Abstract
Recent research observed a noteworthy phenomenon in large language models (LLMs), referred to as the ``reversal curse.'' The reversal curse is that when dealing with two entities, denoted as and , connected by their relation and its inverse , LLMs excel in handling sequences in the form of ``,'' but encounter challenges when processing ``,'' whethe