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SotA/Natural Language Processing/Cross-Lingual Transfer

Cross-Lingual Transfer

55 benchmarks782 papers

Cross-lingual transfer refers to transfer learning using data and models available for one language for which ample such resources are available (e.g., English) to solve tasks in another, commonly more low-resource, language.

Benchmarks

Cross-Lingual Transfer on XTREME

Sentence-pair ClassificationQuestion AnsweringAvgStructured PredictionSentence RetrievalAVG

Cross-Lingual Transfer on CoNLL Dutch

F1

Cross-Lingual Transfer on CoNLL German

F1

Cross-Lingual Transfer on CoNLL Spanish

F1

Cross-Lingual Transfer on XCOPA

Accuracy

Cross-Lingual Transfer on CoNLL 2003

SpanishGermanDutch

Cross-Lingual Transfer on Europeana French

F1

Cross-Lingual Transfer on MSRA

F1

Cross-Lingual Transfer on MaRVL

Accuracy (%)

Cross-Lingual Transfer on MasakhaNER2.0

HausaIgboChichewachiShonaKiswahiliisiXhosaYorubaisiZuluBambaraEweFonKinyarwandaLugandaLuoMossiSetswanaAkan/TwiWolof

Cross-Lingual Transfer on NER

F1

Cross-Lingual Transfer on NoDaLiDa Norwegian Bokmål

F1

Cross-Lingual Transfer on UNER v1 (Cebuano)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (Chinese Simplified)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (Chinese)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (Croatian)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (Danish)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (English)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (Portuguese)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (Serbian)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (Slovak)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (Swedish)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (Tagalog T)

F1 (micro)

Cross-Lingual Transfer on UNER v1 (Tagalog U)

F1 (micro)

Cross-Lingual Transfer on UNER v1 - PUD (Chinese)

F1 (micro)

Cross-Lingual Transfer on UNER v1 - PUD (English)

F1 (micro)

Cross-Lingual Transfer on UNER v1 - PUD (German)

F1 (micro)

Cross-Lingual Transfer on UNER v1 - PUD (Portuguese)

F1 (micro)

Cross-Lingual Transfer on UNER v1 - PUD (Russian)

F1 (micro)

Cross-Lingual Transfer on UNER v1 - PUD (Swedish)

F1 (micro)

Cross-Lingual Transfer on WikiAnn NER

F1