Portrait
Yitong Han
About Me

I am an undergraduate student in Software Engineering at Guangdong University of Foreign Studies (GDUFS), where I am a member of the Data Mining Lab.

My research interests lie in Large Language Models and Natural Language Processing. During my work at the Data Mining Lab, I have worked on multilingual/Chinese text error correction, as well as sentiment classification.

I am currently a visiting research student at Singapore Management University (SMU), conducting research on Trustworthy AI for Social Good.

For academic discussion, feel free to contact me at 20231003317@mail.gdufs.edu.cn.

Education
  • Guangdong University of Foreign Studies
    Guangdong University of Foreign Studies
    School of Information Science and Technology
    B.Eng. in Software Engineering
    Sep. 2023 - present
Experience
  • Social NLP group
    Social NLP group
    Singapore Management University
    Visiting Research Student
    Jul. 2026 - present
  • Data Mining Lab
    Data Mining Lab
    Guangdong University of Foreign Studies
    Research Assistant
    Nov. 2024 - present
Honors & Awards
  • Honorable Mention in the Mathematical Contest in Modeling (MCM/ICM)
    Apr. 2026
News
2026
Our paper "VAA-CSEC: Vote-guided Advantage Allocation for Chinese Semantic Error Correction" has been accepted by EMNLP 2026！
Aug 21
Received an Honorable Mention in the Mathematical Contest in Modeling (MCM/ICM)！
Apr 01
Our survey "A Review of Multilingual Text Error Correction: Current Status and Technological Progress" has been accepted by Journal of Frontiers of Computer Science and Technology！
Jan 15
Selected Publications (view all )

Yitong Han is in bold.   * co-first author   † corresponding author

VAA-CSEC: Vote-guided Advantage Allocation for Chinese Semantic Error Correction
VAA-CSEC: Vote-guided Advantage Allocation for Chinese Semantic Error Correction

Yitong Han, Nankai Lin†, Juan Luo, Hongyan Wu, Lianxi Wang, Shengyi Jiang

EMNLP 2026 (Main Conference)

[Code]

Zoom
VAA-CSEC: Vote-guided Advantage Allocation for Chinese Semantic Error Correction

Yitong Han, Nankai Lin†, Juan Luo, Hongyan Wu, Lianxi Wang, Shengyi Jiang

EMNLP 2026 (Main Conference)

[Code]

A Review of Multilingual Text Error Correction: Current Status and Technological Progress
A Review of Multilingual Text Error Correction: Current Status and Technological Progress

Nankai Lin, Yitong Han, Hongyan Wu, Bowen Ruan, Shengyi Jiang†, Lianxi Wang

Journal of Frontiers of Computer Science and Technology

[Paper]

Zoom
A Review of Multilingual Text Error Correction: Current Status and Technological Progress

Nankai Lin, Yitong Han, Hongyan Wu, Bowen Ruan, Shengyi Jiang†, Lianxi Wang

Journal of Frontiers of Computer Science and Technology

[Paper]

All publications