Jiannan Cao

CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis

2025 · arXiv (Cornell University)

Inductive program synthesis, or programming by example, requires synthesizing functions from input-output examples that generalize to unseen inputs. While large language model agents have shown promise in programming tasks guided by natural language, their ability …