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@@ -27,6 +27,11 @@ dream report according to [Hall and Van de Castle the Activity feature](https://
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  ## Training procedure
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
 
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  ## Training procedure
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+ The model is trained end-to-end using a text2text solution to annotate dream reports following the Activity feature
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+ from the Hall and Van de Castle scoring framework. Given a report, the model generates texts of the form
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+ `[(initialiser : activity type : receiver)]`. For those cases where `initialiser` and `receiver` are the same
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+ entity, the output will follow the `[(initialiser : alone : activity type)]` setting.
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  ### Training hyperparameters
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  The following hyperparameters were used during training: