DynaEval: Unifying Turn and Dialogue Level Evaluation. - Chen Zhang 020; Yiming Chen 010; Luis Fernando D'Haro; Yan Zhang 004; Thomas Friedrichs; Grandee Lee; Haizhou Li 001 (ACL/IJCNLP (1), 2021)

Revisiting Self-training for Few-shot Learning of Language Model. - Yiming Chen 010; Yan Zhang 004; Chen Zhang 020; Grandee Lee; Ran Cheng; Haizhou Li 001 (EMNLP (1), 2021)

Investigating the Impact of Pre-trained Language Models on Dialog Evaluation. - Chen Zhang 020; Luis Fernando D'Haro; Yiming Chen 010; Thomas Friedrichs; Haizhou Li 001 (IWSDS, 2021)

Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework. - Yiming Chen 010; Yan Zhang 004; Bin Wang 040; Zuozhu Liu; Haizhou Li 001 (EMNLP, 2022)

Analyzing and Evaluating Faithfulness in Dialogue Summarization. - Bin Wang 040; Chen Zhang 020; Yan Zhang 004; Yiming Chen 010; Haizhou Li 001 (EMNLP, 2022)

Dynamic Transformers Provide a False Sense of Efficiency. - Yiming Chen 010; Simin Chen; Zexin Li 001; Wei Yang 013; Cong Liu 005; Robby T. Tan; Haizhou Li 001 (ACL (1), 2023)

Enhancing Black-Box Few-Shot Text Classification with Prompt-Based Data Augmentation. - Danqing Luo; Chen Zhang 020; Jiahui Xu; Bin Wang 040; Yiming Chen 010; Yan Zhang 004; Haizhou Li 001 (CoRR, 2023)

A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators. - Chen Zhang 020; Luis Fernando D'Haro; Yiming Chen 010; Malu Zhang; Haizhou Li 001 (AAAI, 2024)

Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models. - Yiming Chen 010; Chen Zhang 020; Danqing Luo; Luis Fernando D'Haro; Robby T. Tan; Haizhou Li 001 (ACL (Findings), 2024)

Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models. - Yiming Chen 010; Xianghu Yue; Xiaoxue Gao; Chen Zhang 020; Luis Fernando D'Haro; Robby T. Tan; Haizhou Li 001 (EMNLP (Findings), 2024)

MMAL: Multi-Modal Analytic Learning for Exemplar-Free Audio-Visual Class Incremental Tasks. - Xianghu Yue; Xueyi Zhang; Yiming Chen 010; Chengwei Zhang; Mingrui Lao; Huiping Zhuang; Xinyuan Qian 001; Haizhou Li 001 (ACM Multimedia, 2024)

VoiceBench: Benchmarking LLM-Based Voice Assistants. - Yiming Chen 010; Xianghu Yue; Chen Zhang 020; Xiaoxue Gao; Robby T. Tan; Haizhou Li 001 (CoRR, 2024)

Transferable Adversarial Attacks Against ASR. - Xiaoxue Gao; Zexin Li 001; Yiming Chen 010; Cong Liu 005; Haizhou Li 001 (IEEE Signal Process. Lett., 2024)

Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization. - Xiaoxue Gao; Chen Zhang 020; Yiming Chen 010; Huayun Zhang; Nancy F. Chen (ICASSP, 2025)

PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning. - Xianghu Yue; Yiming Chen 010; Xueyi Zhang; Xiaoxue Gao; Mengling Feng; Mingrui Lao; Huiping Zhuang; Haizhou Li 001 (CoRR, 2025)

Recent Advances in Large Langauge Model Benchmarks against Data Contamination: From Static to Dynamic Evaluation. - Simin Chen; Yiming Chen 010; Zexin Li 001; Yifan Jiang; Zhongwei Wan; Yixin He 002; Dezhi Ran; Tianle Gu; Haizhou Li 001; Tao Xie 001; Baishakhi Ray (CoRR, 2025)

CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks. - Hongchao Jiang; Yiming Chen 010; Yushi Cao; Hung-yi Lee; Robby T. Tan (CoRR, 2025)