Semantic Role Labeling

Semantic Role Labeling is a subtask in natural language processing aimed at modeling the predicate-argument structure of sentences by identifying and labeling the roles of components within them to parse "who did what to whom." This task uses the BIO tagging method to annotate sentence components, which helps in gaining a deeper understanding of the semantic structure of sentences and improves the accuracy of machine reading comprehension and information extraction.