train_config.json

{
  "to_train_instances": [
    {
      "name": "EN300Twitter",
      "language": "EN",
      "train_dataset_path": "Dataset/SemEval2017/Subtask_A/preprocessed/A_allyears_alldatasets_onlysemval_train90.preprocessed.tsv",
      "dev_dataset_path": "Dataset/SemEval2017/Subtask_A/preprocessed/A_allyears_alldatasets_onlysemval_dev10.preprocessed.tsv",
      "test_dataset_path": "Dataset/SemEval2017/Subtask_A/preprocessed/SemEval2017-task4-test.subtask-A.english.preprocessed.tsv",
      "labels" : {
        "positive": 0,
        "neutral": 1,
        "negative": 2
      },
      "embeddings_path": "Embeddings/datastories.twitter.300d.txt",
      "preprocessing_style": "twitter",
      "hidden_dim": 150,      
      "num_layers": 2,
      "bidirectional": true,
      "attention": "simple",
      "noise": 0.3,
      "final_layer": false,
      "dropout_final": 0.5,
      "dropout_attention": 0.5,
      "dropout_words": 0.3,
      "dropout_rnn": 0.3,
      "dropout_rnn_u": 0.3,
      "lr": 0.001,
      "grad_clip": 1,
      "n_epochs": 5,
      "batch_size": 128,
      "save_in_REST_config": true,
      "target_REST_config_path": "REST_config.json"
    }
  ]
}