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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 1–50 of 75 papers

TitleStatusHype
ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingCode3
ERNIE: Enhanced Representation through Knowledge IntegrationCode3
TENER: Adapting Transformer Encoder for Named Entity RecognitionCode3
FLAT: Chinese NER Using Flat-Lattice TransformerCode2
CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for ChineseCode2
SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NERCode1
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity RecognitionCode1
FGN: Fusion Glyph Network for Chinese Named Entity RecognitionCode1
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
Parallel Instance Query Network for Named Entity RecognitionCode1
Supplementary Features of BiLSTM for Enhanced Sequence LabelingCode1
Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningCode1
Improving Named Entity Recognition with Attentive Ensemble of Syntactic InformationCode1
Chinese NER Using Lattice LSTMCode1
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram RepresentationsCode1
Locate and Label: A Two-stage Identifier for Nested Named Entity RecognitionCode1
Boundary Smoothing for Named Entity RecognitionCode1
A Unified MRC Framework for Named Entity RecognitionCode1
Unified Named Entity Recognition as Word-Word Relation ClassificationCode1
NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity RecognitionCode1
DiffusionNER: Boundary Diffusion for Named Entity RecognitionCode1
Named Entity Recognition for Social Media Texts with Semantic AugmentationCode1
Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism—0
Adaptive Threshold Selective Self-Attention for Chinese NER—0
Adversarial Learning for Chinese NER from Crowd Annotations—0
A New Multifractal-based Deep Learning Model for Text Mining—0
A Joint Chinese Named Entity Recognition and Disambiguation System—0
A Lexicon-Based Graph Neural Network for Chinese NER—0
A Mixed Morpho-Syntactic and Statistical Approach to Chinese Named Entity Recognition (Une approche mixte morpho-syntaxique et statistique pour la reconnaissance d'entit\'es nomm\'ees en langue chinoise) [in French]—0
A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis—0
Application of Data Encryption in Chinese Named Entity Recognition—0
Attribute based Chinese Named Entity Recognition and Disambiguation—0
CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities—0
Chinese Named Entity Recognition with Graph-based Semi-supervised Learning Model—0
Classification Attention for Chinese NER—0
CRENER: A Character Relation Enhanced Chinese NER Model—0
CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset—0
DAML: Chinese Named Entity Recognition with a fusion method of data-augmentation and meta-learning—0
Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition—0
Distill and Calibrate: Denoising Inconsistent Labeling Instances for Chinese Named Entity Recognition—0
Improving Chinese Named Entity Recognition by Search Engine Augmentation—0
Improving Model Generalization: A Chinese Named Entity Recognition Case Study—0
Incorporating Uncertain Segmentation Information into Chinese NER for Social Media Text—0
基于多任务标签一致性机制的中文命名实体识别(Chinese Named Entity Recognition based on Multi-task Label Consistency Mechanism)—0
Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources—0
Logits-Constrained Framework with RoBERTa for Ancient Chinese NER—0
M-CNER: A Corpus for Chinese Named Entity Recognition in Multi-Domains—0
NCUEE-NLP at SemEval-2022 Task 11: Chinese Named Entity Recognition Using the BERT-BiLSTM-CRF Model—0
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