CSE Colloquium – Constraining Chaos: Toward Faithful and Semantic Decoding in Language Models
Engineering 2 Engineering 2 1156 High Street, Santa Cruz, CAPresenter: Loris D’Antoni, UC San Diego Abstract: Language models excel at producing fluent text, but in domains like code and math, fluency isn’t enough — outputs must obey strict syntactic and semantic rules. A new wave of research is rethinking decoding itself: not as a process of sampling words, but as a negotiation between probability, structure, and […]