个人简介：孙京博，男，讲师，硕士生导师，2024年于北京师范大学获工学博士学位，2024年至今于中央民族大学信息工程学院任教，2024年至今于国家语言资源监测与研究民族语言中心工作。作为项目骨干参与国家自然科学基金2项，国家社会科学重大项目1项，北京市自然科学基金1项，教育部人文社科重点研究基地重大项目1项，教育部语合中心项目5项。发表SCI/EI论文20余篇，授权发明专利2项。

研究方向：大语言模型，自然语言处理，计算机教育应用，国际中文教育

联系方式：sunjingbo@muc.edu.cn

代表性成果：

[1] Sun, J., Song, T., Peng, W., & Song, J. A survey of automated essay scoring: Challenges, advances, and future. Neurocomputing, 2025.

[2] Liu, H., Xin, X., Peng, W., Song, J., & Sun, J*. Concept-driven knowledge distillation and pseudo label generation for continual named entity recognition. Expert Systems with Applications, 2025.

[3] Sun, J., Peng, W., Song, T., Liu, H., Zhu, S., & Song, J. Enhanced cross-prompt trait scoring via syntactic feature fusion and contrastive learning. The Journal of Supercomputing, 2024.

[4] Song, T., Sun, J.*, Liu, X., & Peng, W. Scale-VAE: Preventing posterior collapse in variational autoencoder. The Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), 2024.

[5] Sun, J., Peng, W., Song, T., & Song, J. Learning from patterns via pre-trained masked language model for semi-supervised automated essay scoring. International Conference on Intelligent Computing (ICIC), 2023.

[6] Sun, J., Peng, W., Xu, Z., Wang, S., Song, T., & Song, J. Incorporating syntactic cognitive in multi-granularity data augmentation for Chinese grammatical error correction. International Conference on Neural Information Processing (ICONIP), 2023.

[7] Sun, J., Song, T., Liu, H., Peng, W., & Song, J. Word-constrained response Generation for international Chinese language education based on decoder backward attention. Proceedings of the 2023 3rd International Conference on Artificial Intelligence, Automation and Algorithms (AI2A), 2023.

[8] Sun, J., Song, T., Song, J., & Peng, W. Improving automated essay scoring by prompt prediction and matching. Entropy, 2022.

[9] Song, T., Sun, J., Liu, X., Song, J., & Peng, W. Topic-word-constrained sentence generation with variational autoencoder. Pattern Recognition Letters, 2022.

[10] Xin, X., Sun, J., Xue, Z., Song, J., & Peng, W. A novel intuitionistic fuzzy three-way decision model based on an intuitionistic fuzzy incomplete information system. International Journal of Machine Learning and Cybernetics, 2022.

[11] 赵梦宇,孙京博,魏遵天,辛现伟,宋继华. 基于BiLSTM和CNN的序贯三支情感分类模型研究. 南京大学学报(自然科学), 2024.