{
    "batchsz": 20,
    "conll_output": "twposresults.conll",
    "test_thresh": 10,
    "charsz": 16,
    "unif": 0.1,
    "preproc": {
        "mxlen": 38,
        "mxwlen": 40,
        "web-cleanup": true,
        "lower": true,
        "valsplit": 0.15
    },
    "backend": "tensorflow",
    "dataset": "twpos",
    "loader": {
        "reader_type": "default"
    },
    "model": {
        "model_type": "default",
        "cfiltsz": [1,2,3,4,5,7],
        "hsz": 200,
        "wsz": 30,
        "dropout": 0.5,
        "rnntype": "blstm",
        "layers": 1,
        "crf": true	
    },

    "word_embeddings": {
	"label": "w2v-twitter-30M"
    },
    "train": {
        "epochs": 40,
        "optim": "sgd",
        "decay": 0,
        "eta": 0.01,
        "mom": 0.9,
        "patience": 20,
        "early_stopping_metric": "acc",
        "clip": 5.0
    }
}

{
    "batchsz": 20,
    "conll_output": "twposresults.conll",
    "test_thresh": 10,
    "charsz": 16,
    "unif": 0.1,
    "preproc": {
        "mxlen": 38,
        "mxwlen": 40,
        "lower": true,
        "valsplit": 0.15
    },
    "backend": "tensorflow",
    "dataset": "twpos",
    "loader": {
        "reader_type": "default"
    },
    "model": {
        "model_type": "default",
        "cfiltsz": [1,2,3,4,5,7],
        "hsz": 200,
        "wsz": 30,
        "dropout": 0.5,
        "rnntype": "blstm",
        "layers": 1,
        "crf": true	
    },

    "word_embeddings": {
	"label": "glove-twitter-27B"
    },
    "train": {
        "epochs": 40,
        "optim": "sgd",
        "decay": 0,
        "eta": 0.01,
        "mom": 0.9,
        "patience": 20,
        "early_stopping_metric": "acc",
        "clip": 5.0
    }
}

Update config to use more common glove embeddings
Update config to use more common glove embeddings
