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Hate speech classification on ETHOS binary

79.71F1 Score

BILSTM

Updated 1mo ago

Evaluation Results

Method	Links
BILSTM 2021.06		79.71	80.15	80.37	79.76	83.03
LSTM 2021.06		79.08	79.36	79.38	79.37	79.49
BERT 2021.06		78.83	76.64	79.17	78.43	74.31
BILSTM + Attention 2021.06		78.52	79.16	79.67	78.58	83
GRU 2021.06		77.91	78.36	78.59	78.18	79.47
CNN + Attention 2021.06		77.52	77.96	77.89	77.69	79.62
BILSTM 2021.06		76.85	77.45	77.99	77.1	79.66
BILSTM + Attention 2021.06		76.8	77.34	77.76	77	79.63
CNN + LSTM 2021.06		76.04	76.66	77.2	76.18	79.43
CNN + Attention 2021.06		74.41	75.15	74.92	74.35	80.35
LSTM 2021.06		72.85	73.43	73.37	72.97	76.44
CNN + LSTM 2021.06		72.13	72.94	73.47	72.4	76.65