Semantic Parsing Approach in Malayalam for Machine Translation

Abstract

Semantic parsing is the process of mapping a natural language sentence into a formal representation of its meaning. Shallow form of Semantic Parsing is proposed in this paper. Here Semantic roles are identified using Karaka theory in Paninian Grammar. It is useful for both the syntax analysis and semantic analysis of Malayalam sentences. And we proposed an algorithm for finding semantic relations using Karaka theory.