Comprehensive Analysis of Multilingual Large Language Models: Corpora, Alignment, and Bias

This survey provides a comprehensive analysis of Multilingual Large Language Models (MLLMs), delving into critical issues surrounding their training corpora, multilingual representation alignment, and inherent biases.