论文

HYSET 将工具选择视为集合问题,Recall@5 达 88.6%

🧰 Picking the most relevant tools one by one leaves gaps. HYSET scores tools as a set. 📊 Recall@5...

精选理由

做智能体工具调用的可以看看:HYSET 把选工具从逐个挑改成整体打分,任务解决率从 61.8% 提到 69.9%,思路挺不一样。

DeepLearning.AI 在 The Batch 中介绍了 HYSET 方法。与传统逐个挑选最相关工具的方式不同,HYSET 把候选工具作为一个集合整体打分。在 Recall@5 指标上,HYSET 达到 88.6%,对比基线的 81.4%;任务解决率从 61.8% 提升到 69.9%。这种方法旨在减少逐个选择工具时留下的组合空缺。

原文 · DeepLearning.AI

🧰 Picking the most relevant tools one by one leaves gaps. HYSET scores tools as a set. 📊 Recall@5...

🧰 Picking the most relevant tools one by one leaves gaps. HYSET scores tools as a set. 📊 Recall @5 : 88.6% vs. 81.4% ✅ Tasks resolved: 69.9% vs. 61.8% Full story in our weekly newsletter for AI news and research, The Batch hubs.la/Q04zXp-p0 cF #DeepLearningAI g #AIAgents n #AIEngineering ing 💬 5 🔄 1 ❤️ 6 👀 911 📊 5 ⚡