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SotA/Natural Language Processing/Cross-Lingual

Cross-Lingual

70 benchmarks0 papers

Cross-lingual natural language processing is the task of 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 on XTREME

Sentence-pair ClassificationQuestion AnsweringAvgStructured PredictionSentence RetrievalAVG

Cross-Lingual on CoNLL Dutch

F1

Cross-Lingual on CoNLL German

F1

Cross-Lingual on CoNLL Spanish

F1

Cross-Lingual on N15News

Accuracy

Cross-Lingual on Reddit Ideological and Extreme Bias Dataset

weighted-F1 score

Cross-Lingual on MLDoc Zero-Shot English-to-French

Accuracy

Cross-Lingual on MLDoc Zero-Shot English-to-Spanish

Accuracy

Cross-Lingual on XCOPA

Accuracy

Cross-Lingual on MLDoc Zero-Shot English-to-Chinese

Accuracy

Cross-Lingual on MLDoc Zero-Shot English-to-Russian

Accuracy

Cross-Lingual on CoNLL 2003

SpanishGermanDutch

Cross-Lingual on MLDoc Zero-Shot English-to-Italian

Accuracy

Cross-Lingual on SV-Ident

mAP@10

Cross-Lingual on MLDoc Zero-Shot English-to-Japanese

Accuracy

Cross-Lingual on Reuters RCV1/RCV2 English-to-German

Accuracy

Cross-Lingual on Reuters RCV1/RCV2 German-to-English

Accuracy

Cross-Lingual on Soham News Article Classification

Accuracy

Cross-Lingual on BBC Hindi News Article Classification

Accuracy

Cross-Lingual on Europeana French

F1

Cross-Lingual on MSRA

F1

Cross-Lingual on MaRVL

Accuracy (%)

Cross-Lingual on MasakhaNER2.0

HausaIgboChichewachiShonaKiswahiliisiXhosaYorubaisiZuluBambaraEweFonKinyarwandaLugandaLuoMossiSetswanaAkan/TwiWolof

Cross-Lingual on NER

F1

Cross-Lingual on MLDoc Zero-Shot German-to-French

Accuracy

Cross-Lingual on NoDaLiDa Norwegian Bokmål

F1

Cross-Lingual on UNER v1 (Cebuano)

F1 (micro)

Cross-Lingual on UNER v1 (Chinese Simplified)

F1 (micro)

Cross-Lingual on UNER v1 (Chinese)

F1 (micro)

Cross-Lingual on UNER v1 (Croatian)

F1 (micro)

Cross-Lingual on UNER v1 (Danish)

F1 (micro)

Cross-Lingual on UNER v1 (English)

F1 (micro)

Cross-Lingual on UNER v1 (Portuguese)

F1 (micro)

Cross-Lingual on UNER v1 (Serbian)

F1 (micro)

Cross-Lingual on UNER v1 (Slovak)

F1 (micro)

Cross-Lingual on UNER v1 (Swedish)

F1 (micro)

Cross-Lingual on UNER v1 (Tagalog T)

F1 (micro)

Cross-Lingual on UNER v1 (Tagalog U)

F1 (micro)

Cross-Lingual on UNER v1 - PUD (Chinese)

F1 (micro)

Cross-Lingual on UNER v1 - PUD (English)

F1 (micro)

Cross-Lingual on UNER v1 - PUD (German)

F1 (micro)

Cross-Lingual on UNER v1 - PUD (Portuguese)

F1 (micro)

Cross-Lingual on UNER v1 - PUD (Russian)

F1 (micro)

Cross-Lingual on UNER v1 - PUD (Swedish)

F1 (micro)

Cross-Lingual on WikiAnn NER

F1

Cross-Lingual on MLDoc Zero-Shot English-to-German

Accuracy