CV

Education

• PhD candidate in Management Science and Engineering, Nanjing University of Science and Technology, 2021-present (expected 2027)
• Joint doctoral research visit, Information School, University of Sheffield, December 2024-December 2025
• BSc in Information Management and Information Systems, Hohai University, 2017-2021

Research interests

• Academic document understanding and discourse structure
• Automatic keyphrase extraction and scientific text mining
• Large language models for scholarly information processing
• Eye-tracking and EEG signals for cognition-informed NLP

Publications

Enhancing keyphrase extraction from academic articles using section structure information

Zhang, C., Yan, X., Zhao, L., & Zhang, Y. (2025). Enhancing keyphrase extraction from academic articles using section structure information. Scientometrics, 130(4), 2311-2343.

Building a Multimodal Dataset of Academic Paper for Keyword Extraction

Zhang, J., Yan, X., Xiang, Y., Zhang, Y., & Zhang, C. (2024). Building a Multimodal Dataset of Academic Paper for Keyword Extraction. Proceedings of the Association for Information Science and Technology, 61(1), 435-446.

Enhancing Keyword Extraction from Academic Articles Using Highlights

Yi, X., Xinyi, Y., & Zhang, C. (2024). Enhancing Keyword Extraction from Academic Articles Using Highlights. Proceedings of the Association for Information Science and Technology, 61(1), 1147-1149.

Utilizing cognitive signals generated during human reading to enhance keyphrase extraction from microblogs

Yan, X., Zhang, Y., & Zhang, C. (2024). Utilizing cognitive signals generated during human reading to enhance keyphrase extraction from microblogs. Information Processing & Management, 61(2), 103614.

Teaching

• Teaching assistant, Text Information Processing, Nanjing University of Science and Technology
• Graduate teaching assistant, Beyond the Database, University of Sheffield