AINeutralarXiv – CS AI · 6h ago6/10
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lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generation
A research team won first place in the SemEval-2026 Task-1 humor generation competition by developing a system that generates diverse joke candidates and selects the best ones using a preference model trained on human comparisons. The approach addresses the core challenge that humor is subjective and audience-dependent, rather than objectively measurable, achieving top rankings across English, Chinese, and Spanish subtasks.