Conceptizer introduces a fixed concept vocabulary to reward meaning alongside next-token prediction
Read the original at arxiv.org→arXiv:2610.33027v1 Announce Type: new Abstract: Next-token prediction (NTP) rewards only the token that occurs next, penalizing every alternative. But natural language often offers many ways to express the same...
Original headline: "Conceptizer: Next-Token Prediction Is Not All You Need"
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- Oct 27, 04:00 UTC arXiv cs.CL lead source Conceptizer: Next-Token Prediction Is Not All You Need