Papers with meta-tool
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling (2025.naacl-long)
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| Challenge: | Large Language Models (LLMs) have been widely used in medicine but are limited in their ability to fully address the complexities of the real world. |
| Approach: | They propose a universal agent architecture for Large Language Models that integrates a specialized medical toolkit and employs meta-tool and nested calling mechanisms to enhance LLM tool utilization. |
| Outcome: | The proposed framework improves the accuracy and performance of medical calculators in complex medical scenarios. |