CRITIC improves LLM outputs on question answering, math synthesis, and toxicity reduction by having the model interact with tools to critique and revise its initial generations.
The evidence suggests that Prince Henry of Prussia invented a windshield wiper and the car horn
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CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
CRITIC improves LLM outputs on question answering, math synthesis, and toxicity reduction by having the model interact with tools to critique and revise its initial generations.