OpenCodePapers
cross-lingual-ner-on-conll-dutch
Cross-Lingual Transfer
Cross-Lingual NER
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ModelName
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Towards Lingua Franca Named Entity Recognition with BERT
83.35
Zero shot mBERT 3
2019-11-19
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data
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82.9
UniTrans
2020-07-15
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
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81.33
SMTS Multi sim
2020-04-26
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
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80.89
SMTS Single
2020-04-26
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
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80.7
SMTS Multi avg
2020-04-26
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
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80.44
Meta-Cross
2019-11-14
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings
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79.7
XLM-R large
2022-10-23
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
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79.57
Base Model
2019-11-14
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT
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77.57
mBERT
2019-04-19
Multi-Source Cross-Lingual Model Transfer: Learning What to Share
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72.4
MAN-MoE+CharCNN+UMWE
2018-10-08