Yiyao Yu
Yiyao Yu has 2 papers in our library, in 2025, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Reasoning; often with Dongdong Zhang, Furu Wei, Hengyuan Zhang.
OpenAlex · ORCID · h-index 1 · 5 works · 3 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 24 times in our library · ⭐ Paper Stars ranking: #9743
Affiliations
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 3Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective (2025 · 23 citations)
Current LLM math solvers are usually tuned for a single reasoning style. Some use natural-language chains of thought, others use executable code, and others use formal proofs. As a result, a model strong at arithmetic word problems often fails at theorem proving, and the reverse. The authors propose… - ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework (2025 · 6 citations)
Multilingual LLMs fine-tuned on translated data (MSFT) still lag behind in non-dominant languages compared with English. Producing more high-quality translated supervision is costly and error-prone. ShifCon addresses this by changing how the model processes these languages internally rather than by adding data.
Co-authors here
- Dongdong Zhang ×2
- Furu Wei ×2
- Hengyuan Zhang ×2
- Yujiu Yang ×2
- Chenming Shang
- Feng Yao
- Hany Awadalla
- Junjie Wang
- Mahmoud Khademi
- Renliang Sun
- Sizhe Wang
- Xiao Liang
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