Paper: Open Text Semantic Parsing Using FrameNet And WordNet

ACL ID N04-3006
Title Open Text Semantic Parsing Using FrameNet And WordNet
Venue Human Language Technologies
Session System Demonstration
Year 2004
Authors

This paper describes a rule-based semantic parser that relies on a frame dataset (FrameNet), and a semantic network (WordNet), to identify seman- tic relations between words in open text, as well as shallow semantic features associated with con- cepts in the text. Parsing semantic structures al- lows semantic units and constituents to be ac- cessed and processed in a more meaningful way than syntactic parsing, moving the automation of understanding natural language text to a higher level.