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Named Entity Recognition

1355 directly classified papers

Papers per year

Papers

DreamDrug - A crowdsourced NER dataset for detecting drugs in darknet markets EMNLP 2021
How to Adapt Your Pretrained Multilingual Model to 1600 Languages ACL 2021
Syntax-augmented Multilingual BERT for Cross-lingual Transfer ACL 2021
A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization ACL 2021
A Large-Scale Chinese Multimodal NER Dataset with Speech Clues ACL 2021
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition ACL 2021
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data ACL 2021
Few-NERD: A Few-shot Named Entity Recognition Dataset IJCNLP 2021
Improving Model Generalization: A Chinese Named Entity Recognition Case Study IJCNLP 2021
Discontinuous Named Entity Recognition as Maximal Clique Discovery IJCNLP 2021
Modularized Interaction Network for Named Entity Recognition ACL 2021
Enhancing Entity Boundary Detection for Better Chinese Named Entity Recognition IJCNLP 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning IJCNLP 2021
TexSmart: A System for Enhanced Natural Language Understanding IJCNLP 2021
Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation IJCNLP 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking IJCNLP 2021
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition IJCNLP 2021
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition IJCNLP 2021
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention IJCNLP 2021
Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path IJCNLP 2021
A Large-Scale Chinese Multimodal NER Dataset with Speech Clues IJCNLP 2021
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition IJCNLP 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model IJCNLP 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER IJCNLP 2021
Modeling Fine-Grained Entity Types with Box Embeddings ACL 2021