Yiping Wang
Yiping Wang has 2 papers in our library, in 2025, most of them on Language models & pretraining, Reasoning; often with Baolin Peng, Hannaneh Hajishirzi, Hao Cheng.
OpenAlex · ORCID · h-index 5 · 45 works · 242 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 135 times in our library · ⭐ Paper Stars ranking: #7262
Affiliations
🎓Wuhan University of TechnologyWuhan ·
China2021–2025 · 8 papers🎓Nanjing Normal UniversityNanjing ·
China2025 · 1 paper
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 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Reinforcement Learning for Reasoning in Large Language Models with One Training Example (2025 · 87 citations)
The paper asks how small a training set can be for reinforcement learning with verifiable reward (RLVR). RLVR is the outcome-rewarded RL now used to strengthen math reasoning in LLMs. The authors draw a random sample of 1,209 problems from the DeepScaleR dataset (DSR-sub). They rank each problem by how much its… - Spurious Rewards: Rethinking Training Signals in RLVR (2025 · 53 citations)
Reinforcement learning with verifiable rewards (RLVR) is credited with improving math reasoning in language models, but it is unclear what in the training signal actually causes the gains.
Co-authors here
- Baolin Peng
- Hannaneh Hajishirzi
- Hao Cheng
- Jianfeng Gao
- Kuan Wang
- Liliang Ren
- Liyuan Liu
- Nathan Lambert
- Qing Yang
- Ranjay Krishna
- Rui Xin
- Rulin Shao
Venues
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