Correct like humans: Progressive learning framework for Chinese text error correction - Yinghui Li; Shirong Ma; Shaoshen Chen; Haojing Huang; Shulin Huang; Yangning Li; Hai-Tao Zheng; Ying Shen (Expert Syst. Appl., 2025)

ThinkBench: Dynamic Out-of-Distribution Evaluation for Robust LLM Reasoning - Shulin Huang; Linyi Yang; Yan Song; Shuang Chen; Leyang Cui; Ziyu Wan; Qingcheng Zeng; Ying Wen; Kun Shao; Weinan Zhang; Jun Wang; Yue Zhang (CoRR, 2025)

MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities - Yangning Li; Tingwei Lu; Hai-Tao Zheng; Yinghui Li; Shulin Huang; Tianyu Yu; Jun Yuan; Rui Zhang (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

From Retrieval to Generation: Efficient and Effective Entity Set Expansion - Shulin Huang; Shirong Ma; Yangning Li; Yinghui Li; Hai-Tao Zheng (Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024, 2024)

LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles - Shulin Huang; Shirong Ma; Yinghui Li; Mengzuo Huang; Wuhe Zou; Weidong Zhang; Haitao Zheng (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities - Yangning Li; Qingsong Lv; Tianyu Yu; Yinghui Li; Shulin Huang; Tingwei Lu; Xuming Hu; Wenhao Jiang; Hai-Tao Zheng; Hui Wang (CoRR, 2024)

Automatic Context Pattern Generation for Entity Set Expansion - Yinghui Li; Shulin Huang; Xinwei Zhang; Qingyu Zhou; Yangning Li; Ruiyang Liu; Yunbo Cao; Hai-Tao Zheng; Ying Shen (IEEE Trans. Knowl. Data Eng., 2023)

From Retrieval to Generation: Efficient and Effective Entity Set Expansion - Shulin Huang; Shirong Ma; Yangning Li; Yinghui Li; Hai-Tao Zheng; Yong Jiang (CoRR, 2023)

Progressive Multi-task Learning Framework for Chinese Text Error Correction - Shirong Ma; Yinghui Li; Haojing Huang; Shulin Huang; Yangning Li; Hai-Tao Zheng; Ying Shen (CoRR, 2023)

MESED: A Multi-modal Entity Set Expansion Dataset with Fine-grained Semantic Classes and Hard Negative Entities - Yangning Li; Tingwei Lu; Yinghui Li; Tianyu Yu; Shulin Huang; Hai-Tao Zheng; Rui Zhang; Jun Yuan (CoRR, 2023)

LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles - Shulin Huang; Shirong Ma; Yinghui Li; Mengzuo Huang; Wuhe Zou; Weidong Zhang; Hai-Tao Zheng (CoRR, 2023)

EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data - Shirong Ma; Shen Huang; Shulin Huang; Xiaobin Wang; Yangning Li; Hai-Tao Zheng; Pengjun Xie; Fei Huang; Yong Jiang (CoRR, 2023)

Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking - Yinghui Li; Shirong Ma; Qingyu Zhou; Zhongli Li; Yangning Li; Shulin Huang; Ruiyang Liu; Chao Li; Yunbo Cao; Haitao Zheng (Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction - Shirong Ma; Yinghui Li; Rongyi Sun; Qingyu Zhou; Shulin Huang; Ding Zhang; Yangning Li; Ruiyang Liu; Zhongli Li; Yunbo Cao; Haitao Zheng; Ying Shen (Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Automatic Context Pattern Generation for Entity Set Expansion - Yinghui Li; Shulin Huang; Xinwei Zhang; Qingyu Zhou; Yangning Li; Ruiyang Liu; Yunbo Cao; Hai-Tao Zheng; Ying Shen (CoRR, 2022)

Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking - Yinghui Li; Shirong Ma; Qingyu Zhou; Zhongli Li; Yangning Li; Shulin Huang; Ruiyang Liu; Chao Li; Yunbo Cao; Haitao Zheng (CoRR, 2022)

Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction - Shirong Ma; Yinghui Li; Rongyi Sun; Qingyu Zhou; Shulin Huang; Ding Zhang; Yangning Li; Ruiyang Liu; Zhongli Li; Yunbo Cao; Haitao Zheng; Ying Shen (CoRR, 2022)

Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation - Shulin Huang; Shirong Ma; Yinghui Li; Yangning Li; Shiyang Lin; Hai-Tao Zheng; Ying Shen (CoRR, 2022)