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This repository introduces a multi stage pipeline for skill extraction. The pipeline includes a curriculum bi-encoder, trained to retrieve relevant skill candidates for job description sentences. Then in Stage 2 a cross-encoder model is trained with a binary ranking objective, to determine which of the retrieved candidates are true.
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7
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