52 citations · 52 across the 4 of their papers we have counts for
4 papers
Same Values, Different Languages? From Multilingual Probing to Steering LLMs Toward Chinese Social Values
Yuemei Xu, Kexin Xu, Jian Zhou +3
As Large Language Models (LLMs) are increasingly integrated into human society, aligning them with pluralistic social values has become a critical priority. However, whether LLMs e…
Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages
Yuemei Xu, Kexin Xu, Jian Zhou +2
The current Large Language Models (LLMs) face significant challenges in improving their performance on low-resource languages and urgently need data-efficient methods without costl…
Following the Whispers of Values: Unraveling Neural Mechanisms Behind Value-Oriented Behaviors in LLMs
Ling Hu, Yuemei Xu, Xiaoyang Gu +1
Despite the impressive performance of large language models (LLMs), they can present unintended biases and harmful behaviors driven by encoded values, emphasizing the urgent need t…
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias
Yuemei Xu, Ling Hu, Jiayi Zhao +4
Based on the foundation of Large Language Models (LLMs), Multilingual LLMs (MLLMs) have been developed to address the challenges faced in multilingual natural language processing,…