2025
Trick or Neat: Adversarial Ambiguity and Language Model Evaluation
ACL 2025finding
Detecting ambiguity is important for language understanding, including uncertainty estimation, humour detection, and processing garden path sentences. We assess language models’ sensitivity to ambiguity by introducing an adversarial ambiguity dataset that includes syntactic, lexical, and phonologica…