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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

Closed Boundary Learning for Classification Tasks with the Universum Class EMNLP 2023
Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL 2023
BiSPN: Generating Entity Set and Relation Set Coherently in One Pass EMNLP 2023
MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition EMNLP 2023
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations ACL 2023
A Query-Parallel Machine Reading Comprehension Framework for Low-resource NER EMNLP 2023
Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features EMNLP 2023
SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning EMNLP 2023
Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken Dialogue EMNLP 2023
Addressing NER Annotation Noises with Uncertainty-Guided Tree-Structured CRFs EMNLP 2023
In-context Learning for Few-shot Multimodal Named Entity Recognition EMNLP 2023
DiffusionNER: Boundary Diffusion for Named Entity Recognition ACL 2023
Why Aren’t We NER Yet? Artifacts of ASR Errors in Named Entity Recognition in Spontaneous Speech Transcripts ACL 2023
Detecting intersectionality in NER models: A data-driven approach EACL 2023
When and how to paraphrase for named entity recognition? ACL 2023
Toward a Critical Toponymy Framework for Named Entity Recognition: A Case Study of Airbnb in New York City EMNLP 2023
YNUNLP at SemEval-2023 Task 2: The Pseudo Twin Tower Pre-training Model for Chinese Named Entity Recognition ACL 2023
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval EMNLP 2023
AUC Maximization for Low-Resource Named Entity Recognition AAAI 2023
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization EMNLP 2023
Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023
ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition AAAI 2023
Improving Biomedical Entity Linking with Cross-Entity Interaction AAAI 2023
Nested Named Entity Recognition as Building Local Hypergraphs AAAI 2023
Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French EACL 2023