CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning. - Zheqi He; Xinya Wu; Pengfei Zhou; Richeng Xuan; Guang Liu; Xi Yang 023; Qiannan Zhu; Hua Huang (IJCAI, 2024)

HalluDial: A Large-Scale Benchmark for Automatic Dialogue-Level Hallucination Evaluation. - Wen Luo 001; Tianshu Shen; Wei Li 232; Guangyue Peng; Richeng Xuan; Houfeng Wang; Xi Yang 023 (CoRR, 2024)

ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5. - Jiaming Zhou; Shiyao Wang; Shiwan Zhao; Jiabei He 001; Haoqin Sun; Hui Wang 075; Cheng Liu; Aobo Kong; Yujie Guo; Xi Yang 023; Yequan Wang; Yonghua Lin; et al. (ACL (1), 2025)

CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition. - Jiaming Zhou; Yujie Guo; Shiwan Zhao; Haoqin Sun; Hui Wang 075; Jiabei He 001; Aobo Kong; Shiyao Wang; Xi Yang 023; Yequan Wang; Yonghua Lin; Yong Qin (CoRR, 2025)

SeniorTalk: A Chinese Conversation Dataset with Rich Annotations for Super-Aged Seniors. - Yang Chen 034; Hui Wang 075; Shiyao Wang; Junyang Chen; Jiabei He 001; Jiaming Zhou; Xi Yang 023; Yequan Wang; Yonghua Lin; Yong Qin (CoRR, 2025)

EmotionTalk: An Interactive Chinese Multimodal Emotion Dataset With Rich Annotations. - Haoqin Sun; Xuechen Wang; Jinghua Zhao 004; Shiwan Zhao; Jiaming Zhou; Hui Wang 075; Jiabei He 001; Aobo Kong; Xi Yang 023; Yequan Wang; Yonghua Lin; Yong Qin (CoRR, 2025)