AIBullisharXiv – CS AI · 14h ago7/10
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Learning and Enforcing Context-Sensitive Control for LLMs
Researchers introduce a framework that automatically learns context-sensitive constraints from LLM interactions, eliminating the need for manual specification while ensuring perfect constraint adherence during generation. The method enables even 1B-parameter models to outperform larger models and state-of-the-art reasoning systems in constraint-compliant generation.