AIBullisharXiv – CS AI · 10h ago6/10
🧠
SearchSkill: Teaching LLMs to Use Search Tools with Evolving Skill Banks
SearchSkill is a new framework that teaches language models to perform more effective web searches by explicitly planning queries through reusable skill cards rather than treating search as an undifferentiated action. The system maintains an evolving skill bank that improves from failure patterns, demonstrating better performance on knowledge-intensive QA tasks with fewer wasted queries and improved reasoning accuracy.