Can We Overcome Prompt Brittleness in Large Language Models? Google AI Introduces Batch Calibration for Enhanced Performance

Large language models have recently emerged as powerful tools for various natural language understanding and image classification tasks. However, these LLMs have challenges, particularly regarding prompt brittleness and multiple biases in the input. These biases can stem from formatting, choice of verbalizers, and the examples used for in-context learning. These issues can lead to unexpected […]

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