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Chinese Named Entity Recognition

Chinese named entity recognition is a subtask of information extraction that seeks to locate and classify named entities mentioned in unstructured text into pre-defined categories such as person names, organizations, locations, medical codes, time expressions, quantities, monetary values, percentages, etc. from Chinese text (Source: Adapted from Wikipedia).

Papers

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Showing 1–25 of 75 papers

TitleStatusHype
ERNIE: Enhanced Representation through Knowledge IntegrationCode3
TENER: Adapting Transformer Encoder for Named Entity RecognitionCode3
ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingCode3
FLAT: Chinese NER Using Flat-Lattice TransformerCode2
CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for ChineseCode2
Unified Named Entity Recognition as Word-Word Relation ClassificationCode1
Parallel Instance Query Network for Named Entity RecognitionCode1
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram RepresentationsCode1
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
Locate and Label: A Two-stage Identifier for Nested Named Entity RecognitionCode1
Supplementary Features of BiLSTM for Enhanced Sequence LabelingCode1
SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NERCode1
A Unified MRC Framework for Named Entity RecognitionCode1
Boundary Smoothing for Named Entity RecognitionCode1
MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity RecognitionCode1
FGN: Fusion Glyph Network for Chinese Named Entity RecognitionCode1
Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningCode1
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
DiffusionNER: Boundary Diffusion for Named Entity RecognitionCode1
Chinese NER Using Lattice LSTMCode1
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
Improving Named Entity Recognition with Attentive Ensemble of Syntactic InformationCode1
Named Entity Recognition for Social Media Texts with Semantic AugmentationCode1
NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity RecognitionCode1
A New Multifractal-based Deep Learning Model for Text Mining—0
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