2025
EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness
IJCAI 2025
Large Language Models (LLMs) have shown remarkable capabilities as AI agents. However, existing methods for enhancing LLM-agent abilities often lack a focus on data quality, leading to inefficiencies and suboptimal results in both fine-tuning and prompt engineering. To address this issue, we introdu