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cs.AI 1

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2026 1

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UNVERDICTED 1

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Enhancing Table Reasoning with Deterministic Table-State Rewards

cs.AI · 2026-01-30 · unverdicted · novelty 6.0

RE-TAB uses a deterministic LCS-based table-state reward for stepwise guidance and test-time scaling, raising LLM table-reasoning accuracy by 26.7 pp on average across six backbones and three benchmarks.

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  • Enhancing Table Reasoning with Deterministic Table-State Rewards cs.AI · 2026-01-30 · unverdicted · none · ref 4

    RE-TAB uses a deterministic LCS-based table-state reward for stepwise guidance and test-time scaling, raising LLM table-reasoning accuracy by 26.7 pp on average across six backbones and three benchmarks.