no code implementations • 5 May 2024 • Chengpeng Fu, Xiaocheng Feng, Yichong Huang, Wenshuai Huo, Baohang Li, Hui Wang, Bin Qin, Ting Liu
Leveraging large language models for machine translation has demonstrated promising results.
no code implementations • 19 Apr 2024 • Yichong Huang, Xiaocheng Feng, Baohang Li, Yang Xiang, Hui Wang, Bing Qin, Ting Liu
To address this challenge, DEEPEN maps the probability distribution of each model from the probability space to a universe relative space based on the relative representation theory, and performs aggregation.
no code implementations • 10 Jan 2024 • Yichong Huang, Xiaocheng Feng, Baohang Li, Chengpeng Fu, Wenshuai Huo, Ting Liu, Bing Qin
To align the translation-specific understanding to the general one, we propose a novel translation process xIoD (Cross-Lingual Interpretation of Difficult words), explicitly incorporating the general understanding on the content incurring inconsistent understanding to guide the translation.
1 code implementation • 25 May 2023 • Yichong Huang, Xiaocheng Feng, Xinwei Geng, Baohang Li, Bing Qin
Multilingual neural machine translation has witnessed remarkable progress in recent years.