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Classifier-adaptation knowledge distillation framework for relation extraction and event detection with imbalanced data

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This sentence-level identification information is used by a teacher network to guide the baseline model’s training by sharing its classifier. Like an instructor, the classifier improves the baseline model’s ability to extract this sentence-level identification information from raw texts, thus benefiting overall performance. |