CROP: Token-Efficient Reasoning in Large Language Models via Regularized Prompt Optimization

Deep Shah, Sanket Badhe, Nehal Kathrotia +1

Large Language Models utilizing reasoning techniques improve task performance but incur significant latency and token costs due to verbose generation. Existing automatic prompt opt…