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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).

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Showing 1–50 of 75 papers

TitleStatusHype
Logits-Constrained Framework with RoBERTa for Ancient Chinese NER—0
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
HREB-CRF: Hierarchical Reduced-bias EMA for Chinese Named Entity RecognitionCode0
CRENER: A Character Relation Enhanced Chinese NER Model—0
Unified Lattice Graph Fusion for Chinese Named Entity Recognition—0
Supplementary Features of BiLSTM for Enhanced Sequence LabelingCode1
DiffusionNER: Boundary Diffusion for Named Entity RecognitionCode1
Overview of the ROCLING 2022 Shared Task for Chinese Healthcare Named Entity Recognition—0
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence LabelingCode0
Improving Chinese Named Entity Recognition by Search Engine Augmentation—0
Adaptive Threshold Selective Self-Attention for Chinese NER—0
Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition—0
Application of Data Encryption in Chinese Named Entity Recognition—0
Rethinking the Value of Gazetteer in Chinese Named Entity RecognitionCode0
NCUEE-NLP at SemEval-2022 Task 11: Chinese Named Entity Recognition Using the BERT-BiLSTM-CRF Model—0
CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities—0
NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity RecognitionCode1
Boundary Smoothing for Named Entity RecognitionCode1
Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition—0
Using Domain Knowledge for Low Resource Named Entity Recognition—0
Parallel Instance Query Network for Named Entity RecognitionCode1
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
Unified Named Entity Recognition as Word-Word Relation ClassificationCode1
A New Multifractal-based Deep Learning Model for Text Mining—0
Distill and Calibrate: Denoising Inconsistent Labeling Instances for Chinese Named Entity Recognition—0
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
DAML: Chinese Named Entity Recognition with a fusion method of data-augmentation and meta-learning—0
CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset—0
MFE-NER: Multi-feature Fusion Embedding for Chinese Named Entity RecognitionCode0
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
Improving Model Generalization: A Chinese Named Entity Recognition Case Study—0
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity RecognitionCode1
Locate and Label: A Two-stage Identifier for Nested Named Entity RecognitionCode1
Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningCode1
A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis—0
Improving Named Entity Recognition with Attentive Ensemble of Syntactic InformationCode1
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
SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NERCode1
FLAT: Chinese NER Using Flat-Lattice TransformerCode2
Incorporating Uncertain Segmentation Information into Chinese NER for Social Media Text—0
FGN: Fusion Glyph Network for Chinese Named Entity RecognitionCode1
CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for ChineseCode2
Chinese Named Entity Recognition Augmented with Lexicon MemoryCode0
TENER: Adapting Transformer Encoder for Named Entity RecognitionCode3
Dice Loss for Data-imbalanced NLP TasksCode0
Porous Lattice-based Transformer Encoder for Chinese NERCode0
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram RepresentationsCode1
Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph NetworkCode0
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