A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers

Mehrdad Nasser, Mohamad Bagher Sajadi, Behrouz Minaei-Bidgoli

Multiple instance learning (MIL) has become the standard learning paradigm for distantly supervised relation extraction (DSRE). However, due to relation extraction being performed…