The paper reviews tool learning research, formulates a framework for foundation models to decompose tasks and use tools via reasoning, and demonstrates current models' capabilities through experiments with 18 tools.
The input has to be EXACTL Y THREE IDs (an entity, a relation and an entity) or TWO IDs AND one V ALUE (an entity, a relation and a value)
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Tool Learning with Foundation Models
The paper reviews tool learning research, formulates a framework for foundation models to decompose tasks and use tools via reasoning, and demonstrates current models' capabilities through experiments with 18 tools.