A new benchmark shows that NLI models and LLMs struggle to infer presuppositions in conditionals, and fine-tuning on other presupposition datasets does not transfer to this structure.
Local satisfaction guaranteed: A presupposition theory and its problems.Linguistics and Philosophy, 19:259–294, 1996
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Let's CONFER: A Dataset for Evaluating Natural Language Inference Models on CONditional InFERence and Presupposition
A new benchmark shows that NLI models and LLMs struggle to infer presuppositions in conditionals, and fine-tuning on other presupposition datasets does not transfer to this structure.