Tao Fang
Postdoctoral
Email: fangtao@gdiist.cn
Future Directions:
Mainly engaged in natural language processing, LLM, Vision language Model, Reasoning Model, and hallucinations in large language models
Personal Profile:
Graduated with a Doctor of Philosophy in Computer Science from the University of Macau. His research primarily focuses on artificial intelligence, natural language processing, and machine translation, with specific expertise in text error correction, hallucination research in large language models and reasoning-based models, as well as advancing the application of large models in vertical fields such as healthcare and agriculture. He has published over 20 academic papers in top-tier international conferences and SCI journals—including ACL, ICASSP, IJCNN, ESWA, and CMA—categorized as CCF-A/B/C, and has filed 2 invention patents. As a long-term reviewer for the ACL Rolling Review platform, he regularly conducts peer reviews for prestigious international conferences such as ACL, ICLR, EMNLP, and AAAI, as well as for SCI journals including AI, IEEE/ACM TASLP, and ACM TALLIP. Additionally, he has served as a key member in multiple research projects funded by the Macau Science and Technology Development Fund and the National Natural Science Foundation of China.
Academic journal：
[1]. T. Fang, TY. Zhang, DF. Wong, KY. Jin, LS. Zhang, Q. Zhang, TJ. Li, JL. Hou, LS. Chao. LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning. Expert Systems with Applications (ESWA) 2025, SCI Zone 1 / JCR-Q1, TOP Journal, IF=7.5.
[2]. KY. Jin, YP. Wang, T. Fang, L. Santos, X. Yang, SK. Im. SSCM: Self-Supervised Critical Model for Reducing Hallucinations in Chinese Financial Text Generation. ICASSP 2025, CCF-B.
[3]. KX. Lan, T. Fang, DF. Wong, YB. Zu, LS. Chao, GF. Zhao. FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models. ACL 2024, Long Paper, CCF-A, *Co-first authors.
[4]. T. Fang, JP. Hu, DF. Wong, X. Wan, LS. Chao, TH. Chang. Improving Grammatical Error Correction with Multimodal Feature Integration. ACL 2023, Long Paper, CCF-A.
[5]. T. Fang, XB. Liu, DF. Wong, RZ. Zhan, L. Ding, LS. Chao, DC. Tao, M. Zhang. TransGEC: Improving Grammatical Error Correction with Translationese. ACL 2023, Long Paper, CCF-A.
