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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
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency
Hongyan Wu, Peijian Zeng, Weixiong Zheng +4
Cross-modal text-molecule retrieval task bridges molecule structures and natural language descriptions. Existing methods predominantly focus on aligning text modality and molecule…
cs.CL2024
Jailbreaking? One Step Is Enough!
Weixiong Zheng, Peijian Zeng, Yiwei Li +5
Large language models (LLMs) excel in various tasks but remain vulnerable to jailbreak attacks, where adversaries manipulate prompts to generate harmful outputs. Examining jailbrea…