Zhuowen Tu
Zhuowen Tu has 2 papers in our library, in 2022–2024, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Low-resource languages; often with Benjamin Bergen, Tyler A. Chang.
OpenAlex · ORCID · h-index 70 · 331 works · 40,219 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 129 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4807
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📚 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 3Research subjects and languages the work is about.Language models & pretraining · 2 worksMultilingual & cross-lingual NLP · 2 worksLow-resource languages · 1 work
Works by year
2020s
Papers
- When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages (2024 · 85 citations)
Multilingual language models are often used to support low-resource languages, but there is little direct evidence about how sharing a model with other languages affects modeling quality in any single language. - The Geometry of Multilingual Language Model Representations (2022 · 82 citations)
Multilingual language models are often described as mapping all languages into one common space. They also keep language-specific signals, and it has been unclear how both coexist geometrically. Chang, Tu and Bergen study this in XLM-R. They feed it OSCAR web text in 88 languages and use SVD to build a mean-shifted…
All works
- When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource LanguagesTyler A. Chang, Catherine Arnett, Zhuowen Tu, et al.Conference on Empirical Methods in Natural Language Processing (EMNLP) · 85 citations
- The Geometry of Multilingual Language Model RepresentationsTyler A. Chang, Zhuowen Tu, Benjamin K. BergenConference on Empirical Methods in Natural Language Processing (EMNLP) · 82 citations
- Reinforcement-aware Knowledge Distillation for LLM Reasoning · original ↗ · no summary yet · arXiv:2602.22495Zhaoyang Zhang et al.2026 · 13 citations
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