Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers

arXiv:2404.04925v1 Announce Type: new
Abstract: Multilingual Large Language Models are capable of using powerful Large Language Models to handle and respond to queries in multiple languages, which achieves remarkable success in multilingual natural language processing tasks. Despite these breakthroughs, there still remains a lack of a comprehensive survey to summarize existing approaches and recent developments in this field. To this end, in this paper, we present a thorough review and provide a unified perspective to summarize the recent progress as …

abstract arxiv cs.cl frontiers language language model language models language processing languages large language large language model large language models multilingual multiple natural natural language natural language processing processing queries resources success survey tasks taxonomy type