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 | |
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num_bytes: 0 | |
- name: validation | |
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num_bytes: 0 | |
- name: test | |
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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 | |
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- name: validation | |
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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 | |
dtype: string | |
- name: topics | |
sequence: string | |
- name: keywords | |
sequence: string | |
splits: | |
- name: train | |
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num_bytes: 8918462 | |
- name: validation | |
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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 | |
dtype: string | |
- name: topics | |
sequence: string | |
- name: keywords | |
sequence: string | |
splits: | |
- name: train | |
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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 | |
dtype: string | |
- name: journal | |
dtype: string | |
- name: topics | |
sequence: string | |
- name: keywords | |
sequence: string | |
splits: | |
- name: train | |
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- name: validation | |
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num_bytes: 924663 | |
- name: test | |
num_examples: 283 | |
num_bytes: 972135 | |
- config_name: B | |
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: 1612 | |
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- name: validation | |
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num_bytes: 512995 | |
- name: test | |
num_examples: 214 | |
num_bytes: 559784 | |
- config_name: I | |
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 | |
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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: 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 | |
dtype: string | |
- name: technical_text | |
dtype: string | |
- name: journal | |
dtype: string | |
- name: topics | |
sequence: string | |
- name: keywords | |
sequence: string | |
splits: | |
- name: train | |
num_examples: 913 | |
num_bytes: 3156071 | |
- name: validation | |
num_examples: 114 | |
num_bytes: 394970 | |
- name: test | |
num_examples: 103 | |
num_bytes: 353415 | |
- config_name: PLB | |
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: 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 | |
dtype: string | |
- name: topics | |
sequence: string | |
- 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 | |
num_bytes: 152408 | |
- config_name: SD | |
features: | |
- name: doi | |
dtype: string | |
- name: pmcid | |
dtype: string | |
- name: title | |
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- 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: 773 | |
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- name: validation | |
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num_bytes: 149291 | |
- name: test | |
num_examples: 106 | |
num_bytes: 164874 | |
- 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 | |
dtype: string | |
- name: journal | |
dtype: string | |
- name: topics | |
sequence: string | |
- name: keywords | |
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splits: | |
- name: train | |
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- name: validation | |
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num_bytes: 186500 | |
- name: test | |
num_examples: 82 | |
num_bytes: 217619 | |
- config_name: C | |
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: 6902 | |
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- name: validation | |
num_examples: 735 | |
num_bytes: 1814640 | |
- name: test | |
num_examples: 850 | |
num_bytes: 2099672 | |
- config_name: OTHER | |
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: 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 | |