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few-shot named entity recognition

11 papers

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Also known as

FEW-SHOT NER FS-NER

Co-occurring keywords · papers mentioning both

named entity recognition (9) few-shot learning (9) prototypical network (3) prompt learning (3) entity typing (2) prompt-based learning (2) metric learning (2) type-related feature (1) token-level similarity (1) fine-grained entity type (1)

Papers

A Streamlined Span-based Factorization Method for Few Shot Named Entity Recognition COLING 2024 Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification AAAI 2024 Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features EMNLP 2023 MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition ACL 2023 Prompt-Based Metric Learning for Few-Shot NER ACL 2023 COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition COLING 2022 Decomposed Meta-Learning for Few-Shot Named Entity Recognition ACL 2022 SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition COLING 2022 Few-NERD: A Few-shot Named Entity Recognition Dataset ACL 2021 Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ACL 2021 Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning EMNLP 2020