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Cross Lingual Ner On Conll Spanish

Metrics

F1

Results

Performance results of various models on this benchmark

Model Name
F1
Paper TitleRepository
UniTrans79.31UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data
Base Model74.59Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
mBERT74.96Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT
SMTS Single76.94Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Meta-Cross76.75Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
MAN-MoE+CharCNN+UMWE73.5Multi-Source Cross-Lingual Model Transfer: Learning What to Share
XLM-R large79.5Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings-
SMTS Multi sim78Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Zero shot mBERT 376.53Towards Lingua Franca Named Entity Recognition with BERT-
SMTS Multi avg77.75Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
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