@inproceedings{yan-etal-2024-codescope, title = "{C}ode{S}cope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating {LLM}s on Code Understanding and Generation", author = "Yan, Weixiang and Liu, Haitian and Wang, Yunkun and Li, Yunzhe and Chen, Qian and Wang, Wen and Lin, Tingyu and Zhao, Weishan and Zhu, Li and Sundaram, Hari and Deng, Shuiguang", editor = "Ku, Lun-Wei and Martins, Andre and Srikumar, Vivek", booktitle = "Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = aug, year = "2024", address = "Bangkok, Thailand", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/jlcl-multiple-ingestion/2024.acl-long.301/", doi = "10.18653/v1/2024.acl-long.301", pages = "5511--5558" }