I am a PhD candidate in Management Science and Engineering at Nanjing University of Science and Technology, with an expected graduation date in 2027. My research focuses on natural language processing and information retrieval, particularly academic document understanding and automatic keyphrase extraction. From December 2024 to December 2025, I undertook a joint doctoral research visit at the Information School, University of Sheffield.

Research interests

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

Selected work

• Enhancing keyphrase extraction from academic articles using section structure information, Scientometrics, 2025.
• Utilizing cognitive signals generated during human reading to enhance keyphrase extraction from microblogs, Information Processing & Management, 2024.
• Building a Multimodal Dataset of Academic Paper for Keyword Extraction, Proceedings of the Association for Information Science and Technology, 2024.
• Enhancing Keyword Extraction from Academic Articles Using Highlights, Proceedings of the Association for Information Science and Technology, 2024.

Education

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