Feng Yao
Feng Yao has 2 papers in our library, in 2025–2026, most of them on Multilingual & cross-lingual NLP, Reasoning, Code & programming languages; often with Bo Xu, Boyan Xu, Chenming Shang.
OpenAlex · ORCID · h-index 16 · 130 works · 924 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 6 times in our library · ⭐ Paper Stars ranking: #11641
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 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 4Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workCode & programming languages · 1 workReasoning · 1 workSemantic parsing & meaning representation · 1 work
Works by year
2020s
Papers
- 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. - Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL (2026)
Rose-SQL addresses multi-turn (conversational) Text-to-SQL, where a model must turn the current question plus dialogue history into SQL.
Co-authors here
- Bo Xu
- Boyan Xu
- Chenming Shang
- Dongdong Zhang
- Fangyuan Wang
- Furu Wei
- Hengyuan Zhang
- Renliang Sun
- Sizhe Wang
- Yiyao Yu
- Yujiu Yang
Venues
Cited by
Updated
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