An Efficient Tool for Syntactic Processing of English Query Text

A large amount of work has been done on syntactic analysis of English texts. But, for analyzing the short phrases without any structured contexts like capitalization, subject-object-verb order, etc. these techniques are not yet proved to be appropriate. In this paper we have attempted the syntactic analysis of the phrases where contextual information is not available. We have developed stemmer, POS tagger, chunker and Named Entity tagger for English short phrases like chats, messages, and queries, using root dictionary and language specific rules. We have evaluated the technique on English queries and observed that our system outperforms some commonly used NLP tools.

https://link.springer.com/chapter/10.1007%2F978-3-319-13817-6_27#page-1