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NER

The named entity recognition (NER) involves identification of key information in the text and classification into a set of predefined categories. This includes standard entities in the text like Part of Speech (PoS) and entities like places, names etc...

Papers

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Showing 76–100 of 1729 papers

TitleStatusHype
Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity RecognitionCode1
Type-Aware Decomposed Framework for Few-Shot Named Entity RecognitionCode1
MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask LearningCode1
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu FrameworkCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
PUnifiedNER: A Prompting-based Unified NER System for Diverse DatasetsCode1
GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and AugmentationCode1
ConNER: Consistency Training for Cross-lingual Named Entity RecognitionCode1
Prompt-Based Metric Learning for Few-Shot NERCode1
Named Entity Recognition in Indian court judgmentsCode1
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African LanguagesCode1
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained TagsCode1
Automatic extraction of materials and properties from superconductors scientific literatureCode1
End-to-End Entity Detection with Proposer and RegressorCode1
Multi-Granularity Cross-Modality Representation Learning for Named Entity Recognition on Social MediaCode1
Incorporating Context into Subword VocabulariesCode1
Deep Span Representations for Named Entity RecognitionCode1
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionCode1
COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity RecognitionCode1
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related TweetsCode1
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based TechniqueCode1
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NERCode1
KoCHET: a Korean Cultural Heritage corpus for Entity-related TasksCode1
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive LearningCode1
Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLPCode1
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