API-Bank
PulseAugur coverage of API-Bank — every cluster mentioning API-Bank across labs, papers, and developer communities, ranked by signal.
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AI agents get smarter tool retrieval for remote sensing
Researchers have developed a new method for improving how AI agents retrieve specialized tools for processing remote sensing data. The approach addresses the challenge of semantic asymmetry between general user intentio…
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New method aligns LLM planning and tool execution
Researchers have introduced Capability-Aligned Hierarchical Learning (CAHL), a novel method for improving how large language models (LLMs) use external tools. CAHL addresses the common issue of misalignment between a hi…
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DiG-Plan framework improves AI tool planning with diffusion guidance
Researchers have developed DiG-Plan, a new framework to improve the generation of executable tool plans for AI models. Standard autoregressive methods often suffer from early commitment, limiting the search for optimal …
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NaviAgent improves LLM tool orchestration with bilevel planning
Researchers have developed NaviAgent, a novel system designed to improve how large language models orchestrate the use of external tools. NaviAgent employs a bilevel architecture that separates task planning from tool e…