Duong D. Nguyen

VietTayNMT: Directional LoRA for Low-Resource Vietnamese–Tay Neural Machine Translation

Low-resource machine translation for minority languages is hindered by limited parallel data, weak lexical coverage, and deployment constraints. This paper studies Vietnamese–Tay translation and introduces VietTayNMT, a lightweight bidirectional framework designed for both translation quality and edge-oriented efficien...