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article_id
string
article_words
sequence
article_bboxes
sequence
article_norm_bboxes
sequence
abstract
string
article_pdf_url
string
1504874
["RAËL,","FILS","DE","YAHVÉ","ET","MESSAGER","DES","ELOHIM",":","LES","SOUBASSEMENTS","DÉLIRANTS"(...TRUNCATED)
[[31,108,66,120],[69,108,95,120],[99,108,115,120],[119,108,159,120],[162,108,177,120],[181,108,247,1(...TRUNCATED)
[[68,158,145,176],[151,158,209,176],[218,158,253,176],[262,158,350,176],[356,158,389,176],[398,158,5(...TRUNCATED)
"La réflexion sur les phénomènes « sectaires », généralement organisée autour de quelques no(...TRUNCATED)
"https://hal.archives-ouvertes.fr/hal-01504874/file/T.Lamote.%20Ra%C3%ABl%2C%20le%20Proph%C3%A8te%20(...TRUNCATED)
1504941
["Recherches","en","Psychanalyse","–","Research","in","Psychoanalysis","18│2014","18│2014","(...TRUNCATED)
[[43,38,97,50],[100,38,112,50],[115,38,179,50],[182,38,188,50],[191,38,235,50],[241,38,250,50],[253,(...TRUNCATED)
[[72,45,163,59],[168,45,188,59],[193,45,300,59],[305,45,315,59],[321,45,394,59],[405,45,420,59],[425(...TRUNCATED)
"Comment le shî'isme, traditionnellement mystique, initiatique et quiétiste, a-t-il pu aboutir à (...TRUNCATED)
"https://hal.archives-ouvertes.fr/hal-01504941/file/Tir%C3%A9%20%C3%A0%20part.%20Du%20guide%20divin%(...TRUNCATED)
204939
["PARCOURS","VISIONNAIRES","ET","PASSEURS","DE","FRONTIERES","André","Mary","Dans","l'ouvrage","qu'(...TRUNCATED)
[[99,117,177,129],[181,117,283,129],[287,117,305,129],[309,117,380,129],[384,117,403,129],[99,133,19(...TRUNCATED)
[[166,138,297,153],[304,138,475,153],[482,138,512,153],[519,138,638,153],[645,138,677,153],[166,157,(...TRUNCATED)
"À partir de quelques parcours biographiques de vocation d'hommes de Dieu inscrits dans la mouvance(...TRUNCATED)
"https://halshs.archives-ouvertes.fr/halshs-00204939/file/Parcours_visionnaires_et_passeurs_de_front(...TRUNCATED)
1458125
["Les","représentations","des","enseignants","de","ZEP","sur","la","relation","école/famille","à"(...TRUNCATED)
[[75,60,94,75],[98,60,194,75],[198,60,219,75],[222,60,295,75],[299,60,314,75],[317,60,340,75],[343,6(...TRUNCATED)
[[126,71,157,89],[164,71,326,89],[332,71,368,89],[373,71,495,89],[502,71,527,89],[532,71,571,89],[57(...TRUNCATED)
"Les familles sont des partenaires essentiels de l’école. Pourtant, la relation école/famille es(...TRUNCATED)
"https://hal.archives-ouvertes.fr/hal-01458125/file/Les%20repr%C3%A9sentations%20des%20enseignants%2(...TRUNCATED)
1059666
["vers","une","utilisation","éco-efficace","des","matières","premières","minérales","Vers","une"(...TRUNCATED)
[[55,37,77,55],[81,37,100,55],[103,37,160,55],[163,37,225,55],[228,37,244,55],[248,37,292,55],[296,3(...TRUNCATED)
[[88,46,123,69],[129,46,160,69],[165,46,256,69],[261,46,360,69],[365,46,391,69],[397,46,467,69],[474(...TRUNCATED)
"Le recyclage des matières premières minérales est un moyen d'améliorer la productivité des res(...TRUNCATED)
https://hal-brgm.archives-ouvertes.fr/hal-01059666/file/08-Reuter_a_BD.pdf
457235
