Global-Selector: A New Benchmark Dataset and Model Architecture for Multi-turn Response Selection. - Chiyu Song; Hongliang He; Huachuan Qiu; Haofei Yu; Zhenzhong Lan (CoRR, 2021)

Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems. - Chiyu Song; Hongliang He; Haofei Yu; Pengfei Fang; Leyang Cui; Zhenzhong Lan (ACL (Findings), 2023)

Dynamics of Instruction Tuning: Each Ability of Large Language Models Has Its Own Growth Pace. - Chiyu Song; Zhanchao Zhou; Jianhao Yan; Yuejiao Fei; Zhenzhong Lan; Yue Zhang 004 (CoRR, 2023)

Understanding In-Context Learning from Repetitions. - Jianhao Yan; Jin Xu; Chiyu Song; Chenming Wu; Yafu Li; Yue Zhang 004 (ICLR, 2024)

Dynamics of Instruction Fine-Tuning for Chinese Large Language Models. - Chiyu Song; Zhanchao Zhou; Jianhao Yan; Yuejiao Fei; Zhenzhong Lan; Yue Zhang 004 (COLING, 2025)