Abstract
Semantic roles represent the logical relationships between an event and its participants. Semantic role labeling (SRL) is the process of automatically extracting semantic roles structures that allow analysis of the meaning of sentences and provide information useful in solving many tasks of natural language processing (NLP), such as information extraction, documents categorization and cla…