DialSummEval: Revisiting Summarization Evaluation for Dialogues. - Mingqi Gao 002; Xiaojun Wan 001 (NAACL-HLT, 2022)

Social Biases in Automatic Evaluation Metrics for NLG. - Mingqi Gao 002; Xiaojun Wan 001 (CoRR, 2022)

Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework. - Mingqi Gao 002; Xiaojun Wan 001; Jia Su; Zhefeng Wang 001; Baoxing Huai (ACL (1), 2023)

Evaluating Factuality in Cross-lingual Summarization. - Mingqi Gao 002; Wenqing Wang; Xiaojun Wan 001; Yuemei Xu (ACL (Findings), 2023)

Human-like Summarization Evaluation with ChatGPT. - Mingqi Gao 002; Jie Ruan; Renliang Sun; Xunjian Yin; Shiping Yang; Xiaojun Wan 001 (CoRR, 2023)

Summarization is (Almost) Dead. - Xiao Pu 003; Mingqi Gao 002; Xiaojun Wan 001 (CoRR, 2023)

Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling. - Jie Ruan; Xiao Pu 003; Mingqi Gao 002; Xiaojun Wan 001; Yuesheng Zhu (AAAI, 2024)

Are LLM-based Evaluators Confusing NLG Quality Criteria? - Xinyu Hu 001; Mingqi Gao 002; Sen Hu; Yang Zhang; Yicheng Chen; Teng Xu 007; Xiaojun Wan 001 (ACL (1), 2024)

Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks. - Xiao Pu 003; Mingqi Gao 002; Xiaojun Wan 001 (LREC/COLING, 2024)

Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability. - Xinyu Hu 001; Li Lin 014; Mingqi Gao 002; Xunjian Yin; Xiaojun Wan 001 (EMNLP, 2024)

LLM-based NLG Evaluation: Current Status and Challenges. - Mingqi Gao 002; Xinyu Hu 001; Jie Ruan; Xiao Pu 003; Xiaojun Wan 001 (CoRR, 2024)

Themis: Towards Flexible and Interpretable NLG Evaluation. - Xinyu Hu 001; Li Lin 014; Mingqi Gao 002; Xunjian Yin; Xiaojun Wan 001 (CoRR, 2024)

A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability. - Xinyu Hu 001; Mingqi Gao 002; Li Lin 014; Zhenghan Yu; Xiaojun Wan 001 (ACL (1), 2025)

Towards A "Novel" Benchmark: Evaluating Literary Fiction with Large Language Models. - Wenqing Wang; Mingqi Gao 002; Xinyu Hu 001; Xiaojun Wan 001 (ACL (Findings), 2025)

Analyzing and Evaluating Correlation Measures in NLG Meta-Evaluation. - Mingqi Gao 002; Xinyu Hu 001; Li Lin 014; Xiaojun Wan 001 (NAACL (Long Papers), 2025)

Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference. - Mingqi Gao 002; Yixin Liu 003; Xinyu Hu 001; Xiaojun Wan 001; Jonathan Bragg; Arman Cohan (NAACL (Findings), 2025)

Aspect-Guided Multi-Level Perturbation Analysis of Large Language Models in Automated Peer Review. - Jiatao Li 001; Yanheng Li 001; Xinyu Hu 001; Mingqi Gao 002; Xiaojun Wan 001 (CoRR, 2025)

Exploring the Multilingual NLG Evaluation Abilities of LLM-Based Evaluators. - Jiayi Chang; Mingqi Gao 002; Xinyu Hu 001; Xiaojun Wan 001 (CoRR, 2025)

Minos: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text. - Junzhe Zhang 004; Huixuan Zhang; Xinyu Hu 001; Li Lin 014; Mingqi Gao 002; Shi Qiu; Xiaojun Wan 001 (CoRR, 2025)