OpenCodePapers

cross-lingual-ner-on-conll-spanish

Cross-Lingual TransferCross-Lingual NER
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PaperCodeF1ModelNameReleaseDate
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings✓ Link79.5XLM-R large2022-10-23
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data✓ Link79.31UniTrans2020-07-15
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language✓ Link78SMTS Multi sim2020-04-26
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language✓ Link77.75SMTS Multi avg2020-04-26
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language✓ Link76.94SMTS Single2020-04-26
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources✓ Link76.75Meta-Cross2019-11-14
Towards Lingua Franca Named Entity Recognition with BERT76.53Zero shot mBERT 32019-11-19
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT✓ Link74.96mBERT2019-04-19
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources✓ Link74.59Base Model2019-11-14
Multi-Source Cross-Lingual Model Transfer: Learning What to Share✓ Link73.5MAN-MoE+CharCNN+UMWE2018-10-08
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