Қашықтан оқытылған атаулы нысандарды тану

method ID: distantlysupervisedner

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Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

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Publication: TIPSTER (2021)

DOI: nan

AbstractWe study the problem of training named entity recognition (NER) models using only distantly-labeled data, which can be automatically obtained by matching entity mentions in the raw text with entity …...

30732

TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network

Authors: nan

Publication: TIPSTER (2021)

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AbstractTo alleviate label scarcity in Named Entity Recognition (NER) task, distantly supervised NER methods are widely applied to automatically label data and identify entities. Although the human effort is reduced, …...

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Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning

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Publication: TIPSTER (2022)

DOI: nan

AbstractIn this paper, we study the named entity recognition (NER) problem under distant supervision. Due to the incompleteness of the external dictionaries and/or knowledge bases, such distantly annotated training data …...

38889