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---
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
    dtype: string
  - name: technical_text
    dtype: string
  - name: journal
    dtype: string
  - name: topics
    sequence: string
  - name: keywords
    sequence: string
  splits:
  - name: train
    num_examples: 5765
    num_bytes: 0
  - name: validation
    num_examples: 626
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  - name: test
    num_examples: 743
    num_bytes: 0
- 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: 3968
    num_bytes: 0
  - 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
    dtype: string
  - name: topics
    sequence: string
  - name: keywords
    sequence: string
  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
    dtype: string
  - name: topics
    sequence: string
  - name: keywords
    sequence: string
  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
    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: 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
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  - name: keywords
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  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
    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: 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
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  - name: pmcid
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  - 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: 1622
    num_bytes: 0
  - name: validation
    num_examples: 202
    num_bytes: 0
  - name: test
    num_examples: 200
    num_bytes: 0
- config_name: I
  features:
  - name: doi
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  - 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
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  - name: keywords
    sequence: string
  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
    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: 935
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  - name: validation
    num_examples: 85
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  - name: test
    num_examples: 110
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- config_name: PLB
  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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  - name: keywords
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  splits:
  - name: train
    num_examples: 906
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  - name: validation
    num_examples: 103
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  - name: test
    num_examples: 114
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- config_name: CB
  features:
  - name: doi
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  - 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
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  - name: keywords
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  splits:
  - name: train
    num_examples: 876
    num_bytes: 0
  - name: validation
    num_examples: 98
    num_bytes: 0
  - name: test
    num_examples: 113
    num_bytes: 0
- config_name: SD
  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
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  splits:
  - name: train
    num_examples: 779
    num_bytes: 0
  - name: validation
    num_examples: 96
    num_bytes: 0
  - name: test
    num_examples: 96
    num_bytes: 0
- config_name: SD
  features:
  - name: doi
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  - 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: 779
    num_bytes: 0
  - name: validation
    num_examples: 96
    num_bytes: 0
  - name: test
    num_examples: 96
    num_bytes: 0
- 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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  - name: journal
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  - name: topics
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  - name: keywords
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  splits:
  - name: train
    num_examples: 627
    num_bytes: 0
  - name: validation
    num_examples: 65
    num_bytes: 0
  - 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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  - name: topics
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  - name: keywords
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  splits:
  - name: train
    num_examples: 6843
    num_bytes: 0
  - name: validation
    num_examples: 758
    num_bytes: 0
  - name: test
    num_examples: 886
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- config_name: OTHER
  features:
  - name: doi
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  - 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: 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
---