AI RESEARCH
ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients"
arXiv CS.CL
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ArXi:2508.04086v2 Announce Type: replace Prior work synthesizes tool-use LLM datasets by first generating a user query, followed by complex tool-use annotations like depth-first search (DFS). This leads to inevitable annotation failures and low efficiency in data generation. We