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Improving Vietnamese-English Medical Machine Translation
March 29, 2024, 4:47 a.m. | Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray Buntine
cs.CL updates on arXiv.org arxiv.org
Abstract: Machine translation for Vietnamese-English in the medical domain is still an under-explored research area. In this paper, we introduce MedEV -- a high-quality Vietnamese-English parallel dataset constructed specifically for the medical domain, comprising approximately 360K sentence pairs. We conduct extensive experiments comparing Google Translate, ChatGPT (gpt-3.5-turbo), state-of-the-art Vietnamese-English neural machine translation models and pre-trained bilingual/multilingual sequence-to-sequence models on our new MedEV dataset. Experimental results show that the best performance is achieved by fine-tuning "vinai-translate" for …
abstract art arxiv chatgpt cs.cl dataset domain english google google translate gpt gpt-3 gpt-3.5 gpt-3.5-turbo improving machine machine translation medical paper quality research state translate translation turbo type
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