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Overview

How can we enhance a model’s understanding of a query? Re2 (Re-Reading) is a technique that asks the model to read the question again.

Re-Reading Prompting

Prompt Template:
  • Read the question again: [query]
  • [critical thinking prompt]
A common critical thinking prompt is: “Let’s think step by step.”

Example

References

  1. Re-Reading Improves Reasoning in Large Language Models