Hugging Face AI blog: Can we trust LLMs to judge whether a research idea is novel?
Ai2 has released the Old Ideas, Novel Problems study, providing a novelty benchmark, datasets, and an automated pipeline to test the reliability of using large language models as novelty judges for evaluating research ideas.
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