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Label Semantics for Few Shot Named Entity Recognition Die Ma1 Miguel Ballesteros1 Srikanth Doss1 Wichita Anubhai1 Sunil Mallya1 Laser AlOnaizan1 Dan Roth1,2 1 AWS AI Labs 2 Computer and Information
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Identify the key information that needs to be conveyed through the label.
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Who needs label semantics for few?

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Manufacturers of products that require labeling for safety or regulatory compliance.
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Label semantics for few is a set of rules and guidelines used to ensure accurate and consistent labeling of products.
The manufacturers or distributors of products are required to file label semantics for few.
Label semantics for few can be filled out using a standardized template provided by the regulatory authorities.
The purpose of label semantics for few is to provide important information to consumers about the products they are purchasing.
Information such as ingredients, nutritional facts, expiration dates, and usage instructions must be reported on label semantics for few.
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