) algorithm is introduced and implemented. Lexical knowledge extraction from HowNet for logic proving is discussed. The answer validation algorithm based on LFT is illustrated. An experiment on LFT is performed and reported. Finally, the possibility of cross-lingual QA based on LFT is also prospected.
Keywords :
computational linguistics; formal logic; inference mechanisms; information retrieval; knowledge acquisition; natural language interfaces; Chinese question answering; HowNet; answer validation; cross-lingual QA; lexical knowledge extraction; logic form reasoning; logic proving; rule based logic form transformation algorithm; Bridges; Computer science; Dictionaries; Filters; Logic; NIST; Natural language processing; Natural languages; Taxonomy; Text mining;
Conference_Titel :
Natural Language Processing and Knowledge Engineering, 2003. Proceedings. 2003 International Conference on
Conference_Location :
Beijing, China
Print_ISBN :
0-7803-7902-0
DOI :
10.1109/NLPKE.2003.1275912