Chunlan Ma
Chunlan Ma has 2 papers in our library, in 2025, most of them on Multilingual & cross-lingual NLP, Language models & pretraining; often with Haotian Ye, Hinrich Schütze, Yihong Liu.
OpenAlex · ORCID · h-index 29 · 212 works · 3,178 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 21 times in our library · ⭐ Paper Stars ranking: #8937
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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.Multilingual & cross-lingual NLP · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- How Transliterations Improve Crosslingual Alignment (2025 · 12 citations)
Multilingual pretrained language models (mPLMs) transfer knowledge less effectively between languages written in different scripts. - TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data (2025 · 10 citations)
Writing related languages in one shared script can improve crosslingual transfer. However, existing mPLMs split romanized text into meaningless pieces, so earlier work usually had to pretrain new models or run adaptation training. The authors propose TransMI (Transliterate-Merge-Initialize), a procedure that requires…
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