Assessing the Performance of Large Language Models for Bilingual Term Extraction in Interpreting and Translation.
Assessing the Performance of Large Language Models for Bilingual Term Extraction in Interpreting and Translation.
Large Language Models provide us with efficient tools for various Natural Language Processing tasks. This research evaluates four AI tools—ChatGPT, DeepSeek, Copilot, Gemini and Manus—for extracting Spanish-Arabic bilingual terminology for translation and interpreting purposes. Given the lack of research on non-Indo-European languages, the study assesses each tool using Precision, Recall, F-score, and Accuracy to determine their suitability for professional use and improve AI-driven terminology management.
Instituto Universitario de Investigación de Tecnologías Lingüísticas Multilingües
Universidad de Málaga
Traducción, Terminology Management, Large Language Models, Artificial Intelligence, Automatic Terminology Extraction, Bilingual Term Extraction, Traducción automática, Translation and Interpreting, Lingüística computacional, Inteligencia artificial, LLMs (Large Language Models) assessment
Traducción, Terminology Management, Large Language Models, Artificial Intelligence, Automatic Terminology Extraction, Bilingual Term Extraction, Traducción automática, Translation and Interpreting, Lingüística computacional, Inteligencia artificial, LLMs (Large Language Models) assessment
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