{
  "dataset_reader": {
    "type": "citation_dataset_reader"
  },
  "train_data_path": "data/jsonl/train.jsonl",
  "validation_data_path": "data/jsonl/dev.jsonl",
  "test_data_path": "data/jsonl/test.jsonl",
  "evaluate_on_test": true,
  "model": {
    "type": "basic_bilstm_classifier",
    "text_field_embedder": {
      "token_embedders": {
        "tokens": {
            "pretrained_file": "/mount/arbeitsdaten/studenten1/team-lab-nlp/mandavsi_rileyic/glove.6B.100d.txt.gz",
            "type": "embedding",
            "embedding_dim": 100,
            "trainable": false
        }
      }
    },
    "encoder": {
      "type": "lstm",
      "input_size": 1124,
      "hidden_size": 100,
      "num_layers": 1,
      "bidirectional": true
    },
    "elmo": {
        "options_file": "https://s3-us-west-2.amazonaws.com/allennlp/models/elmo/2x4096_512_2048cnn_2xhighway_5.5B/elmo_2x4096_512_2048cnn_2xhighway_5.5B_options.json",
        "weight_file": "/mount/arbeitsdaten/studenten1/team-lab-nlp/mandavsi_rileyic/elmo_2x4096_512_2048cnn_2xhighway_5.5B_weights.hdf5",
        "do_layer_norm": true,
        "dropout": 0.5,
        "num_output_representations": 1
    },
    "use_input_elmo": true,
    "classifier_feedforward": {
      "input_dim": 200,
      "num_layers": 2,
      "hidden_dims": [20, 3],
      "activations": ["linear", "linear"]
    }
  },
  "data_loader": {
    "batch_sampler": {
      "type": "bucket",
      "batch_size" : 16
    }
  },
  "trainer": {
    "optimizer": {
      "type": "adam",
      "lr": 0.001
    },
    "num_epochs": 2,
    "cuda_device": 1
  }
}