We use the Standford Natural Language Inference (SNLI) dataset (Bowman et al., 2015) to pretrain the parameters of entailment-based attention model.
we train a model for Recognizing Textual Entailment (RTE) as follow: whereȳ is the entailment class label, i.e., entails, contradicts, or neutral, h RT E has the same form as Eq.