A human-in-the-loop 'Active Annotation' workflow using embedding clustering lets annotators define intents on the fly and label roughly an order of magnitude more utterances per time than a random single-sentence baseline.
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Active Annotation: bootstrapping annotation lexicon and guidelines for supervised NLU learning
A human-in-the-loop 'Active Annotation' workflow using embedding clustering lets annotators define intents on the fly and label roughly an order of magnitude more utterances per time than a random single-sentence baseline.