universal_ner / README.md
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metadata
license: cc-by-sa-4.0
language:
  - ceb
  - da
  - de
  - en
  - hr
  - pt
  - ru
  - sk
  - sr
  - sv
  - tl
  - zh
task_categories:
  - token-classification
dataset_info:
  - config_name: ceb_gja
    features:
      - name: idx
        dtype: string
      - name: text
        dtype: string
      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
          class_label:
            names:
              '0': O
              '1': B-PER
              '2': I-PER
              '3': B-ORG
              '4': I-ORG
              '5': B-LOC
              '6': I-LOC
      - name: annotator
        sequence: string
    splits:
      - name: test
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        num_examples: 188
    download_size: 30395
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  - config_name: da_ddt
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      - name: idx
        dtype: string
      - name: text
        dtype: string
      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
          class_label:
            names:
              '0': O
              '1': B-PER
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              '3': B-ORG
              '4': I-ORG
              '5': B-LOC
              '6': I-LOC
      - name: annotator
        sequence: string
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      - name: validation
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        num_examples: 564
      - name: test
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        num_examples: 565
    download_size: 2412623
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  - config_name: de_pud
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      - name: idx
        dtype: string
      - name: text
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      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
          class_label:
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              '3': B-ORG
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              '5': B-LOC
              '6': I-LOC
      - name: annotator
        sequence: string
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        num_examples: 1000
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  - config_name: en_ewt
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      - name: text
        dtype: string
      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
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              '1': B-PER
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              '3': B-ORG
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        sequence: string
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      - name: validation
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        num_examples: 2001
      - name: test
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        num_examples: 2077
    download_size: 5962747
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  - config_name: en_pud
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      - name: text
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      - name: ner_tags
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        sequence: string
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  - config_name: hr_set
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      - name: text
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      - name: tokens
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      - name: ner_tags
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      - name: validation
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      - name: test
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    dataset_size: 5899764
  - config_name: pt_bosque
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      - name: text
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      - name: tokens
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      - name: ner_tags
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          class_label:
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  - config_name: pt_pud
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      - name: text
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      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
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      - name: annotator
        sequence: string
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      - name: test
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  - config_name: ru_pud
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      - name: idx
        dtype: string
      - name: text
        dtype: string
      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
          class_label:
            names:
              '0': O
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      - name: annotator
        sequence: string
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  - config_name: sk_snk
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      - name: text
        dtype: string
      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
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  - config_name: sr_set
    features:
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        dtype: string
      - name: text
        dtype: string
      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
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              '0': O
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      - name: annotator
        sequence: string
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      - name: validation
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        num_examples: 536
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        num_examples: 520
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  - config_name: sv_pud
    features:
      - name: idx
        dtype: string
      - name: text
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      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
          class_label:
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      - name: annotator
        sequence: string
    splits:
      - name: test
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        num_examples: 1000
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  - config_name: sv_talbanken
    features:
      - name: idx
        dtype: string
      - name: text
        dtype: string
      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
          class_label:
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      - name: annotator
        sequence: string
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      - name: validation
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        num_examples: 504
      - name: test
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  - config_name: tl_trg
    features:
      - name: idx
        dtype: string
      - name: text
        dtype: string
      - name: tokens
        sequence: string
      - name: ner_tags
        sequence:
          class_label:
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      - name: annotator
        sequence: string
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      - name: test
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  - config_name: tl_ugnayan
    features:
      - name: idx
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      - name: text
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      - name: tokens
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      - name: ner_tags
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        sequence: string
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  - config_name: zh_gsd
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      - name: tokens
        sequence: string
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  - config_name: zh_gsdsimp
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      - name: text
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  - config_name: zh_pud
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      - name: idx
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      - name: text
        dtype: string
      - name: tokens
        sequence: string
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      - name: annotator
        sequence: string
    splits:
      - name: test
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Dataset Card for Universal NER

Upcoming!

arXiv: https://huggingface.co/papers/2311.09122