Datasets:

nglaura
/

pubmedlay-summarization

Tasks:

Summarization

Modalities:

Text

Languages:

English

ArXiv:

License:

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xet

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train

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article_id string	article_words sequence	article_bboxes sequence	article_norm_bboxes sequence	abstract string	article_pdf_url string
PMC3770628	[ "Drug", "Design,", "Development", "and", "Therapy", "Dovepress", "open", "access", "to", "scientific", "and", "medical", "research", "O", "ri", "g", "i", "n", "al", "R", "esearch", "Open", "Access", "Full", "Text", "Article", "Intravenous", "iron", "monotherap...	[ [ 71, 42, 101, 57 ], [ 104, 42, 148, 57 ], [ 151, 42, 230, 57 ], [ 233, 42, 255, 57 ], [ 258, 42, 305, 57 ], [ 497, 42, 558, 57 ], [ 424, 60, 438, 67 ], [ 440, 60, ...	[ [ 116, 53, 165, 71 ], [ 169, 53, 241, 71 ], [ 246, 53, 375, 71 ], [ 380, 53, 416, 71 ], [ 421, 53, 498, 71 ], [ 812, 53, 911, 71 ], [ 692, 75, 715, 84 ], [ 718, 75, ...	Background Anemia in patients with cancer who are undergoing active therapy is commonly encountered and may worsen quality of life in these patients. The effect of blood transfusion is often temporary and may be associated with serious adverse events. Erythropoiesis-stimulating agents are not effective in 30	ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_package/95/97/PMC3770628.tar.gz
PMC4307954	["Epilepsy","&","Behavior","Case","Reports","2","(2014)","124–126","Contents","lists","available",(...TRUNCATED)	[[219,38,243,44],[245,38,249,44],[251,38,276,44],[278,38,290,44],[292,38,314,44],[315,38,319,44],[32(...TRUNCATED)	[[368,47,408,55],[411,47,418,55],[421,47,463,55],[467,47,487,55],[490,47,527,55],[529,47,536,55],[53(...TRUNCATED)	"We present an unusual case of recurrent cough syncope in a 43-year-old woman, which was initially t(...TRUNCATED)	ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/1b/cf/main.PMC4307954.pdf
PMC4789428	["Hindawi","Publishing","Corporation","Nursing","Research","and","Practice","Volume","2016,","Articl(...TRUNCATED)	[[51,50,79,58],[80,50,115,58],[116,50,156,58],[51,59,77,67],[78,59,107,67],[108,59,120,67],[122,59,1(...TRUNCATED)	[[85,62,131,72],[133,62,191,72],[193,62,260,72],[85,73,128,83],[130,73,178,83],[180,73,200,83],[203,(...TRUNCATED)	" Objective. The objective of this study was to describe the recent clinical characteristics of labo(...TRUNCATED)	ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_package/ca/f8/PMC4789428.tar.gz
PMC4217354	["Hindawi","Publishing","Corporation","Journal","of","Lipids","Volume","2014,","Article","ID","86431(...TRUNCATED)	[[51,50,79,58],[80,50,115,58],[116,50,156,58],[51,59,74,67],[76,59,82,67],[84,59,104,67],[51,69,76,7(...TRUNCATED)	[[85,63,131,73],[133,63,191,73],[193,63,260,73],[85,74,123,84],[126,74,136,84],[140,74,173,84],[85,8(...TRUNCATED)	"Lipid apheresis is used to treat patients with severe hyperlipidemia by reducing low-density lipopr(...TRUNCATED)	ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_package/50/1e/PMC4217354.tar.gz
PMC3133512	["International","Journal","of","General","Medicine","Dovepress","open","access","to","scientific","(...TRUNCATED)	[[71,42,149,57],[152,42,194,57],[197,42,209,57],[212,42,258,57],[261,42,316,57],[497,42,558,57],[424(...TRUNCATED)	[[116,53,243,71],[248,53,316,71],[321,53,341,71],[346,53,421,71],[426,53,516,71],[812,53,911,71],[69(...TRUNCATED)	"Background: Agenesis of the inferior vena cava (IVC) as a cause of recurrent deep vein thrombosis ((...TRUNCATED)	ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_package/14/de/PMC3133512.tar.gz
