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Naming pattern:

  1. GPL/${dataset}-msmarco-distilbert-gpl: Model with training order of (1) MarginMSE on MSMARCO -> (2) GPL on ${dataset};
  2. GPL/${dataset}-tsdae-msmarco-distilbert-gpl: Model with training order of (1) TSDAE on ${dataset} -> (2) MarginMSE on MSMARCO -> (3) GPL on ${dataset};
  3. GPL/msmarco-distilbert-margin-mse: Model trained on MSMARCO with MarginMSE;
  4. GPL/${dataset}-tsdae-msmarco-distilbert-margin-mse: Model with training order of (1) TSDAE on ${dataset} -> (2) MarginMSE on MSMARCO;
  5. GPL/${dataset}-distilbert-tas-b-gpl-self_miner: Starting from the tas-b model, the models were trained with GPL on the target corpus ${dataset} with the base model itself as the negative miner (here noted as "self_miner").

Actually, models in 1. and 2. are built on top of 3. and 4., respectively.

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