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 063; Yunbo Cao; Haitao Zheng 002 (EMNLP (Findings), 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 002; Ying Shen 001 (EMNLP (Findings), 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 002; Ying Shen 001 (CoRR, 2022)

From Retrieval to Generation: Efficient and Effective Entity Set Expansion. - Shulin Huang; Shirong Ma; Yangning Li; Yinghui Li; Hai-Tao Zheng 002; Yong Jiang 001 (CoRR, 2023)

Progressive Multi-task Learning Framework for Chinese Text Error Correction. - Shirong Ma; Yinghui Li; Haojing Huang 001; Shulin Huang; Yangning Li; Hai-Tao Zheng 002; Ying Shen 001 (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 002; Pengjun Xie; Fei Huang 002; Yong Jiang 001 (CoRR, 2023)

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 002; Ying Shen 001 (IEEE Trans. Knowl. Data Eng., 2023)

MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities. - Yangning Li; Tingwei Lu; Hai-Tao Zheng 002; Yinghui Li; Shulin Huang; Tianyu Yu 002; Jun Yuan 008; Rui Zhang 003 (AAAI, 2024)

From Retrieval to Generation: Efficient and Effective Entity Set Expansion. - Shulin Huang; Shirong Ma; Yangning Li; Yinghui Li; Hai-Tao Zheng 002 (CIKM, 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 006; Haitao Zheng 002 (LREC/COLING, 2024)

UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities. - Yangning Li; Qingsong Lv; Tianyu Yu 002; Yinghui Li; Shulin Huang; Tingwei Lu; Xuming Hu; Wenhao Jiang; Hai-Tao Zheng 002; Hui Wang 030 (CoRR, 2024)

Correct like humans: Progressive learning framework for Chinese text error correction. - Yinghui Li; Shirong Ma; Shaoshen Chen; Haojing Huang 001; Shulin Huang; Yangning Li; Hai-Tao Zheng 002; Ying Shen 001 (Expert Syst. Appl., 2025)

ThinkBench: Dynamic Out-of-Distribution Evaluation for Robust LLM Reasoning. - Shulin Huang; Linyi Yang; Yan Song 003; Shuang Chen; Leyang Cui; Ziyu Wan; Qingcheng Zeng; Ying Wen 001; Kun Shao; Weinan Zhang 001; Jun Wang 012; Yue Zhang 004 (CoRR, 2025)

Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model. - Junshu Pan; Wei Shen; Shulin Huang; Qiji Zhou; Yue Zhang (CoRR, 2025)

MCEval: A Dynamic Framework for Fair Multilingual Cultural Evaluation of LLMs. - Shulin Huang; Linyi Yang; Yue Zhang (CoRR, 2025)

How Far Are AI Scientists from Changing the World? - Qiujie Xie; Yixuan Weng; Minjun Zhu; Fuchen Shen; Shulin Huang; Zhen Lin; Jiahui Zhou; Zilan Mao; Zijie Yang; Linyi Yang; Jian Wu; Yue Zhang (CoRR, 2025)