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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
TENER: Adapting Transformer Encoder for Named Entity RecognitionCode3
ERNIE: Enhanced Representation through Knowledge IntegrationCode3
CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for ChineseCode2
FLAT: Chinese NER Using Flat-Lattice TransformerCode2
Parallel Instance Query Network for Named Entity RecognitionCode1
NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity RecognitionCode1
Named Entity Recognition for Social Media Texts with Semantic AugmentationCode1
MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity RecognitionCode1
FGN: Fusion Glyph Network for Chinese Named Entity RecognitionCode1
A Unified MRC Framework for Named Entity RecognitionCode1
Boundary Smoothing for Named Entity RecognitionCode1
Unified Named Entity Recognition as Word-Word Relation ClassificationCode1
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram RepresentationsCode1
Locate and Label: A Two-stage Identifier for Nested Named Entity RecognitionCode1
Improving Named Entity Recognition with Attentive Ensemble of Syntactic InformationCode1
Chinese NER Using Lattice LSTMCode1
Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningCode1
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
Supplementary Features of BiLSTM for Enhanced Sequence LabelingCode1
DiffusionNER: Boundary Diffusion for Named Entity RecognitionCode1
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NERCode1
Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph NetworkCode0
Dependency-Guided LSTM-CRF for Named Entity RecognitionCode0
Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention MechanismCode0
CAN-NER: Convolutional Attention Network for Chinese Named Entity RecognitionCode0
Chinese Named Entity Recognition Augmented with Lexicon MemoryCode0
Dice Loss for Data-imbalanced NLP TasksCode0
Distantly Supervised NER with Partial Annotation Learning and Reinforcement LearningCode0
Exploiting Multiple Embeddings for Chinese Named Entity RecognitionCode0
Glyce: Glyph-vectors for Chinese Character RepresentationsCode0
HREB-CRF: Hierarchical Reduced-bias EMA for Chinese Named Entity RecognitionCode0
Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word SegmentationCode0
MFE-NER: Multi-feature Fusion Embedding for Chinese Named Entity RecognitionCode0
Porous Lattice-based Transformer Encoder for Chinese NERCode0
Rethinking the Value of Gazetteer in Chinese Named Entity RecognitionCode0
Simplify the Usage of Lexicon in Chinese NERCode0
Student-Powered Digital Scholarship CoLab Project in the HKUST Library: Develop a Chinese Named-Entity Recognition (NER) Tool within One Semester from the Ground UpCode0
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence LabelingCode0
Classification Attention for Chinese NER—0
Chinese Named Entity Recognition with Graph-based Semi-supervised Learning Model—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
Unified Lattice Graph Fusion for Chinese Named Entity Recognition—0
Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism—0
Logits-Constrained Framework with RoBERTa for Ancient Chinese NER—0
CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities—0
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