SPT turns predefined IE schemas into trainable token embeddings, enabling one small model to handle closed, open, and on-demand extraction through schema retrieval, generation, and infilling.
Cafarella, Stephen Soderland, Matthew Broadhead, and Oren Etzioni
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Schema as Parameterized Tools for Universal Information Extraction
SPT turns predefined IE schemas into trainable token embeddings, enabling one small model to handle closed, open, and on-demand extraction through schema retrieval, generation, and infilling.