Shangjian Yin
Shangjian Yin has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Wei-Lin Chen, Xinyu Zhu, Yu Meng.
OpenAlex · h-index 4 · 10 works · 37 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 3 times in our library · ⭐ Paper Stars ranking: #12305
Affiliations
🎓South China Agricultural UniversityGuangzhou ·
China2024–2026 · 7 papers🎓University of California, RiversideRiverside ·
United States2026 · 4 papers
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 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Aligning Large Language Models via Fully Self-Synthetic Data (2026 · 2 citations)
Preference alignment of LLMs usually depends on costly inputs: human annotations, or AI feedback from proprietary models such as GPT-4 or separately trained reward models. - From Individual to Common: An Early Exploration of Consensus in Non-verifiable Data for Balanced Preference Optimization (2026 · 1 citation)
Preference tuning of LLMs usually relies on response pairs with an obvious quality difference, scored by one strong judge.
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