conll-hyper-bi.json

{
    "task": "tagger",
    "batchsz": 10,
    "conll_output": "conllresults.conll",
    "test_thresh": 10,
    "charsz": 30,
    "unif": 0.1,
    "preproc": {
        "mxlen": -1,
        "mxwlen": -1,
        "lower": true
    },
    "backend": "tensorflow",
    "dataset": "conll-iobes",
    "loader": {
        "reader_type": "default"
    },
    "model": {
        "model_type": "hyper",
        "cfiltsz": [3],
        "hsz": 200,
        "wsz": 30,
        "dropout": 0.5,
        "rnntype": "rnn",
        "layers": 1,
        "crf_mask": false,
        "cell_type": "lstm",
        "crf": false,
        "lr_words": 0.001,
        "lr_ffnn": 0.0001,
        "c_val": 1.0,
        "inputs_geom": "lorentz",
        "sent_geom": "hyp",
        "ffnn_geom": "hyp",
        "mlr_geom": "hyp",
        "eucl_clip": 5,
        "hyp_clip": 1
    },
    "word_embeddings": {
        "label": "hyperbolic"
    },
    "train": {
        "epochs": 100,
        "trainer_type": "hyper",
        "eta": 0.015,
        "mom": 0.9,
        "patience": 40,
        "early_stopping_metric": "f1",
        "clip": 5.0,
        "span_type": "iobes"
    }
}