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Beyond Prompt or Skill? Attribution-Guided Optimization of Modular LLM Programs

Shou, Haoran et al.
arXiv (All) · Papers
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Large language models can solve increasingly diverse reasoning tasks, yet their performance remains highly sensitive to task prompts, intermediate instructions, and the way reusable problem-solving knowledge is incorporated. Existing optimization methods usually focus on only one part of this design
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