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Few-NERD: A Few-shot Named Entity Recognition Dataset

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractRecently, considerable literature has grown up around the theme of few-shot named entity recognition (NER), but little published benchmark data specifically focused on the practical and challenging task. Current approaches …...

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Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractFew-shot named entity recognition (NER) enables us to build a NER system for a new domain using very few labeled examples. However, existing prototypical networks for this task suffer from …...

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