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News/BOW: Training Language Models to Reason Over Plausible Next Words
arxiv
PublishedSeptember 2, 2026 at 4:00 AM
—neutral

BOW: Training Language Models to Reason Over Plausible Next Words

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arXiv:2506.13502v4 Announce Type: replace Abstract: Next-word prediction (NWP) trains language models against a single observed continuation, even though many contexts admit multiple plausible next words. Recent RL-based next-word reasoning methods make this tension explicit: they reward a model for

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