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cs.LG 1

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2026 1

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CONDITIONAL 1

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Can Transformers Learn to Verify During Backtracking Search?

cs.LG · 2026-05-21 · conditional · novelty 7.0

Decoder-only transformers fail to base verification decisions solely on current search state in cumulative traces because of scattered retrieval and history entanglement; Selective State Attention enforces state-only decisions via a fixed mask.

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  • Can Transformers Learn to Verify During Backtracking Search? cs.LG · 2026-05-21 · conditional · none · ref 3

    Decoder-only transformers fail to base verification decisions solely on current search state in cumulative traces because of scattered retrieval and history entanglement; Selective State Attention enforces state-only decisions via a fixed mask.