Can General-Purpose Large Language Models Generalize to English-Thai Machine Translation ?

Large language models (LLMs) perform well on common tasks but struggle with generalization in low-resource and low-computation settings. We examine this limitation by testing various LLMs and specialized translation models on English-Thai machine translation and code-switching datasets. Our findings...

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Veröffentlicht in:	arXiv.org 2024-10
Hauptverfasser:	Chiaranaipanich, Jirat, Hanmatheekuna, Naiyarat, Sawatphol, Jitkapat, Tiankanon, Krittamate, Kinchagawat, Jiramet, Chinkamol, Amrest, Pengpun, Parinthapat, Ittichaiwong, Piyalitt, Limkonchotiwat, Peerat
Format:	Artikel
Sprache:	eng
Schlagworte:	Constraints English language Large language models Machine translation
Online-Zugang:	Volltext
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