On the Use of LLMs for Specialised Terminology: A Good Alternative to Corpora?
Assessing LLM reliability in technical translation across Earth sciences and NLP domains.
Specialised translation relies on the use of documentary and terminological resources, including corpora. These resources are particularly useful for terminology. However, their compilation and exploitation have several limitations: they require time, technical skills and access ...
ArXiv CS.AI
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Large language models provide a scalable shortcut for terminological research, yet their accuracy remains inconsistent compared to curated, domain-specific corpora. This study underscores the need for human verification, as current AI models lack the reliability required to fully replace traditional linguistic resources in technical fields.
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