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@@ -22,7 +22,7 @@ The training and evaluation code is available at the official [TripPy repository
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  The model was trained on MultiWOZ 2.1 data via supervised learning using the [TripPy codebase](https://gitlab.cs.uni-duesseldorf.de/general/dsml/trippy-public).
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  MultiWOZ 2.1 data was loaded via ConvLab-3's unified data format dataloader.
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- The pre-trained encoder is [RoBERTa](https://arxiv.org/abs/1907.11692) (base).
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  Fine-tuning the encoder and training the DST specific classification heads was conducted for 10 epochs.
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  ### Training hyperparameters
 
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  The model was trained on MultiWOZ 2.1 data via supervised learning using the [TripPy codebase](https://gitlab.cs.uni-duesseldorf.de/general/dsml/trippy-public).
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  MultiWOZ 2.1 data was loaded via ConvLab-3's unified data format dataloader.
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+ The pre-trained encoder is [RoBERTa](https://huggingface.co/docs/transformers/model_doc/roberta) (base).
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  Fine-tuning the encoder and training the DST specific classification heads was conducted for 10 epochs.
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  ### Training hyperparameters