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BeIR
/
sparta-msmarco-distilbert-base-v1

Feature Extraction
Transformers
PyTorch
distilbert
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xet
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  • SPARTA

    SPARTA

    Re-Implementation of SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval. It is the re-implementation we used for BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

    Also have a look at our BEIR repository: https://github.com/UKPLab/beir

    Have a look at https://github.com/nreimers/beir-sparta for the training and inference code of this SPARTA model

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    Papers for BeIR/sparta-msmarco-distilbert-base-v1

    BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

    Paper • 2104.08663 • Published Apr 17, 2021 • 3

    SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval

    Paper • 2009.13013 • Published Sep 28, 2020
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