ToolRosella converts 122 scientific code repositories into 1,580 standardized tools at 61.5% success rate with 4.4x human speedup and 84% downstream agent task success.
Advances in Neural Information Processing Systems37, 50528–50652 (2024)
2 Pith papers cite this work. Polarity classification is still indexing.
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MM-WebAgent is a hierarchical multimodal agent that coordinates AIGC tools through planning and iterative self-reflection to generate coherent, visually consistent webpages and outperforms baselines on a new benchmark.
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ToolRosella: Translating Code Repositories into Standardized Tools for Scientific Agents
ToolRosella converts 122 scientific code repositories into 1,580 standardized tools at 61.5% success rate with 4.4x human speedup and 84% downstream agent task success.
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MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
MM-WebAgent is a hierarchical multimodal agent that coordinates AIGC tools through planning and iterative self-reflection to generate coherent, visually consistent webpages and outperforms baselines on a new benchmark.