Obligation and Prohibition Extraction Using Hierarchical RNNs

Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos

We consider the task of detecting contractual obligations and prohibitions. We show that a self-attention mechanism improves the performance of a BILSTM classifier, the previous st…