Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning and Generation with Large Language Models

arXiv:2212.10471v3 Announce Type: replace
Abstract: Previous work has demonstrated the effectiveness of planning for story generation exclusively in a monolingual setting focusing primarily on English. We consider whether planning brings advantages to automatic story generation across languages. We propose a new task of cross-lingual story generation with planning and present a new dataset for this task. We conduct a comprehensive study of different plans and generate stories in several languages, by leveraging the creative and reasoning capabilities of large pre-trained …

abstract advantages arxiv cross-lingual cs.cl english language language models languages large language large language models planning story type work