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Injecting First-stage Retriever score into the input of cross-encoder re-rankers in a knowledge distillation training setup

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RelevanceCAT: Injecting Relevance score of BM25 or Dense Retriever Improves Cross-encoder re-rankers

Quick run notebook

To quickly train a cross-encoder_BM25CAT or cross-encoder_DPRCAT re-ranker in a knowledge distillation setup, you could use the implementation below:

train_cross-encoder_kd_BM25CAT

train_cross-encoder_kd_DPRCAT

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Injecting First-stage Retriever score into the input of cross-encoder re-rankers in a knowledge distillation training setup

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