2 papers
cs.CL2025
Semantic and Structural Analysis of Implicit Biases in Large Language Models: An Interpretable Approach
Renhan Zhang, Lian Lian, Zhen Qi +1
This paper addresses the issue of implicit stereotypes that may arise during the generation process of large language models. It proposes an interpretable bias detection method aim…
cs.CL2025
Transferable Modeling Strategies for Low-Resource LLM Tasks: A Prompt and Alignment-Based Approach
Shuangquan Lyu, Yingnan Deng, Guiran Liu +2
This paper addresses the limited transfer and adaptation capabilities of large language models in low-resource language scenarios. It proposes a unified framework that combines a k…