Limitations of Large Language Models in Handling Simple Linguistic Inferences

Large language models exhibit significant limitations in handling simple linguistic inferences that are trivial for humans, including grammatically-specified entailments, monotonicity entailments, and inferences involving evidential adverbs of uncertainty.