Quan Du
Quan Du has 2 papers in our library, in 2026, most of them on Machine translation, Multilingual & cross-lingual NLP; often with Bei Li, DingYang Lin, Jingbo Zhu.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Machine translation · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs (2026)
The paper addresses how to adapt LLMs for translation across many languages without quality collapsing in some directions. - RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment (2026)
Serving every translation request with a large LLM is too costly for industrial systems. Hybrid setups therefore send most traffic to a small model and escalate only some inputs to a large one. The authors treat this escalation decision as spending a fixed budget of large-model calls. They argue that requests should…
Co-authors here
- Bei Li ×2
- DingYang Lin ×2
- Jingbo Zhu ×2
- Kaiyan Chang ×2
- Tong Xiao ×2
- Yingfeng Luo ×2
- Chenglong Wang
- MuRun Yang
- Yuxuan Ouyang
Venues
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/quan-du/