Atomic Inference for NLI with Generated Facts as Atoms

Understand

With recent advances, neural models can achieve human-level performance on various natural language tasks.

• However, there are no guarantees that any explanations from these models are faithful, i.e.
• that they reflect the inner workings of the model.
• Atomic inference overcomes this issue, providing interpretable and faithful model decisions.