Currently, I am pursuing a three-year master’s degree at Tsinghua University THUKE Lab, advised by Prof. Hai-Tao Zheng. Prior to this, I obtained my bachelor’s degree in Computer Science and Technology from South China University of Technology in 2022.

My research focuses on natural language processing (NLP) and machine learning (ML).
To be more specific, my research interests lie in:

• Text Correction: Correcting and explaining grammatical errors, especially for primary schoolers and second-language learners.
• LLM and LLM-based Agent: Explorations of the reasoning, planning, and clarifying capabilities and applications in complex scenarios.
• AI Education: Providing pedagogical feedback for students.

I am looking for a Ph.D position now. You can find my CV here: Jingheng Ye’s Curriculum Vitae.

🔥 News

• 2024.12: 🎉 EXCGEC is accepted by AAAI 2025.
• 2023.10: 🎉 Three papers are accepted by EMNLP 2023.
• 2022.09: 🧑‍🎨 Join THUKE Lab.

📝 Publications

 📚 Text Correction

AAAI 2025 EXCGEC: A Benchmark of Edit-wise Explainable Chinese Grammatical Error Correction
Jingheng Ye*, Shang Qin*, Yinghui Li, et al.

EMNLP 2023 CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction
Jingheng Ye*, Yinghui Li*, Qingyu Zhou, et al.

EMNLP 2023 Mixedit: Revisiting data augmentation and beyond for grammatical error correction
Jingheng Ye, Yinghui Li, Yangning Li, et al.

EMNLP 2023 A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check
Haojing Huang*, Jingheng Ye*, Qingyu Zhou, et al.

Preprint CLEME2.0: Towards More Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction
Jingheng Ye*, Zishan Xu*, Yinghui Li, et al.

Preprint Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
Yinghui Li, Shang Qin, Jingheng Ye, et al.

 🤖 LLM-based Agent

Preprint ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
Jingheng Ye, Yong Jiang, Xiaobin Wang, et al.

🥇 Honors and Awards

• 2024.12 National Scholarship (Master)
• 2023.12 First class special scholarship at the college level
• 2021.12 Fist class scholarship at the school level
• 2020.12 National Encouragement Scholarship
• 2020.12 Merit Student of South China University of Technology
• 2019.12 National Scholarship (Undergraduate) (1/160)

🏆 Competitions

• 2023.08 CCL23-Eval Chinese Learner Text Correction (CLTC) Track-1, Second Prize. Technical Report
• 2023.04 Geneva International Exhibition of Inventions, Silver Prize
• 2022.10 CCL22-Eval Chinese Learner Text Correction (CLTC) Task-4, First Prize. Technical Report
• 2021.02 The Mathematical Contest in Modeling (MCM), Meritorious Winner

📖 Educations

• 2022.06 - 2025.04, Master in Computer Science and Technology, Tsinghua University (THU)
• 2018.09 - 2022.06, Bachelor in Computer Science and Technology, South China Univeristy of Technology (SCUT)

💻 Internships

• 2024.09 - Present, Squirrel AI
• 2023.12 - 2024.08, Alibaba
• 2021.07 - 2021.09, Tencent