OpenCodePapers

cross-lingual-ner-on-conll-german

Cross-Lingual TransferCross-Lingual NER
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeF1ModelNameReleaseDate
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language✓ Link75.33SMTS Multi sim2020-04-26
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language✓ Link74.97SMTS Multi avg2020-04-26
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data✓ Link74.82UniTrans2020-07-15
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings✓ Link74.5XLM-R large2022-10-23
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language✓ Link73.22SMTS Single2020-04-26
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources✓ Link73.16Meta-Cross2019-11-14
Towards Lingua Franca Named Entity Recognition with BERT72.44Zero shot mBERT 32019-11-19
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources✓ Link70.79Base Model2019-11-14
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT✓ Link69.56mBERT2019-04-19
Multi-Source Cross-Lingual Model Transfer: Learning What to Share✓ Link56MAN-MoE+CharCNN+UMWE2018-10-08
Check out how to contribute new results.