CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models. - Yizhi Li; Ge Zhang 009; Xingwei Qu; Jiali Li; Zhaoqun Li; Noah Wang; Hao Li 074; Ruibin Yuan; Yinghao Ma; Kai Zhang 033; Wangchunshu Zhou; Yiming Liang; et al. (ACL (Findings), 2024)

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models. - Noah Wang; Zhongyuan Peng; Haoran Que; Jiaheng Liu; Wangchunshu Zhou; Yuhan Wu; Hongcheng Guo; Ruitong Gan; Zehao Ni; Jian Yang 030; Man Zhang 005; Zhaoxiang Zhang 001; et al. (ACL (Findings), 2024)

PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness. - Noah Wang; Feiyu Duan; Yibo Zhang; Wangchunshu Zhou; Ke Xu 001; Wenhao Huang 001; Jie Fu 001 (EMNLP (Findings), 2024)

II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models. - Ziqiang Liu; Feiteng Fang; Xi Feng; Xeron Du; Chenhao Zhang 005; Noah Wang; Yuelin Bai; Qixuan Zhao; Liyang Fan; Chengguang Gan; Hongquan Lin; Jiaming Li 004; et al. (NeurIPS, 2024)

RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts. - Jiaheng Liu; Zehao Ni; Haoran Que; Tao Sun 016; Noah Wang; Jian Yang 030; Jiakai Wang; Hongcheng Guo; Zhongyuan Peng; Ge Zhang 009; Jiayi Tian; Xingyuan Bu; et al. (NeurIPS, 2024)

MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series. - Ge Zhang 009; Scott Qu; Jiaheng Liu; Chenchen Zhang; Chenghua Lin; Chou Leuang Yu; Danny Pan; Esther Cheng; Jie Liu 047; Qunshu Lin; Raven Yuan; Tuney Zheng; et al. (CoRR, 2024)

LongIns: A Challenging Long-context Instruction-based Exam for LLMs. - Shawn Gavin; Tuney Zheng; Jiaheng Liu; Quehry Que; Noah Wang; Jian Yang; Chenchen Zhang; Wenhao Huang 001; Wenhu Chen; Ge Zhang 009 (CoRR, 2024)

McEval: Massively Multilingual Code Evaluation. - Linzheng Chai; Shukai Liu; Jian Yang 030; Yuwei Yin; Ke Jin; Jiaheng Liu; Tao Sun 016; Ge Zhang 009; Changyu Ren; Hongcheng Guo; Noah Wang; Boyang Wang; et al. (ICLR, 2025)

MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models. - Pei Wang; Yanan Wu; Noah Wang; Jiaheng Liu; Xiaoshuai Song; Z. Y. Peng; Ken Deng; Chenchen Zhang; Jiakai Wang; Junran Peng; Ge Zhang 009; Hangyu Guo; et al. (ICLR, 2025)