["«","CHOISIR","LES","MOTS","ET","APPROPRIER","STRICTEMENT","LE","VOCABULAIRE","À","LA","PENSÉE",(...TRUNCATED)
[[150,71,156,84],[159,71,207,84],[210,71,231,84],[234,71,267,84],[270,71,285,84],[287,71,360,84],[36(...TRUNCATED)
[[252,84,262,99],[267,84,347,99],[352,84,388,99],[393,84,448,99],[453,84,478,99],[482,84,605,99],[61(...TRUNCATED)
"Le présent article s'inscrit dans la continuité de la réflexion que nous avions entreprise en It(...TRUNCATED)
https://halshs.archives-ouvertes.fr/halshs-00457235/file/IsidoreSevilleSalvador.pdf
457238
["TRI","AUTOMATIQUE","SUR","CRITÈRES","MORPHOSYNTAXIQUES","DE","L'ANCIENNE","LANGUE","Xavier-Lauren(...TRUNCATED)
[[66,69,92,87],[96,69,214,87],[219,69,253,87],[257,69,338,87],[343,69,530,87],[210,88,232,106],[237,(...TRUNCATED)
[[110,81,154,103],[161,81,359,103],[368,81,425,103],[431,81,568,103],[576,81,890,103],[352,104,389,1(...TRUNCATED)
"Le présent article illustre les travaux du groupe d'études consacré à l'ancien français né da(...TRUNCATED)
https://halshs.archives-ouvertes.fr/halshs-00457238/file/Information_grammaticale.pdf
1407064
["«","Couac","»",":","un","levier","pragmatico-énonciatif","dans","le","discours","journalistique(...TRUNCATED)
[[93,46,100,59],[103,46,142,59],[145,46,152,59],[156,46,160,59],[164,46,179,59],[183,46,216,59],[220(...TRUNCATED)
[[151,58,163,74],[168,58,232,74],[236,58,248,74],[254,58,261,74],[267,58,292,74],[299,58,352,74],[35(...TRUNCATED)
"Initialement fausse note discordante le terme « couac » s’est teinté ces dernières années d(...TRUNCATED)
https://hal.univ-lorraine.fr/hal-01407064/file/Revue%20Mots-Couac.2015.pdf
1407054
["La","répétition","variationnelle","comme","outil","dialogique","identificatoire",":","construire(...TRUNCATED)
[[138,69,150,78],[153,69,197,78],[199,69,261,78],[264,69,296,78],[299,69,319,78],[133,79,179,88],[18(...TRUNCATED)
[[328,115,357,131],[364,115,469,131],[473,115,621,131],[628,115,704,131],[711,115,759,131],[316,132,(...TRUNCATED)
"Annabelle Seoane étudie la répétition lexicale associée à des phénomènes de répétition plu(...TRUNCATED)
"https://hal.univ-lorraine.fr/hal-01407054/file/Revue%20Langue%20et%20Discours-R%C3%A9p%C3%A9titions(...TRUNCATED)
205267
["EXPÉRIENCES","SIMPLES","SUR","L'EFFET","MAGNUS","par","MM.","A.","TURPAIN","et","DE","BONY","DE",(...TRUNCATED)
[[160,149,224,157],[230,150,268,157],[275,150,293,157],[300,150,337,157],[343,150,383,157],[171,165,(...TRUNCATED)
[[300,195,421,205],[432,196,503,205],[516,196,550,205],[563,196,633,205],[644,196,719,205],[321,216,(...TRUNCATED)
"La déviation des trajectoires de corps en rotation, qui constitue l'effet Magnus, a été remarqu(...TRUNCATED)
https://hal.archives-ouvertes.fr/jpa-00205267/file/ajp-jphysrad_1926_7_10_316_0.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

HAL dataset for summarization

HAL is a dataset for summarization of research papers written in French, 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 43,379
Validation 1,384
Test 1,385

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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