Shaoyang Xu
Shaoyang Xu has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Wenxuan Zhang, Xu Jinan, Yufeng Chen.
OpenAlex · h-index 2 · 20 works · 20 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2 times in our library · ⭐ Paper Stars ranking: #11259
Affiliations
🎓Singapore University of Technology and DesignSingapore ·
Singapore2026 · 8 papers🎓Tianjin UniversityTianjin ·
China2023–2025 · 11 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Language of Thought Shapes Output Diversity in Large Language Models (2026 · 2 citations)
Large language models often give near-identical answers to open-ended questions. This homogenization limits creativity and pluralistic alignment. The authors test whether the language a reasoning model thinks in, inside its <think> block, can act as a controllable source of diversity. They steer the thinking language… - Can Multi-agent Help Disambiguation in Multi-domain Translation? (2026)
The paper asks whether LLM-based multi-agent collaboration can resolve cross-domain word ambiguity in multi-domain translation (MDT).
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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