Translation Analytics for Freelancers II: Benchmarking Local LLMs for Confidential Translation Workflows 事件

Translation Analytics for Freelancers II: Benchmarking Local LLMs for Confidential Translation Workflows arXiv:2605.31452v1 Announce Type: new Abstract: Building on our previous work, this paper develops practical, low-barrier methods for freelance translators and smaller language service providers to evaluate translation technologies using rigorous yet accessible analytic methods. Here we address a high-stakes, specialized need: offline translation for confidentiality-sensitive domains in whic