Vega-MT: The JD Explore Academy Machine Translation System for WMT22. - Changtong Zan; Keqin Peng; Liang Ding 006; Baopu Qiu; Boan Liu; Shwai He; Qingyu Lu 001; Zheng Zhang 036; Chuang Liu 008; Weifeng Liu 001; Yibing Zhan; Dacheng Tao (WMT, 2022)

Vega-MT: The JD Explore Academy Translation System for WMT22. - Changtong Zan; Keqin Peng; Liang Ding 006; Baopu Qiu; Boan Liu; Shwai He; Qingyu Lu 001; Zheng Zhang 036; Chuang Liu 008; Weifeng Liu 001; Yibing Zhan; Dacheng Tao (CoRR, 2022)

Toward Human-Like Evaluation for Natural Language Generation with Error Analysis. - Qingyu Lu 001; Liang Ding 006; Liping Xie; Kanjian Zhang; Derek F. Wong; Dacheng Tao (ACL (1), 2023)

Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models: A Case Study on ChatGPT. - Qingyu Lu 001; Baopu Qiu; Liang Ding 006; Liping Xie; Dacheng Tao (CoRR, 2023)

Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models. - Qingyu Lu 001; Baopu Qiu; Liang Ding 006; Kanjian Zhang; Tom Kocmi; Dacheng Tao (ACL (Findings), 2024)

MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators. - Qingyu Lu 001; Liang Ding 006; Kanjian Zhang; Jinxia Zhang; Dacheng Tao (COLING, 2025)

Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments. - Qingyu Lu 001; Liang Ding 006; Siyi Cao; Xuebo Liu 002; Kanjian Zhang; Jinxia Zhang; Dacheng Tao (EMNLP (Findings), 2025)

The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check. - Qingyu Lu 001; Liang Ding 006; Kanjian Zhang; Jinxia Zhang; Dacheng Tao (CoRR, 2026)