Table 1.

Performance of the Bi-LSTM-128 models on the development set.

Learning Rate	Epoch	Accuracy	Precision	Recall	F1 Score	AUC
0.00003	10	77.2%	26.2%	74.9%	38.9%	84.2%
	20	78.7%	28.1%	76.9%	41.1%	85.1%
	30	79.8%	28.7%	73.3%	41.2%	86.3%
	40	82.3%	31.2%	68.6%	42.9%	87.1%
	50	82.3%	31.3%	69.3%	43.2%	87.6%
	60	82.7%	31.8%	68.6%	43.4%	87.7%
	70	81.3%	30.1%	70.6%	42.2%	87.6%
	80	82.5%	31.9%	71.3%	44.0%	88.0%
0.0001	10	80.7%	29.9%	73.9%	42.6%	87.2%
	20	80.5%	29.9%	75.6%	42.8%	88.3%
	30	80.8%	30.1%	74.9%	43.0%	88.0%
	40	85.8%	37.0%	66.3%	47.5%	88.2%
	50	89.7%	47.2%	53.1%	50.0%	86.2%
	60	88.4%	43.2%	64.4%	51.7%	87.9%
	70	86.1%	37.4%	64.0%	47.2%	87.3%
	80	88.8%	43.9%	54.1%	48.4%	85.0%
0.001	10	84.5%	35.2%	71.3%	47.1%	88.1%
	20	84.7%	35.1%	68.0%	46.3%	86.9%
	30	90.0%	47.9%	41.6%	44.5%	83.8%
	40	89.1%	44.6%	52.1%	48.1%	80.4%
	50	90.7%	53.3%	34.3%	41.8%	74.5%
	60	89.6%	46.2%	42.6%	44.3%	78.3%
	70	88.6%	42.1%	47.2%	44.5%	79.4%
	80	88.7%	42.5%	46.5%	44.4%	77.5%