Active Learning with Multiple Annotators

Exploration-Exploitation Strategy

Decision framework balancing the assignment of familiar samples to expert annotators (exploitation) with the discovery of capabilities on new data types (exploration). This strategy avoids over-specialization while maximizing short-term quality.

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