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metadata
license: cc-by-4.0
task_categories:
  - summarization
tags:
  - medical
pretty_name: Sci Lay - Biomedic Articles Lay Summarization Dataset
size_categories:
  - 10K<n<100K
  - 1K<n<10K
source_datasets:
  - original
dataset_info:
  - config_name: all
    features:
      - name: doi
        dtype: string
      - name: pmcid
        dtype: string
      - name: title
        dtype: string
      - name: plain_text
        dtype: string
      - name: technical_text
        dtype: string
      - name: journal
        dtype: string
      - name: topics
        sequence: string
      - name: keywords
        sequence: string
    splits:
      - name: train
        num_examples: 39702
        num_bytes: 128364909
      - name: validation
        num_examples: 4412
        num_bytes: 14123835
      - name: test
        num_examples: 4902
        num_bytes: 15660774
  - config_name: NC
    features:
      - name: doi
        dtype: string
      - name: pmcid
        dtype: string
      - name: title
        dtype: string
      - name: plain_text
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      - name: technical_text
        dtype: string
      - name: journal
        dtype: string
      - name: topics
        sequence: string
      - name: keywords
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    splits:
      - name: train
        num_examples: 5765
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      - name: validation
        num_examples: 626
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      - name: test
        num_examples: 743
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  - config_name: A
    features:
      - name: doi
        dtype: string
      - name: pmcid
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      - name: title
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      - name: plain_text
        dtype: string
      - name: technical_text
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      - name: journal
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      - name: topics
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      - name: keywords
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    splits:
      - name: train
        num_examples: 3968
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      - name: validation
        num_examples: 426
        num_bytes: 0
      - name: test
        num_examples: 497
        num_bytes: 0
  - config_name: NIHR
    features:
      - name: doi
        dtype: string
      - name: pmcid
        dtype: string
      - name: title
        dtype: string
      - name: plain_text
        dtype: string
      - name: technical_text
        dtype: string
      - name: journal
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      - name: topics
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      - name: keywords
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    splits:
      - name: train
        num_examples: 3224
        num_bytes: 0
      - name: validation
        num_examples: 352
        num_bytes: 0
      - name: test
        num_examples: 374
        num_bytes: 0
  - config_name: PLGEN
    features:
      - name: doi
        dtype: string
      - name: pmcid
        dtype: string
      - name: title
        dtype: string
      - name: plain_text
        dtype: string
      - name: technical_text
        dtype: string
      - name: journal
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      - name: topics
        sequence: string
      - name: keywords
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    splits:
      - name: train
        num_examples: 3007
        num_bytes: 0
      - name: validation
        num_examples: 340
        num_bytes: 0
      - name: test
        num_examples: 352
        num_bytes: 0
  - config_name: PLPAT
    features:
      - name: doi
        dtype: string
      - name: pmcid
        dtype: string
      - name: title
        dtype: string
      - name: plain_text
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      - name: technical_text
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      - name: journal
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      - name: topics
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      - name: keywords
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    splits:
      - name: train
        num_examples: 2840
        num_bytes: 0
      - name: validation
        num_examples: 330
        num_bytes: 0
      - name: test
        num_examples: 320
        num_bytes: 0
  - config_name: PLCB
    features:
      - name: doi
        dtype: string
      - name: pmcid
        dtype: string
      - name: title
        dtype: string
      - name: plain_text
        dtype: string
      - name: technical_text
        dtype: string
      - name: journal
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      - name: topics
        sequence: string
      - name: keywords
        sequence: string
    splits:
      - name: train
        num_examples: 2432
        num_bytes: 0
      - name: validation
        num_examples: 278
        num_bytes: 0
      - name: test
        num_examples: 300
        num_bytes: 0
  - config_name: PLNTD
    features:
      - name: doi
        dtype: string
      - name: pmcid
        dtype: string
      - name: title
        dtype: string
      - name: plain_text
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      - name: technical_text
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      - name: journal
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      - name: topics
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      - name: keywords
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    splits:
      - name: train
        num_examples: 2137
        num_bytes: 0
      - name: validation
        num_examples: 241
        num_bytes: 0
      - name: test
        num_examples: 264
        num_bytes: 0
  - config_name: B
    features:
      - name: doi
        dtype: string
      - name: pmcid
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      - name: title
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      - name: plain_text
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      - name: technical_text
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      - name: journal
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      - name: topics
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      - name: keywords
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    splits:
      - name: train
        num_examples: 1622
        num_bytes: 0
      - name: validation
        num_examples: 202
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      - name: test
        num_examples: 200
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  - config_name: I
    features:
      - name: doi
        dtype: string
      - name: pmcid
