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Cross Lingual Ner On Conll Dutch

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Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Paper Title
Zero shot mBERT 383.35Towards Lingua Franca Named Entity Recognition with BERT
UniTrans82.9UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data
SMTS Multi sim81.33Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
SMTS Single80.89Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
SMTS Multi avg80.7Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Meta-Cross80.44Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
XLM-R large79.7Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings
Base Model79.57Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
mBERT77.57Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT
MAN-MoE+CharCNN+UMWE72.4Multi-Source Cross-Lingual Model Transfer: Learning What to Share
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Cross Lingual Ner On Conll Dutch | SOTA | HyperAI