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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Bibliographic Details

Published in:	CAAI Transactions on Intelligence Technology Vol. 10; no. 4; pp. 1104 - 1117
Main Authors:	Hongying, Zan, Javed, Arifa, Abdullah, Muhammad, Rashid, Javed, Faheem, Muhammad
Format:	Journal Article
Language:	English
Published:	Wiley 01.08.2025
Subjects:	ChatGLM contrastive decoding hallucination LLAMA LLM low resource NMT
ISSN:	2468-2322, 2468-6557, 2468-2322
Online Access:	Get full text
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