The paper proposes MAPLE, an LLM-judged metric for mathematical reasoning misalignment, but the metric's formula contradicts its stated behavior.
Re- flexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36, 2024
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Can LLMs $\textit{understand}$ Math? -- Exploring the Pitfalls in Mathematical Reasoning
The paper proposes MAPLE, an LLM-judged metric for mathematical reasoning misalignment, but the metric's formula contradicts its stated behavior.