3 papers
cs.CL2026
Multiple-Debias: A Full-process Debiasing Method for Multilingual Pre-trained Language Models
Haoyu Liang, Peijian Zeng, Wentao Huang +2
Multilingual Pre-trained Language Models (MPLMs) have become essential tools for natural language processing. However, they often exhibit biases related to sensitive attributes suc…
cs.CL2025
HateDebias: On the Diversity and Variability of Hate Speech Debiasing
Hongyan Wu, Zhengming Chen, Zijian Li +4
Hate speech frequently appears on social media platforms and urgently needs to be effectively controlled. Alleviating the bias caused by hate speech can help resolve various ethica…
cs.AI2025
LLM-driven Effective Knowledge Tracing by Integrating Dual-channel Difficulty
Jiahui Cen, Jianghao Lin, Weixuan Zhong +4
Knowledge Tracing (KT) is a fundamental technology in intelligent tutoring systems used to simulate changes in students' knowledge state during learning, track personalized knowled…