Entailment Acquisition

The study addresses the problem of auto- matic acquisition of entailment relations between verbs. While this task has much in common with paraphrases acquisition which aims to discover semantic equiva- …...

We propose a novel method for acquiring entailment pairs of binary patterns on a large-scale. This method exploits the tran- sitivity of entailment and a self-training scheme to improve the …...