CreoleVal: Multilingual Multitask Benchmarks for Creoles

arXiv:2310.19567v2 Announce Type: replace
Abstract: Creoles represent an under-explored and marginalized group of languages, with few available resources for NLP research.While the genealogical ties between Creoles and a number of highly-resourced languages imply a significant potential for transfer learning, this potential is hampered due to this lack of annotated data. In this work we present CreoleVal, a collection of benchmark datasets spanning 8 different NLP tasks, covering up to 28 Creole languages; it is an aggregate of novel development datasets …

abstract annotated data arxiv benchmarks cs.ai cs.cl data imply languages multilingual nlp research resources transfer transfer learning type while work