Dadong Wan

Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction

2018 · arXiv (Cornell University)

Attention mechanisms are often used in deep neural networks for distantly supervised relation extraction (DS-RE) to distinguish valid from noisy instances. However, traditional 1-D vector attention models are insufficient for the learning of different contexts …