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Self-supervised named entity recognition/Ushahidi
Rekodi ya ushahidi wa mbinu

Self-supervised named entity recognition

Self-supervised named entity recognition (NER) combines large-scale self-supervised pretraining — such as masked language modeling — with token-level fine-tuning to identify and classify named entities in text. By learning general linguistic representations before seeing any entity labels, the model achieves strong performance even when annotated NER training data is scarce.

Sources recorded, not reviewed

Rekodi ya chanzo

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Self-supervised Named Entity Recognition
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Devlin, J., Chang, M.-W., Lee, K., & Toutanova, K. (2019). BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. Proceedings of NAACL-HLT 2019, 4171–4186. · URL
  • Lample, G., Ballesteros, M., Subramanian, S., Kawakami, K., & Dyer, C. (2016). Neural Architectures for Named Entity Recognition. Proceedings of NAACL-HLT 2016, 260–270. · URL
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Same method familyFew-shot Learningmachine-suggested · Relational suggestion, not evidence.See alsoNamed Entity Recognitionmachine-suggested · Relational suggestion, not evidence.

Hali ya ushahidi

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

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2 nukuu zilizorekodiwa, ziliyonakiliwa kutoka kwa rekodi ya chanzo cha mbinu.

Vitendo

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