Academic personal website of Xinyi Yan

I am currently a PHD student in Management Science and Engineering with a strong interest in the field of Natural Language Processing. I worked towards my bachelor’s degree in Information management and information system at Hohai University from 2017 to 2021.

Research Domain

Currently, my research focus on natural language processing and information retrieval, specifically delving into the realm of key Information extraction based on multimodal information.

  • Natural language processing (NLP)
  • Text processing
  • Information retrieval
  • Keyphrase Exrtraction
  • Cognitive based NLP

Research Experience

2024.03 - Utilizing cognitive signals generated during human reading to enhance keyphrase extraction from microblogs, has been accepted for publication in the journal Information Processing & Management.

Additionally, I am in the process of submitting an article that explores the enhancement of keyphrase extraction performance through the utilization of section structure information.

Education Background

2017.09~2021.06 Hohai University, Bachelor of Information management & Information system Computer related courses: Computer Science, JAVA, C Language, R Language, Web Design etc. GPA: 4.75, Ranked: 5/72

2021.09~2022.09 Nanjing University of Science and Technology, Successive postgraduate and doctoral programs of Management science and engineering Research fields: Text Information Processing, Keyphrase Extraction Computer related courses: Machine learning, Deep learning, Natural Language Processing etc.

For more info

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