PMC3109876	["SAGE-Hindawi","Access","to","Research","International","Journal","of","Alzheimer's","Disease","Vol(...TRUNCATED)	[[51,45,100,53],[102,45,122,53],[124,45,131,53],[132,45,161,53],[51,54,93,62],[95,54,118,62],[120,54(...TRUNCATED)	[[85,56,166,66],[170,56,203,66],[206,56,218,66],[220,56,268,66],[85,68,155,78],[158,68,196,78],[200,(...TRUNCATED)	"We examined the usefulness of brief neuropsychological tests and serum Aβ as a predictive test for(...TRUNCATED)	ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_package/59/8b/PMC3109876.tar.gz
PMC4033428	["Hindawi","Publishing","Corporation","Journal","of","Skin","Cancer","Volume","2014,","Article","ID"(...TRUNCATED)	[[51,50,79,58],[80,50,115,58],[116,50,156,58],[51,59,74,67],[76,59,82,67],[84,59,98,67],[100,59,123,(...TRUNCATED)	[[85,63,131,73],[133,63,191,73],[193,63,260,73],[85,74,123,84],[126,74,136,84],[140,74,163,84],[166,(...TRUNCATED)	"We have previously demonstrated that Rad6 and β-catenin enhance each other's expression through a (...TRUNCATED)	ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_package/29/fa/PMC4033428.tar.gz
PMC3056325	["International","Journal","of","General","Medicine","Dovepress","open","access","to","scientific","(...TRUNCATED)	[[71,42,149,57],[152,42,194,57],[197,42,209,57],[212,42,258,57],[261,42,316,57],[497,42,558,57],[424(...TRUNCATED)	[[116,53,243,71],[248,53,316,71],[321,53,341,71],[346,53,421,71],[426,53,516,71],[812,53,911,71],[69(...TRUNCATED)	"Background A review of the literature and an extensive Medline search revealed that this is the fir(...TRUNCATED)	ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_package/fc/93/PMC3056325.tar.gz
PMC2778185	["Hindawi","Publishing","Corporation","Journal","of","Environmental","and","Public","Health","Volume(...TRUNCATED)	[[51,45,78,52],[80,45,114,52],[116,45,156,52],[51,54,74,62],[76,54,83,62],[85,54,133,62],[134,54,146(...TRUNCATED)	[[85,56,130,65],[133,56,190,65],[193,56,260,65],[85,68,123,78],[126,68,138,78],[141,68,221,78],[223,(...TRUNCATED)	"This was a cross-sectional study that investigated pesticide exposure and its risk factors targetin(...TRUNCATED)	ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_package/63/57/PMC2778185.tar.gz
PMC3794340	["European","Journal","of","Histochemistry","2013;","volume","57:e14","Stem","cell","populations","i(...TRUNCATED)	[[344,25,380,35],[383,25,412,35],[414,25,422,35],[425,25,482,35],[485,25,506,35],[509,25,536,35],[53(...TRUNCATED)	[[556,30,614,42],[619,30,666,42],[669,30,682,42],[687,30,779,42],[784,30,818,42],[823,30,867,42],[87(...TRUNCATED)	"Cardiac progenitor cells are multipotent stem cells isolated from both embryonic and adult hearts i(...TRUNCATED)	ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/0b/a2/ejh-2013-2-e14.PMC3794340.pdf

End of preview.

LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization

A collaboration between reciTAL, MLIA (ISIR, Sorbonne Université), Meta AI, and Università di Trento

PubMed-Lay dataset for summarization

PubMed-Lay is an enhanced version of the PubMed summarization dataset, for which layout information is provided.

Data Fields

article_id: article id
article_words: sequence of words constituting the body of the article
article_bboxes: sequence of corresponding word bounding boxes
norm_article_bboxes: sequence of corresponding normalized word bounding boxes
abstract: a string containing the abstract of the article
article_pdf_url: URL of the article's PDF

Data Splits

This dataset has 3 splits: train, validation, and test.

Dataset Split	Number of Instances
Train	78,234
Validation	4,084
Test	4,350

Citation

@article{nguyen2023loralay,
  title={LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization},
  author={Nguyen, Laura and Scialom, Thomas and Piwowarski, Benjamin and Staiano, Jacopo},
  journal={arXiv preprint arXiv:2301.11312},
  year={2023}
}

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Paper for nglaura/pubmedlay-summarization

LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization

Paper • 2301.11312 • Published Jan 26, 2023