ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios Junjie Ye author Guanyu Li author SongYang Gao author Caishuang Huang author Yilong Wu author Sixian Li author Xiaoran Fan author Shihan Dou author Tao Ji author Qi Zhang author Tao Gui author Xuanjing Huang author 2025-01 text Proceedings of the 31st International Conference on Computational Linguistics Owen Rambow editor Leo Wanner editor Marianna Apidianaki editor Hend Al-Khalifa editor Barbara Di Eugenio editor Steven Schockaert editor Association for Computational Linguistics Abu Dhabi, UAE conference publication ye-etal-2025-tooleyes https://aclanthology.org/2025.coling-main.12/ 2025-01 156 187