Looped language models can run more iterations at test time, but additional iterations need not help them solve longer problems. For sequential state tracking, final-answer supervision does not specif
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PAR: Progress-Aligned Recurrence for Length Generalization in State Tracking was first seen on Hugging Face · Daily papers on Oct 21, 2026. Since then it appeared in 11 hourly checks across 2 days, peaking at #1 on Oct 21, 11:18 UTC. It was last on the list on Oct 22, 01:18 UTC.
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