config.json

{
    "output_folder_path": "outputs/WikiActors/50_eval",
    "data_file_path": "data/WikiActors_50_eval.json",
    "individual_name_column": "name",
    "background_knowledge_column": "public_knowledge",
    "load_saved_pretreatment": true,
    "add_non_saved_anonymizations": true,
    "anonymize_background_knowledge": true,
    "only_use_anonymized_background_knowledge": false,
    "use_document_curation": true,
    "save_pretreatment": true,
    "load_saved_finetuning": true,
    "base_model_name": "distilbert-base-uncased",
    "tokenization_block_size":250,
    "use_additional_pretraining": true,
    "save_additional_pretraining": true,
    "load_saved_pretraining": true,
    "pretraining_epochs": 3,
    "pretraining_batch_size": 8,
    "pretraining_learning_rate": 5e-05,
    "pretraining_mlm_probability": 0.15,
    "pretraining_sliding_window": "512-128",
    "finetuning_epochs": 15,
    "finetuning_batch_size": 16,
    "finetuning_learning_rate": 5e-05,
    "finetuning_sliding_window": "100-25",
    "dev_set_column_name": "dev_abstract",
    "save_finetuning": true
}