Joe Stacey

Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models

2022 · arXiv (Cornell University)

Current Natural Language Inference (NLI) models achieve impressive results, sometimes outperforming humans when evaluating on in-distribution test sets. However, as these models are known to learn from annotation artefacts and dataset biases, it is unclear …