Researchers have developed BioTool, a new dataset aimed at improving the ability of large language models to utilize specialized biomedical tools. The dataset includes 34 tools from major databases and over 7,000 human-verified query-API call pairs. Fine-tuning a 4-billion-parameter LLM on BioTool significantly enhanced its tool-calling performance, even surpassing models like GPT-5.1 in this specific domain. Human evaluations confirmed that this fine-tuning leads to better downstream answer quality for biomedical tasks. AI
影响 Enhances LLM performance in specialized biomedical research and clinical applications.
排序理由 The cluster describes a new dataset and its evaluation in a research paper.
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