Multilingual Coreference Resolution in Low-resource South Asian Languages

arXiv:2402.13571v1 Announce Type: new
Abstract: Coreference resolution involves the task of identifying text spans within a discourse that pertain to the same real-world entity. While this task has been extensively explored in the English language, there has been a notable scarcity of publicly accessible resources and models for coreference resolution in South Asian languages. We introduce a Translated dataset for Multilingual Coreference Resolution (TransMuCoRes) in 31 South Asian languages using off-the-shelf tools for translation and word-alignment. Nearly all of the …

abstract arxiv asian cs.ai cs.cl discourse english english language language languages low multilingual resources text type world