Tim Schopf

Think-Probe-Respond: Improving Large Language Models as Judges of Research Idea Novelty

Automated novelty judgment can accelerate scientific discovery by enabling efficient evaluation, refinement, and comparison of research ideas. While large language models are increasingly adopted for this task, we investigate a previously overlooked limitation in their judgment capabilities: despite generating reasonin...