Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language

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Benchmark Model Rank Results
cross-lingual-ner-on-conll-dutchSMTS Multi sim#2F1: 81.33
cross-lingual-ner-on-conll-dutchSMTS Single#3F1: 80.89
cross-lingual-ner-on-conll-dutchSMTS Multi avg#4F1: 80.7
cross-lingual-ner-on-conll-germanSMTS Multi sim#1F1: 75.33
cross-lingual-ner-on-conll-germanSMTS Multi avg#2F1: 74.97
cross-lingual-ner-on-conll-germanSMTS Single#5F1: 73.22
cross-lingual-ner-on-conll-spanishSMTS Multi sim#3F1: 78
cross-lingual-ner-on-conll-spanishSMTS Multi avg#4F1: 77.75
cross-lingual-ner-on-conll-spanishSMTS Single#5F1: 76.94

Rank counts only results with a code link.