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cs.AI2025
A Learnability Analysis on Neuro-Symbolic Learning
Hao-Yuan He, Ming Li
This paper analyzes the learnability of neuro-symbolic (NeSy) tasks within hybrid systems. We show that the learnability of NeSy tasks can be characterized by their derived constra…
cs.AI2024
Top Pass: Improve Code Generation by Pass@k-Maximized Code Ranking
Zhi-Cun Lyu, Xin-Ye Li, Zheng Xie +1
Code generation has been greatly enhanced by the profound advancements in Large Language Models (LLMs) recently. Nevertheless, such LLM-based code generation approaches still strug…