Mingxi Xu
1 indexed paper
Recent (6 mo)
1With code
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126
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NLP×1HCI×1
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2026
Translation Analytics for Freelancers II: Benchmarking Local LLMs for Confidential Translation Workflows
The paper benchmarks local, offline LLMs for confidential translation workflows, demonstrating that while they are viable for privacy-sensitive use, they generally lag behind top commercial NMT systems.
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