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Large Language ModelsarXiv cs.LGPublished: Apr 13, 2026, 13:00 JST

New EXPONA framework automates data labeling by intelligently generating and balancing multiple label functions across surface, structural, and semantic levels.

New EXPONA framework automates data labeling by intelligently generating and balancing multiple label functions across surface, structural, and semantic levels.

EXPONA addresses the high cost and error-prone nature of manual data annotation by automating label function generation for weak supervision

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