SMARTCAL reduces tool-misuse and overconfidence in LLM question answering by injecting self-evaluation instructions and a confidence-accuracy lookup table into step-wise reasoning.
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SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration
SMARTCAL reduces tool-misuse and overconfidence in LLM question answering by injecting self-evaluation instructions and a confidence-accuracy lookup table into step-wise reasoning.