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LilaBoualili/colbert-distilbert-margin_mse-T2-msmarco-encoder-only

sourceHugging Faceupdated 3y agoView on Hugging Face

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Margin-MSE Trained ColBERT encoder model only

We provide the encoder model of the complete retrieval trained DistilBert-based ColBERT model. This model is trained with Margin-MSE using a 3 teacher BERTCat (concatenated BERT scoring) ensemble on MSMARCO-Passage, for more details check the [full model card](https://huggingface.co/sebastian-hofstaetter/colbert-distilbert-marginmse-T2-msmarco).

This encoder-only model is used as the oracle for distilling term topic embeddings in our ECIR'23 paper.