Automated Knowledge Base Construction Conference 2019

Improving Relation Extraction by Pre-trained Language Representations

Automated Knowledge Base Construction Conference 2019 DFKI-NLP/TRE

Unlike previous relation extraction models, TRE uses pre-trained deep language representations instead of explicit linguistic features to inform the relation classification and combines it with the self-attentive Transformer architecture to effectively model long-range dependencies between entity mentions.