Temporal Reasoning in Natural Language Inference

Code

• github.com/sidsvash26/temporal_nli
  OfficialIn paperpytorch★ 7

Abstract

We introduce five new natural language inference (NLI) datasets focused on temporal reasoning. We recast four existing datasets annotated for event duration---how long an event lasts---and event ordering---how events are temporally arranged---into more than one million NLI examples. We use these datasets to investigate how well neural models trained on a popular NLI corpus capture these forms of temporal reasoning.

Tasks

Reproductions