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Department of Computer Science, Rensselaer Polytechnic Institute (RPI
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Language diffusion models aren't just generative, they're associative memories that reveal a sharp memorization-to-generalization transition detectable via conditional entropy.
Decoder-based Sense Knowledge Distillation (DSKD) lets generative models learn structured semantics without the inference-time overhead of dictionary lookups.
