Focus Is What You Need For Chinese Grammatical Error Correction. - Jingheng Ye; Yinghui Li; Shirong Ma; Rui Xie 005; Wei Wu 014; Hai-Tao Zheng 002 (CoRR, 2022)

A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check. - Haojing Huang 001; Jingheng Ye; Qingyu Zhou; Yinghui Li; Yangning Li; Feng Zhou; Hai-Tao Zheng 002 (EMNLP (Findings), 2023)

MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction. - Jingheng Ye; Yinghui Li; Yangning Li; Hai-Tao Zheng 002 (EMNLP (Findings), 2023)

CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction. - Jingheng Ye; Yinghui Li; Qingyu Zhou; Yangning Li; Shirong Ma; Hai-Tao Zheng 002; Ying Shen 001 (EMNLP, 2023)

Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction. - Yinghui Li; Shang Qin; Jingheng Ye; Shirong Ma; Yangning Li; Libo Qin 001; Xuming Hu; Wenhao Jiang; Hai-Tao Zheng 002; Philip S. Yu (CoRR, 2024)

EXCGEC: A Benchmark of Edit-wise Explainable Chinese Grammatical Error Correction. - Jingheng Ye; Shang Qin; Yinghui Li; Xuxin Cheng; Libo Qin 001; Hai-Tao Zheng 002; Peng Xing; Zishan Xu; Guo Cheng; Zhao Wei (CoRR, 2024)

CLEME2.0: Towards More Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction. - Jingheng Ye; Zishan Xu; Yinghui Li; Xuxin Cheng; Linlin Song; Qingyu Zhou; Hai-Tao Zheng 002; Ying Shen 001; Xin Su (CoRR, 2024)

ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions. - Jingheng Ye; Yong Jiang 001; Xiaobin Wang; Yinghui Li; Yangning Li; Hai-Tao Zheng 002; Pengjun Xie; Fei Huang 002 (CoRR, 2024)

Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia. - Miao Yu; Junyuan Mao; Guibin Zhang; Jingheng Ye; Junfeng Fang; Aoxiao Zhong; Yang Liu 018; Yuxuan Liang; Kun Wang 042; Qingsong Wen (CoRR, 2024)

EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction. - Jingheng Ye; Shang Qin; Yinghui Li; Xuxin Cheng; Libo Qin 001; Hai-Tao Zheng 002; Ying Shen 001; Peng Xing; Zishan Xu; Guo Cheng; Wenhao Jiang (AAAI, 2025)

EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. - Jiamin Su; Yibo Yan; Fangteng Fu; Zhang Han; Jingheng Ye; Xiang Liu 001; Jiahao Huo; Huiyu Zhou 005; Xuming Hu (ACL (Findings), 2025)

CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction. - Jingheng Ye; Zishan Xu; Yinghui Li; Linlin Song; Qingyu Zhou; Hai-Tao Zheng 002; Ying Shen 001; Wenhao Jiang; Hong-Gee Kim; Ruitong Liu; Xin Su; Zifei Shan (ACL (1), 2025)

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning. - Yibo Yan; Shen Wang 005; Jiahao Huo; Jingheng Ye; Zhendong Chu; Xuming Hu; Philip S. Yu; Carla P. Gomes; Bart Selman; Qingsong Wen (CoRR, 2025)

Position: LLMs Can be Good Tutors in Foreign Language Education. - Jingheng Ye; Shen Wang 005; Deqing Zou; Yibo Yan; Kun Wang 042; Hai-Tao Zheng 002; Zenglin Xu; Irwin King; Philip S. Yu; Qingsong Wen (CoRR, 2025)

Revisiting Classification Taxonomy for Grammatical Errors. - Deqing Zou; Jingheng Ye; Yulu Liu; Yu Wu; Zishan Xu; Yinghui Li; Hai-Tao Zheng 002; Bingxu An; Zhao Wei; Yong Xu 007 (CoRR, 2025)

EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. - Jiamin Su; Yibo Yan; Fangteng Fu; Han Zhang; Jingheng Ye; Xiang Liu 001; Jiahao Huo; Huiyu Zhou 005; Xuming Hu (CoRR, 2025)

Corrections Meet Explanations: A Unified Framework for Explainable Grammatical Error Correction. - Jingheng Ye; Shang Qin; Yinghui Li; Hai-Tao Zheng 002; Shen Wang 005; Qingsong Wen (CoRR, 2025)

GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment. - Jiwei Tang; Zhicheng Zhang; Shunlong Wu; Jingheng Ye; Lichen Bai; Zitai Wang; Tingwei Lu; Jiaqi Chen; Lin Hai; Hai-Tao Zheng 002; Hong-Gee Kim (CoRR, 2025)