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TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime

TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime

The TREC Deep Learning (DL) Track studies ad hoc search in the large data regime, meaning that a large set of human-labeled training data is available. Results so far indicate that the best models with large data may be deep neural networks. This paper supports the reuse of the TREC …