Discipline Specific Term
Discipline-specific terminology presents challenges for interdisciplinary research and knowledge sharing. Current research focuses on developing methods to identify and quantify this jargon using natural language processing (NLP) and ontologies, aiming to improve cross-field communication and knowledge integration. These efforts leverage large language models (LLMs) and knowledge graphs to analyze scholarly text, revealing structural differences between disciplines and the impact of specialized language on citation rates and interdisciplinary collaboration. Ultimately, this work seeks to facilitate more effective communication and knowledge transfer across scientific fields.
Papers
October 31, 2023
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