Cross Lingual Ner On Conll Spanish

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	F1	Paper Title	Repository
UniTrans	79.31	UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data
Base Model	74.59	Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
mBERT	74.96	Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT
SMTS Single	76.94	Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Meta-Cross	76.75	Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
MAN-MoE+CharCNN+UMWE	73.5	Multi-Source Cross-Lingual Model Transfer: Learning What to Share
XLM-R large	79.5	Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings	-
SMTS Multi sim	78	Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Zero shot mBERT 3	76.53	Towards Lingua Franca Named Entity Recognition with BERT	-
SMTS Multi avg	77.75	Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language

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