Christopher Piech

From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generation

We study the problem of controlling the difficulty level of text generated by Large Language Models (LLMs) for contexts where end-users are not fully proficient, such as language learners. Using a novel framework, we evaluate the effectiveness of several key approaches for this task, including few-s…