dep
dep¶
- hanlp.pretrained.dep.CTB5_BIAFFINE_DEP_ZH = 'https://file.hankcs.com/hanlp/dep/biaffine_ctb5_20191229_025833.zip'¶
Biaffine LSTM model (Dozat & Manning 2017) trained on CTB5.
- hanlp.pretrained.dep.CTB7_BIAFFINE_DEP_ZH = 'https://file.hankcs.com/hanlp/dep/biaffine_ctb7_20200109_022431.zip'¶
Biaffine LSTM model (Dozat & Manning 2017) trained on CTB7.
- hanlp.pretrained.dep.CTB9_DEP_ELECTRA_SMALL = 'https://file.hankcs.com/hanlp/dep/ctb9_dep_electra_small_20220216_100306.zip'¶
Electra small encoder (Clark et al. 2020) with Biaffine decoder (Dozat & Manning 2017) trained on CTB9-SD330. Performance is UAS=87.68% LAS=83.54%.
- hanlp.pretrained.dep.CTB9_UDC_ELECTRA_SMALL = 'https://file.hankcs.com/hanlp/dep/udc_dep_electra_small_20220218_095452.zip'¶
Electra small encoder (Clark et al. 2020) with Biaffine decoder (Dozat & Manning 2017) trained on CTB9-UD420. Performance is UAS=85.92% LAS=81.13% .
- hanlp.pretrained.dep.PMT1_DEP_ELECTRA_SMALL = 'https://file.hankcs.com/hanlp/dep/pmt_dep_electra_small_20220218_134518.zip'¶
Electra small encoder (Clark et al. 2020) with Biaffine decoder (Dozat & Manning 2017) trained on PKU Multi-view Chinese Treebank (PMT) 1.0 (Qiu et al. 2014). Performance is UAS=91.21% LAS=88.65%.
- hanlp.pretrained.dep.PTB_BIAFFINE_DEP_EN = 'https://file.hankcs.com/hanlp/dep/ptb_dep_biaffine_20200101_174624.zip'¶
Biaffine LSTM model (Dozat & Manning 2017) trained on PTB.