Localizing Prompt Ambiguity in Large Language Models with Probe-Targeted Attribution

Govind Ramesh, Yao Dou, Wei Xu

Prompt ambiguity is a common source of failure in large language models, but is difficult to localize because it is a latent property of the prompt, while existing attribution meth…