The event extraction and semantic role labeling are important areas in information extraction from natural language texts. Semantic role labeling, sometimes also called shallow semantic parsing, is a task in natural language processing consisting of the detection of the semantic arguments associated with the predicate or verb of a sentence and their classification into their specific roles. We created a program for this task in Java language, in which we applied data
mining and artificial intelligence algorithms. We introduce in this article the principles and results of this application.