Ronald S. Wilson

From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction

2025

Large Language Models (LLMs) have brought significant breakthroughs across all areas of Natural Language Processing (NLP), including Information Extraction (IE).However, knowledge gaps remain regarding their effectiveness in extracting entity-relation triplets, i.e.Joint Relation Extraction (JRE).JRE has …