pos¶
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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.
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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.
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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.
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hanlp.pretrained.pos.CTB9_POS_ALBERT_BASE= 'https://file.hankcs.com/hanlp/pos/ctb9_albert_base_zh_epoch_20_20201011_090522.zip'¶ ALBERT model (Lan et al. 2020) trained on CTB9 (Xue et al. 2016).
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hanlp.pretrained.pos.CTB9_POS_ELECTRA_SMALL= 'https://file.hankcs.com/hanlp/pos/pos_ctb_electra_small_20210807_185126.zip'¶ Electra small model (Clark et al. 2020) trained on CTB9 (Xue et al. 2016). Accuracy = 96.75.
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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.
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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.