program-of-thought

RePoT improves Program-of-Thought by enabling deterministic recovery from invalid actions through checkpoint-based repair, achieving higher success rates across multiple models and benchmarks.

This paper introduces FinAgent-RAG, an agentic framework for financial document question answering that combines iterative retrieval, Program-of-Thought reasoning, and adaptive resource allocation to improve accuracy and reduce costs.