pos

hanlp.pretrained.pos.C863_POS_ELECTRA_SMALL = 'https://file.hankcs.com/hanlp/pos/pos_863_electra_small_20210808_124848.zip'

Electra small model (Clark et al. 2020) trained on Chinese 863 corpus. Accuracy = 95.22.

hanlp.pretrained.pos.CTB5_POS_RNN = 'https://file.hankcs.com/hanlp/pos/ctb5_pos_rnn_20200113_235925.zip'

An old school BiLSTM tagging model trained on CTB5.

hanlp.pretrained.pos.CTB5_POS_RNN_FASTTEXT_ZH = 'https://file.hankcs.com/hanlp/pos/ctb5_pos_rnn_fasttext_20191230_202639.zip'

An old school BiLSTM tagging model with FastText (Bojanowski et al. 2017) embeddings trained on CTB5.

hanlp.pretrained.pos.CTB9_POS_ALBERT_BASE = 'https://file.hankcs.com/hanlp/pos/ctb9_albert_base_20211228_163935.zip'

ALBERT model (Lan et al. 2020) trained on CTB9 (Xue et al. 2016). This is a TF component.

hanlp.pretrained.pos.CTB9_POS_ELECTRA_SMALL = 'https://file.hankcs.com/hanlp/pos/ctb9_pos_electra_small_20220118_164341.zip'

Electra small model (Clark et al. 2020) trained on CTB9 (Xue et al. 2016). Accuracy = 96.62.

hanlp.pretrained.pos.CTB9_POS_ELECTRA_SMALL_TF = 'https://file.hankcs.com/hanlp/pos/pos_ctb_electra_small_20211227_121341.zip'

Electra small model (Clark et al. 2020) trained on CTB9 (Xue et al. 2016). Accuracy = 96.75. This is a TF component.

hanlp.pretrained.pos.PKU98_POS_ELECTRA_SMALL = 'https://file.hankcs.com/hanlp/pos/pos_pku_electra_small_20210808_125158.zip'

Electra small model (Clark et al. 2020) trained on CTB9 (Xue et al. 2016). Accuracy = 97.60.

hanlp.pretrained.pos.PTB_POS_RNN_FASTTEXT_EN = 'https://file.hankcs.com/hanlp/pos/ptb_pos_rnn_fasttext_20200103_145337.zip'

An old school BiLSTM tagging model with FastText (Bojanowski et al. 2017) embeddings trained on PTB.