Xuan Ouyang
Xuan Ouyang has 2 papers in our library, in 2020–2026, most of them on Multilingual & cross-lingual NLP, Efficient models & compression; often with Chao Pang, Haifeng Wang, Hao Tian.
OpenAlex · ORCID · h-index 5 · 9 works · 330 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 206 times in our library · ⭐ Paper Stars ranking: #6468
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksSignal Processing · 1 work
🧭 Topics 2Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workEfficient models & compression · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Semantics · 1 work
Works by year
2020s
Papers
- ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora (2020 · 128 citations)
Cross-lingual pre-trained encoders gain a lot from parallel data, but bilingual corpora are scarce, particularly for low-resource languages, which limits how well such models align meaning across languages. - MelTrim: Coarse-to-Fine Data Pruning for Speech Classification (2026)
Data pruning, which means selecting a small coreset that trains models nearly as well as the full dataset, has been studied mostly for images and text.
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2020
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/xuan-ouyang/