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model_params.json
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model_params.json
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{"rnn1": "LSTM",
"rnn1_layers": 1,
"bidirectional": 1,
"penultimate_layers": 0,
"units1": 256,
"units2": 128,
"units3": 64,
"dropout1": 0.5,
"optimizer": "adam",
"window_size": 3,
"memory_merge": "concat",
"position_emb": 3,
"gpu": true,
"contex.sum": "sum",
"nb_epoch": 100,
"batch_size": 5,
"weight_decay": 0,
"embedding_dim": 8,
"non-linear": "tanh",
"layer_number": 3,
"projection_style": "untie",
"non-linear1": "relu",
"conv_filter_size": 3,
"entity_conv_filter_size": 1,
"hidden_dim_ent": 50,
"num_entEmb_layers": 1,
"is_bidirectional_ent": 1,
"drop_out_rate_ent": 0.5,
"entity_embed_dim": 8,
"char_embed_dim": 50,
"char_feature_size": 50,
"max_char_len": 10,
"gat_entity_embedding_dim": 200,
"negative_sampling": 20,
"negative_sampling_test": 353,
"context_to_use_for_ablation": "surface_form",
"max_num_nodes": 9
}