Ruida Wang
Ruida Wang has 2 papers in our library, in 2025, most of them on Reasoning, Language models & pretraining; often with Tong Zhang, Yuxin Li, Jipeng Zhang.
OpenAlex · ORCID · h-index 2 · 7 works · 22 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 62 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #8761
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Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputational Theory and Mathematics · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving (2025 · 18 citations)
The paper addresses automated theorem proving in Lean4. Current LLM approaches fall into two camps. Step-by-step tree search uses verifier feedback but is costly and lacks high-level planning. Whole-proof generation exploits natural-language reasoning but never sees intermediate verifier signals. MA-LoT bridges these… - Let's Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM's Math Capability (2025 · 7 citations)
Reinforcement learning on base models has improved LLM math reasoning, but it mostly sharpens skills the model already has.
All works
- TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts ↗arXiv:2407.03203 · no summary yetRuida Wang et al.2024 · 51 citations
- MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem ProvingarXiv:2503.03205Ruida Wang, Rui Pan, Yuxin Li, et al.2025 · 18 citations
- Let's Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM's Math CapabilityConference on Empirical Methods in Natural Language Processing (EMNLP)Ruida Wang, Yuxin Li, Yi R. Fung, et al.2025 · 7 citations
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