A NOVEL NATURAL LANGUAGE PROCESSING (NLP) BASED APPROACH FOR DEVELOPING AUTOMATED SEMANTIC CLAUSE PARSER

Krishnanjan B, Swati Mehta, Ajai Kumar

Abstract: In traditional syntactic parsing, hierarchical breaking (tree or bracketed way) of sentences into its minimal word-level constituent factor is targeted, whereas there was no effort made to capture meaning of constituent clauses in a parsing process of breaking a sentence in constituents has been done. Hence, this innovative Natural Language Processing (NLP) application parses English Compound and complex sentences which are always major challenges in even traditional syntactic parsing-i.e., to break them into clause level and mark the clause with semantic annotations. This has far-fetched implication, this automated tool for SyntacticSemantic merger using NLP opens new arena in directly developing a Q-A system, aiding to disambiguation of Machine Translation (MT) systems, Decision Support Systems (DSS) and also developing E-learning for language analysis tool to name a few

Keywords: NLP, Semantic, Parsing, Clauses, Semantic Annotation

DOI: https://doi.org/10.15623/ijret.2015.0418005