Creating software models with semantic annotation

Requirements engineering is a big part of software engineering and consumes a lot of time. We propose a novel approach of automatically creating software domain models from textual requirements specifications using semantic annotation. Natural language processing (NLP) has progressed much in the last years and the usage of NLP tools for automatic annotation shows promising results. We use Fillmore's thematic roles to explicitly denote the semantic relations in a sentence.