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chinese-named-entity-recognition-on-ontonotes
Named Entity Recognition (NER)
Chinese Named Entity Recognition
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Paper
Code
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Precision
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Recall
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ModelName
ReleaseDate
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Dice Loss for Data-imbalanced NLP Tasks
✓ Link
84.47
BERT-MRC+DSC
2019-11-07
Unified Named Entity Recognition as Word-Word Relation Classification
✓ Link
83.08
W2NER
2021-12-19
Boundary Smoothing for Named Entity Recognition
✓ Link
82.83
Baseline + BS
2022-04-26
A Unified MRC Framework for Named Entity Recognition
✓ Link
82.11
BERT-MRC
2019-10-25
FGN: Fusion Glyph Network for Chinese Named Entity Recognition
✓ Link
82.04
FGN
2020-01-15
FLAT: Chinese NER Using Flat-Lattice Transformer
✓ Link
81.82
FLAT+BERT
2020-04-24
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information
✓ Link
81.18
AESINER
2020-10-29
Glyce: Glyph-vectors for Chinese Character Representations
✓ Link
80.62
81.87
81.4
Glyce + BERT
2019-01-29
SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER
✓ Link
80.2
SLK-NER
2020-07-16
NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity Recognition
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77.21
75.17
79.37
NFLAT
2022-05-12
FLAT: Chinese NER Using Flat-Lattice Transformer
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76.45
FLAT
2020-04-24
Simplify the Usage of Lexicon in Chinese NER
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75.54
LSTM + Lexicon augment
2019-08-16
A Lexicon-Based Graph Neural Network for Chinese NER
74.89
76.13
73.68
LGN
2019-11-01
Chinese NER Using Lattice LSTM
✓ Link
73.88
Lattice
2018-05-05
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition
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73.64
75.05
72.29
CAN-NER Model
2019-04-03