You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
58 lines
1.6 KiB
58 lines
1.6 KiB
{
|
|
"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
|
|
}
|
|
}
|