Qiuzhi Liu

1. Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
   2024/12/30 by Xingyu Chen, Jiahao Xu, Chen, Xingyu +27 · 2 voices · 119 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL #semigroups and automata theory
2. Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
   2025/01/30 by Yue Wang, Qiuzhi Liu, Wang, Yue +27 · 4 voices · 39 citations
   Computer Science · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #cs.CL
3. DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
   2025/04/15 by Zhiwei He, He, Zhiwei, Tian Liang +27 · 71 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling
4. DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning
   2025/05/29 by Ziyin Zhang, Jiahao Xu, Zhang, Ziyin +23 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, programming, and type systems #Multi-Agent Systems and Negotiation #Software Engineering Research