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Datasets/UNER v1

UNER v1

Universal NER v1

TextsCC BY-SA 4.0Introduced 2023-11-14

UNER v1 adds an NER annotation layer to 18 datasets (primarily treebanks from UD) and covers 12 geneologically and ty- pologically diverse languages: Cebuano, Danish, German, English, Croatian, Portuguese, Russian, Slovak, Serbian, Swedish, Tagalog, and Chinese4. Overall, UNER v1 contains nine full datasets with training, development, and test splits over eight languages, three evaluation sets for lower-resource languages (TL and CEB), and a parallel evaluation benchmark spanning six languages.

Related Benchmarks

UNER v1 (Cebuano)/Cross-Lingual/F1 (micro)UNER v1 (Cebuano)/Cross-Lingual Transfer/F1 (micro)UNER v1 (Chinese Simplified)/Cross-Lingual/F1 (micro)UNER v1 (Chinese Simplified)/Cross-Lingual Transfer/F1 (micro)UNER v1 (Chinese Simplified)/Named Entity Recognition (NER)/F1 (micro)UNER v1 (Chinese)/Cross-Lingual/F1 (micro)UNER v1 (Chinese)/Cross-Lingual Transfer/F1 (micro)UNER v1 (Chinese)/Named Entity Recognition (NER)/F1 (micro)UNER v1 (Croatian)/Cross-Lingual/F1 (micro)UNER v1 (Croatian)/Cross-Lingual Transfer/F1 (micro)UNER v1 (Croatian)/Named Entity Recognition (NER)/F1 (micro)UNER v1 (Danish)/Cross-Lingual/F1 (micro)UNER v1 (Danish)/Cross-Lingual Transfer/F1 (micro)UNER v1 (Danish)/Named Entity Recognition (NER)/F1 (micro)UNER v1 (English)/Cross-Lingual/F1 (micro)UNER v1 (English)/Cross-Lingual Transfer/F1 (micro)UNER v1 (English)/Named Entity Recognition (NER)/F1 (micro)UNER v1 (Portuguese)/Cross-Lingual/F1 (micro)UNER v1 (Portuguese)/Cross-Lingual Transfer/F1 (micro)UNER v1 (Portuguese)/Named Entity Recognition (NER)/F1 (micro)UNER v1 (Serbian)/Cross-Lingual/F1 (micro)UNER v1 (Serbian)/Cross-Lingual Transfer/F1 (micro)UNER v1 (Serbian)/Named Entity Recognition (NER)/F1 (micro)UNER v1 (Slovak)/Cross-Lingual/F1 (micro)UNER v1 (Slovak)/Cross-Lingual Transfer/F1 (micro)UNER v1 (Slovak)/Named Entity Recognition (NER)/F1 (micro)UNER v1 (Swedish)/Cross-Lingual/F1 (micro)UNER v1 (Swedish)/Cross-Lingual Transfer/F1 (micro)UNER v1 (Swedish)/Named Entity Recognition (NER)/F1 (micro)UNER v1 (Tagalog T)/Cross-Lingual/F1 (micro)UNER v1 (Tagalog T)/Cross-Lingual Transfer/F1 (micro)UNER v1 (Tagalog U)/Cross-Lingual/F1 (micro)UNER v1 (Tagalog U)/Cross-Lingual Transfer/F1 (micro)UNER v1 - PUD (Chinese)/Cross-Lingual/F1 (micro)UNER v1 - PUD (Chinese)/Cross-Lingual Transfer/F1 (micro)UNER v1 - PUD (Chinese)/Named Entity Recognition (NER)/F1 (micro)UNER v1 - PUD (English)/Cross-Lingual/F1 (micro)UNER v1 - PUD (English)/Cross-Lingual Transfer/F1 (micro)UNER v1 - PUD (English)/Named Entity Recognition (NER)/F1 (micro)UNER v1 - PUD (German)/Cross-Lingual/F1 (micro)UNER v1 - PUD (German)/Cross-Lingual Transfer/F1 (micro)UNER v1 - PUD (Portuguese)/Cross-Lingual/F1 (micro)UNER v1 - PUD (Portuguese)/Cross-Lingual Transfer/F1 (micro)UNER v1 - PUD (Portuguese)/Named Entity Recognition (NER)/F1 (micro)UNER v1 - PUD (Russian)/Cross-Lingual/F1 (micro)UNER v1 - PUD (Russian)/Cross-Lingual Transfer/F1 (micro)UNER v1 - PUD (Swedish)/Cross-Lingual/F1 (micro)UNER v1 - PUD (Swedish)/Cross-Lingual Transfer/F1 (micro)UNER v1 - PUD (Swedish)/Named Entity Recognition (NER)/F1 (micro)

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Papers: 1
Benchmarks: 0

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Tasks

Cross-Lingual NER Multilingual Named Entity Recognition Named Entity Recognition (NER)