Ellina Aleshina

Harnessing Non-Adversarial Robustness in Large Language Models

The work presents an approach for addressing the challenge of robustness in Large Language Models (LLMs) to alterations and potential errors caused by semantically similar but textually different prompts. Recent works have shown that these kinds of prompt variations can significantly impact the perf…