大模型推理能力

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models

Hung Ming Liu

机构 * PARRAWA AI 纠错

专题命中 逻辑推理 ：reasoning(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 25 pages, 9 figures. The AI Intuition Explorer dashboard is available at: https://cyrilliu1974.github.io/github.io/vi.html

Can Structured Templates Facilitate LLMs in Tackling Harder Tasks? : An Exploration of Scaling Laws by Difficulty

Zhichao Yang, Zhaoxin Fan, Gen Li, Yuanze Hu, Xinyu Wang, Ye Qiu, Xin Wang, Yifan Sun, Wenjun Wu

专题命中 逻辑推理 ：reasoning(abstract)；分类 cs.AI

Comments 9 pages

PKG-DPO: Optimizing Domain-Specific AI systems with Physics Knowledge Graphs and Direct Preference Optimization

Nitin Nagesh Kulkarni, Bryson Wilcox, Max Sawa, Jason Thom

机构 * Advanced Engineering and Technology（先进工程与技术） 纠错

专题命中 逻辑推理 ：reasoning(abstract)；分类 cs.AI