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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Title	Date	Tasks	Status	Hype	Score
Parallel Instance Query Network for Named Entity Recognition	Mar 20, 2022	Chinese Named Entity Recognitionnamed-entity-recognition	CodeCode Available	1	5
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations	Nov 2, 2019	Chinese Named Entity RecognitionChinese Word Segmentation	CodeCode Available	1	5
Supplementary Features of BiLSTM for Enhanced Sequence Labeling	May 31, 2023	Aspect-Based Sentiment AnalysisChinese Named Entity Recognition	CodeCode Available	1	5
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information	Oct 29, 2020	Chinese Named Entity Recognitionnamed-entity-recognition	CodeCode Available	1	5
Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning	Aug 1, 2018	Chinese Named Entity Recognitionnamed-entity-recognition	CodeCode Available	0	5
Dice Loss for Data-imbalanced NLP Tasks	Nov 7, 2019	Chinese Named Entity RecognitionMachine Reading Comprehension	CodeCode Available	0	5
Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation	Apr 26, 2019	Chinese Named Entity Recognitionnamed-entity-recognition	CodeCode Available	0	5
Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network	Nov 1, 2019	Chinese Named Entity Recognitionnamed-entity-recognition	CodeCode Available	0	5
MFE-NER: Multi-feature Fusion Embedding for Chinese Named Entity Recognition	Sep 16, 2021	Chinese Named Entity Recognitionnamed-entity-recognition	CodeCode Available	0	5
Glyce: Glyph-vectors for Chinese Character Representations	Jan 29, 2019	Chinese Dependency ParsingChinese Named Entity Recognition	CodeCode Available	0	5

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