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University of Pennsylvania
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NF-CoT achieves higher code-generation accuracy with lower reasoning costs by enabling latent reasoning in continuous states without sacrificing the benefits of traditional chain-of-thought approaches.
Stop blindly rewriting content: AgentGEO diagnoses *why* documents fail to be cited in AI responses, leading to a 40% boost in citations with minimal content changes.
