Attention Neural Model for Temporal Relation Extraction
Sijia Liu, Liwei Wang, Vipin Chaudhary, Hongfang Liu · 2019
Neural network models have shown promise in the temporal relation extraction task. In this paper, we present the attention based neural network model to extract the containment relations within sentences from clinical narratives. The attention mechanism used on top of GRU model outperforms the existing state-of-the-art neural network models on THYME corpus in intra-sentence temporal relation extraction.