Application and validation of multiple similarity-based algorithms in translation quality assessment
Jiaqi Zhao, Lin Sun · 2025
This paper discusses the problem of evaluating translation software based on the two-way translation method, establishes multiple similarity calculation models including cosine similarity, Jaccard similarity, edit distance, BLEU score, and ROUGE score, quantitatively analyses the translation effect through mathematical modeling methods, and arrives at the best results of Google Translate in terms of accuracy rate.