作者位次 #4/5ACL 2026Findings· Findings of ACL
T ool DNA : Autonomous Evolution of Tool Metadata for Robust Dialogue Agents
Qiuyuan Ai · Cong Wang · Jiaqi Zhang · Zengxin Han · Jie Song
摘要
Task-oriented dialogue (TOD) systems are vital for facilitating complex, goal-directed interactions across sectors like customer support and online retail. However, they face persistent limitations: labor-intensive manual metadata tuning and sparse reinforcement learning (RL) rewards that fail to...