AINeutralarXiv – CS AI · Apr 206/10
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DALM: A Domain-Algebraic Language Model via Three-Phase Structured Generation
Researchers propose DALM, a Domain-Algebraic Language Model that constrains token generation through structured denoising across domain lattices rather than unconstrained decoding. The framework uses algebraic constraints across three phases—domain, relation, and concept resolution—to prevent cross-domain knowledge interference and improve factual accuracy in specialized domains.