ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario

20 January 2025

Papers citing "ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario"

6 / 6 papers shown

Title
Invocable APIs derived from NL2SQL datasets for LLM Tool-Calling Evaluation Benjamin Elder Anupama Murthi J. Kang Ankita Rajaram Naik Kiran Kate Kinjal Basu Danish Contractor 20 0 0 12 Jun 2025
Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey Jiachen Zhu Menghui Zhu Renting Rui Rong Shan Congmin Zheng ... Jianghao Lin Weiwen Liu Ruiming Tang Yong Yu Weinan Zhang LLMAG ELM 38 0 0 06 Jun 2025
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions Beong-woo Kwak Minju Kim Dongha Lim Hyungjoo Chae Dongjin Kang Sunghwan Kim Dongil Yang Jinyoung Yeo LLMAG RALM 71 0 0 29 May 2025
Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling Ishan Kavathekar Raghav Donakanti Ponnurangam Kumaraguru Karthik Vaidhyanathan 142 1 0 27 Apr 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM Presented at ResearchTrend Connect \| LLMAG on 07 May 2025 197 14 0 20 Mar 2025
Benchmarking Chinese Medical LLMs: A Medbench-based Analysis of Performance Gaps and Hierarchical Optimization Strategies Luyi Jiang Jiasi Chen Lu Lu Xinwei Peng Lihao Liu Junjun He Jie Xu ELM LM&MA 80 0 0 10 Mar 2025