Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness

Tingchen Fu, Fazl Barez

Insensitivity to semantically-preserving variations of prompts (paraphrases) is crucial for reliable behavior and real-world deployment of large language models. However, language…