LLMs-based machine translation for E-commerce

Dehong Gao, Kaidi Chen, Ben Chen, Huangyu Dai, Linbo Jin, Wen Jiang, Wei Ning, Shanqing Yu, Qi Xuan, Xiaoyan Cai, Libin Yang, Zhen Wang

Abstract: Highlights•Existing universal translation models perform poorly in the e-commerce field.•Translation models based on LLMs improve translation capabilities more efficiently.•Resources based on e-commerce texts are conducive to e-commerce translation.•Two-step fine-tuning gradually enhance the translation ability of specialized domain.