On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction

Jianwei Wang, Tianyin Wang, Ziqian Zeng

The superior performance of supervised classification methods in the information extraction (IE) area heavily relies on a large amount of gold standard data. Recent zero-shot class…