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cs.SE2025
Live API-Bench: 2500+ Live APIs for Testing Multi-Step Tool Calling
Benjamin Elder, Anupama Murthi, Jungkoo Kang +4
Large language models (LLMs) increasingly rely on external tools and APIs to execute complex tasks specified in natural language. Evaluating such tool calling capabilities in reali…
cs.SE2025
LongFuncEval: Measuring the effectiveness of long context models for function calling
Kiran Kate, Tejaswini Pedapati, Kinjal Basu +5
Multiple recent studies have documented large language models' (LLMs) performance on calling external tools/functions. Others focused on LLMs' abilities to handle longer context le…