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      <title>Gated Tree Cross-attention for Checkpoint-Compatible Syntax Injection in Decoder-Only LLMs</title>
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      <description>• Computer Science &amp;gt; Computation and Language [Submitted on 23 Jan 2026] Title:Gated Tree Cross-attention for Checkpoint-Compatible Syntax Injection in Decoder-Only LLMs View PDF H</description>
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