OpenCodePapers
chinese-named-entity-recognition-on-resume
Named Entity Recognition (NER)
Chinese Named Entity Recognition
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Paper
Code
F1
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Precision
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Recall
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ModelName
ReleaseDate
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Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
✓ Link
96.87
BERT-CRF (Replicated in AdaSeq)
2021-05-08
FGN: Fusion Glyph Network for Chinese Named Entity Recognition
✓ Link
96.79
FGN
2020-01-15
Boundary Smoothing for Named Entity Recognition
✓ Link
96.66
Baseline + BS
2022-04-26
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information
✓ Link
96.62
AESINER
2020-10-29
Glyce: Glyph-vectors for Chinese Character Representations
✓ Link
96.54
96.62
96.48
Glyce + BERT
2019-01-29
FLAT: Chinese NER Using Flat-Lattice Transformer
✓ Link
95.86
FLAT+BERT
2020-04-24
SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER
✓ Link
95.8
SLK-NER
2020-07-16
Simplify the Usage of Lexicon in Chinese NER
✓ Link
95.59
LSTM + Lexicon augment
2019-08-16
NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity Recognition
✓ Link
95.58
95.63
95.52
NFLAT
2022-05-12
FLAT: Chinese NER Using Flat-Lattice Transformer
✓ Link
95.45
FLAT
2020-04-24
TENER: Adapting Transformer Encoder for Named Entity Recognition
✓ Link
95
TENER
2019-11-10
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition
✓ Link
94.94
95.05
94.82
CAN-NER Model
2019-04-03
Chinese NER Using Lattice LSTM
✓ Link
94.46
Lattice
2018-05-05