UniCreative uses reference-free RL with an adaptive constraint-aware reward model to unify long-form coherence and short-form creativity in AI writing, producing an emergent ability to switch between planning and direct generation.
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UniCreative: Unifying Long-form Logic and Short-form Sparkle via Reference-Free Reinforcement Learning
UniCreative uses reference-free RL with an adaptive constraint-aware reward model to unify long-form coherence and short-form creativity in AI writing, producing an emergent ability to switch between planning and direct generation.