Deep AM-FM: Toolkit for Automatic Dialogue Evaluation. - Chen Zhang 055; Luis Fernando D'Haro; Rafael E. Banchs; Thomas Friedrichs; Haizhou Li 001 (IWSDS, 2020)

DynaEval: Unifying Turn and Dialogue Level Evaluation. - Chen Zhang 055; Yiming Chen 010; Luis Fernando D'Haro; Yan Zhang 004; Thomas Friedrichs; Grandee Lee; Haizhou Li 001 (ACL/IJCNLP (1), 2021)

Investigating the Impact of Pre-trained Language Models on Dialog Evaluation. - Chen Zhang 055; Luis Fernando D'Haro; Yiming Chen 010; Thomas Friedrichs; Haizhou Li 001 (IWSDS, 2021)

D-Score: Holistic Dialogue Evaluation Without Reference. - Chen Zhang 055; Grandee Lee; Luis Fernando D'Haro; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation. - Chen Zhang 055; Luis Fernando D'Haro; Thomas Friedrichs; Haizhou Li 001 (AAAI, 2022)

FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation. - Chen Zhang 055; Luis Fernando D'Haro; Qiquan Zhang; Thomas Friedrichs; Haizhou Li 001 (EMNLP, 2022)

xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark. - Chen Zhang 055; Luis F. D'Haro; Chengguang Tang; Ke Shi; Guohua Tang; Haizhou Li 001 (EMNLP (Findings), 2023)

PoE: A Panel of Experts for Generalized Automatic Dialogue Assessment. - Chen Zhang 055; Luis Fernando D'Haro; Qiquan Zhang; Thomas Friedrichs; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Aligning Language Models Using Follow-up Likelihood as Reward Signal. - Chen Zhang 055; Dading Chong; Feng Jiang 007; Chengguang Tang; Anningzhe Gao; Guohua Tang; Haizhou Li 001 (AAAI, 2025)