SearchSkill: Teaching LLMs to Use Search Tools with Evolving Skill Banks

Name: SearchSkill: Teaching LLMs to Use Search Tools with Evolving Skill Banks
Uploaded: 2026-10-03T15:07:15.052598+00:00
Duration: 352 s
Description: SEARCHSKILL teaches language models to use search tools by making query planning explicit through reusable skills. It works by having the model choose a specific search strategy before every action, rather than just searching blindly. This structured approach improves query formulation and leads to more correct answers using a small search budget.

SEARCHSKILL teaches language models to use search tools by making query planning explicit through reusable skills. It works by having the model choose a specific search strategy before every action, rather than just searching blindly. This structured approach improves query formulation and leads to more correct answers using a small search budget.

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