معرفی
Jia Xu is Assistant Professor developing state-of-the-art NLP systems with competition-winning machine translation architectures. His research advances multilingual modeling and latent concept analysis.
Education:
- PhD Computer Science, RWTH-Aachen University
Innovations include byte-based multilingual models for endangered languages, uncertainty learning methods, and the ConceptX framework for transformer interpretation. Systems consistently rank first in WMT competitions across language pairs.
Awards:
- WMT 2022 1st Place: Code-Mixing MT
- WMT 2018 1st Place: French-English Biomedical
- Alexa Prize 2023 2nd Place (Socialbot)
Leads research funded by NSF, Amazon, and eBay while serving as area chair for top ML conferences.
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