LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints

Understand

Instruction following is a key capability for LLMs.

• However, recent studies have shown that LLMs often struggle with instructions containing multiple constraints (e.g.
• a request to create a social media post "in a funny tone" with "no hashtag").
• Despite this, most evaluations focus solely on synthetic data.