LLMs excel at finding surprising “needles” in very long documents, but can they detect when information is conspicuously missing?
🫥AbsenceBench🫥 shows that even SoTA LLMs struggle on this task, suggesting that LLMs have trouble perceiving “negative spaces”.
Paper: arxiv.org/abs/2506.11440
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