Neil De La Fuente

GUIDEX: Guided Synthetic Data Generation for Zero-Shot Information Extraction

Information Extraction (IE) systems are traditionally domain-specific, requiring costlyadaptation that involves expert schema design,data annotation, and model training. WhileLarge Language Models have shown promisein zero-shot IE, performance degrades significantly in unseen domains where label def…