Large Language Models With Contrastive Decoding Algorithm for Hallucination Mitigation in Low‐Resource Languages

ABSTRACT Neural machine translation (NMT) has advanced with deep learning and large‐scale multilingual models, yet translating low‐resource languages often lacks sufficient training data and leads to hallucinations. This often results in translated content that diverges significantly from the source...

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Vydané v:	CAAI Transactions on Intelligence Technology Ročník 10; číslo 4; s. 1104 - 1117
Hlavní autori:	Hongying, Zan, Javed, Arifa, Abdullah, Muhammad, Rashid, Javed, Faheem, Muhammad
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Wiley 01.08.2025
Predmet:	ChatGLM contrastive decoding hallucination LLAMA LLM low resource NMT
ISSN:	2468-2322, 2468-6557, 2468-2322
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