Vlad Andrei Negru

MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing

We introduce MorphNLI, a modular step-by-step approach to natural language inference (NLI). When classifying the premise-hypothesis pairs into entailment, contradiction, neutral, we use a language model to generate the necessary edits to incrementally transform (i.e., morph) the premise into the hyp…