Contextual representations capture meaning by analyzing surrounding words rather than treating terms in isolation. Used in natural language processing, they power search engines, translation tools, and voice assistants. Developers, linguists, and AI researchers benefit from more accurate text understanding, enabling smarter applications that grasp nuance, tone, and intent.
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