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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: 0
        num_bytes: 0
      - name: validation
        num_examples: 0
        num_bytes: 0
      - name: test
        num_examples: 0
        num_bytes: 0
  - config_name: NC
    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: 5757
        num_bytes: 8958150
      - name: validation
        num_examples: 665
        num_bytes: 1038607
      - name: test
        num_examples: 712
        num_bytes: 1107244
  - config_name: A
    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: 4035
        num_bytes: 10861765
      - name: validation
        num_examples: 427
        num_bytes: 1148254
      - name: test
        num_examples: 429
        num_bytes: 1147813
  - 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
        dtype: string
      - name: topics
        sequence: string
      - name: keywords
        sequence: string
    splits:
      - name: train
        num_examples: 0
        num_bytes: 0
      - name: validation
        num_examples: 0
        num_bytes: 0
      - name: test
        num_examples: 0
        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: 3001
        num_bytes: 9320191
      - name: validation
        num_examples: 327
        num_bytes: 1023667
      - name: test
        num_examples: 371
        num_bytes: 1156214
  - config_name: PLPAT
    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: 2814
        num_bytes: 8918462
      - name: validation
        num_examples: 310
        num_bytes: 980402
      - name: test
        num_examples: 366
        num_bytes: 1157074
  - 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: 2414
        num_bytes: 7614116
      - name: validation
        num_examples: 283
        num_bytes: 876166
      - name: test
        num_examples: 313
        num_bytes: 997590
  - config_name: PLNTD
    features:
      - name: doi
        dtype: string
      - name: pmcid
        dtype: string
      - name: title
        dtype: string
      - 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: 2095
        num_bytes: 7185473
      - name: validation
        num_examples: 264
        num_bytes: 924663
      - name: test
        num_examples: 283
        num_bytes: 972135
  - config_name: B
    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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      - name: keywords
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    splits:
      - name: train
        num_examples: 1612
        num_bytes: 4246898
      - name: validation
        num_examples: 198
        num_bytes: 512995
      - name: test
        num_examples: 214
        num_bytes: 559784
  - config_name: I
    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
        dtype: string
      - name: journal
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      - name: topics
        sequence: string
      - name: keywords
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    splits:
      - name: train
        num_examples: 1218
        num_bytes: 3195268
      - name: validation
        num_examples: 128
        num_bytes: 328427
      - name: test
        num_examples: 135
        num_bytes: 352816
  - config_name: EL
    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: 913
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      - name: validation
        num_examples: 114
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      - name: test
        num_examples: 103
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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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      - name: topics
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      - name: keywords
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    splits:
      - name: train
        num_examples: 907
        num_bytes: 2839342
      - name: validation
        num_examples: 102
        num_bytes: 317213
      - name: test
        num_examples: 114
        num_bytes: 0
  - config_name: CB
    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: 882
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      - name: validation
        num_examples: 111
        num_bytes: 177299
      - name: test
        num_examples: 94
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  - config_name: SD
    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
        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: 773
        num_bytes: 1229864
      - name: validation
        num_examples: 92
        num_bytes: 149291
      - name: test
        num_examples: 106
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  - config_name: MBIO
    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: 605
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      - name: validation
        num_examples: 72
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      - name: test
        num_examples: 82
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  - config_name: C
    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
        dtype: string
      - name: journal
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      - name: topics
        sequence: string
      - name: keywords
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    splits:
      - name: train
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      - name: validation
        num_examples: 735
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      - name: test
        num_examples: 850
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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
        dtype: string
      - name: technical_text
        dtype: string
      - name: journal
        dtype: string
      - name: topics
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      - name: keywords
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    splits:
      - name: train
        num_examples: 2552
        num_bytes: 7784378
      - name: validation
        num_examples: 261
        num_bytes: 798079
      - name: test
        num_examples: 325
        num_bytes: 978642
config_names:
  - all
  - NC
  - A
  - NIHR
  - PLGEN
  - PLPAT
  - PLCB
  - PLNTD
  - B
  - I
  - EL
  - PLB
  - CB
  - SD
  - MBIO
  - C
  - OTHER