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      - name: title
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      - name: plain_text
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      - name: technical_text
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      - name: journal
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      - name: topics
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      - name: keywords
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    splits:
      - name: train
        num_examples: 1191
        num_bytes: 0
      - name: validation
        num_examples: 141
        num_bytes: 0
      - name: test
        num_examples: 149
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  - config_name: EL
    features:
      - name: doi
        dtype: string
      - name: pmcid
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      - name: title
        dtype: string
      - name: plain_text
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      - name: technical_text
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      - name: journal
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      - name: topics
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    splits:
      - name: train
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      - name: validation
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      - name: test
        num_examples: 110
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  - config_name: PLB
    features:
      - name: doi
        dtype: string
      - name: pmcid
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      - name: title
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      - name: plain_text
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      - name: technical_text
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      - name: journal
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    splits:
      - name: train
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      - name: validation
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      - name: test
        num_examples: 114
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  - config_name: CB
    features:
      - name: doi
        dtype: string
      - name: pmcid
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      - name: title
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      - name: plain_text
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      - name: technical_text
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      - name: journal
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      - name: topics
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      - name: keywords
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    splits:
      - name: train
        num_examples: 876
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      - name: validation
        num_examples: 98
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      - name: test
        num_examples: 113
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  - config_name: SD
    features:
      - name: doi
        dtype: string
      - name: pmcid
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      - name: title
        dtype: string
      - name: plain_text
        dtype: string
      - name: technical_text
        dtype: string
      - name: journal
        dtype: string
      - name: topics
        sequence: string
      - name: keywords
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    splits:
      - name: train
        num_examples: 779
        num_bytes: 0
      - name: validation
        num_examples: 96
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      - name: test
        num_examples: 96
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  - config_name: SD
    features:
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        dtype: string
      - name: pmcid
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      - name: title
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      - name: plain_text
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      - name: technical_text
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      - name: journal
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      - name: topics
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    splits:
      - name: train
        num_examples: 779
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      - name: validation
        num_examples: 96
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      - name: test
        num_examples: 96
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  - config_name: MBIO
    features:
      - name: doi
        dtype: string
      - name: pmcid
        dtype: string
      - name: title
        dtype: string
      - name: plain_text
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      - name: technical_text
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    splits:
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      - name: validation
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      - name: test
        num_examples: 67
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  - config_name: C
    features:
      - name: doi
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      - name: pmcid
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      - name: title
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      - name: plain_text
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      - name: technical_text
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      - name: journal
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    splits:
      - name: train
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      - name: validation
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      - name: test
        num_examples: 886
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  - config_name: OTHER
    features:
      - name: doi
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      - name: pmcid
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      - name: title
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      - name: plain_text
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      - name: technical_text
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      - name: journal
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      - name: topics
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    splits:
      - name: train
        num_examples: 2550
        num_bytes: 0
      - name: validation
        num_examples: 271
        num_bytes: 0
      - name: test
        num_examples: 317
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config_names:
  - all
  - NC
  - A
  - NIHR
  - PLGEN
  - PLPAT
  - PLCB
  - PLNTD
  - B
  - I
  - EL
  - PLB
  - CB
  - SD
  - MBIO
  - C
  - OTHER