Datasets:

nglaura
/

arxivlay-summarization

Tasks:

Summarization

Modalities:

Text

Languages:

English

License:

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article_id string	article_words sequence	article_bboxes sequence	article_norm_bboxes sequence	abstract string	article_pdf_url string
0903.5449	["arXiv:0903.5449v1","[physics.optics]","31","Mar","2009","Influence","of","Phase","Diffuser","Dynam(...TRUNCATED)	[[18,420,36,576],[18,284,36,410],[18,254,36,274],[18,215,36,249],[18,170,36,210],[138,172,212,190],[(...TRUNCATED)	[[29,530,58,727],[29,358,58,517],[29,320,58,345],[29,271,58,314],[29,214,58,265],[225,217,346,239],[(...TRUNCATED)	" The effect of a random phase diffuser on fluctuations of laser light (scintillations) is studied.(...TRUNCATED)	gs://arxiv-dataset/arxiv/arxiv/pdf/0903/0903.5449v1.pdf
1002.1288	["BALL-SCALE","BASED","HIERARCHICAL","MULTI-OBJECT","RECOGNITION","IN","3D","MEDICAL","IMAGES","arXi(...TRUNCATED)	[[74,105,158,116],[164,105,210,116],[216,105,324,116],[329,105,433,116],[439,105,539,116],[221,119,2(...TRUNCATED)	[[120,132,258,146],[267,132,343,146],[352,132,529,146],[537,132,707,146],[717,132,880,146],[361,150,(...TRUNCATED)	" This paper investigates, using prior shape models and the concept of ball scale (b-scale), ways o(...TRUNCATED)	gs://arxiv-dataset/arxiv/arxiv/pdf/1002/1002.1288v1.pdf
1405.3379	["arXiv:1405.3379v1","[stat.ML]","14","May","2014","Learning","rates","for","the","risk","of","kerne(...TRUNCATED)	[[18,459,36,615],[18,373,36,449],[18,343,36,363],[18,301,36,338],[18,256,36,296],[115,175,204,193],[(...TRUNCATED)	[[30,545,60,730],[30,442,60,533],[30,407,60,431],[30,357,60,401],[30,304,60,351],[193,207,342,229],[(...TRUNCATED)	" Additive models play an important role in semiparametric statistics. This paper gives learning ra(...TRUNCATED)	gs://arxiv-dataset/arxiv/arxiv/pdf/1405/1405.3379v1.pdf
1405.7337	["BASIS","PROPERTIES","OF","THE","p,","q-SINE","FUNCTIONS","arXiv:1405.7337v2","[math.FA]","28","Nov(...TRUNCATED)	[[162,151,196,160],[201,151,275,160],[280,151,296,160],[301,151,325,160],[330,151,338,160],[340,151,(...TRUNCATED)	[[264,190,320,202],[328,190,449,202],[457,190,483,202],[491,190,531,202],[539,190,552,202],[555,190,(...TRUNCATED)	" We improve the currently known thresholds for basisness of the family of periodically dilated p,q(...TRUNCATED)	gs://arxiv-dataset/arxiv/arxiv/pdf/1405/1405.7337v2.pdf
1511.00051	["Short-Term","Plasticity","and","Long-Term","Potentiation","in","Magnetic","Tunnel","Junctions:","T(...TRUNCATED)	[[66,54,134,64],[138,54,194,64],[198,54,220,64],[224,54,289,64],[293,54,366,64],[370,54,382,64],[386(...TRUNCATED)	[[107,68,218,80],[225,68,316,80],[323,68,359,80],[366,68,472,80],[478,68,598,80],[604,68,624,80],[63(...TRUNCATED)	" Synaptic memory is considered to be the main element responsible for learning and cognition in hu(...TRUNCATED)	gs://arxiv-dataset/arxiv/arxiv/pdf/1511/1511.00051v3.pdf
0704.1804	["Equation","of","state","of","atomic","systems","beyond","s-wave","determined","by","the","lowest",(...TRUNCATED)	[[63,54,116,64],[121,54,132,64],[136,54,165,64],[169,54,180,64],[184,54,224,64],[228,54,274,64],[278(...TRUNCATED)	[[102,68,189,80],[197,68,215,80],[222,68,269,80],[276,68,294,80],[300,68,366,80],[372,68,447,80],[45(...TRUNCATED)	" Dilute Fermi systems with large s-wave scattering length a_s exhibit universal properties if the (...TRUNCATED)	gs://arxiv-dataset/arxiv/arxiv/pdf/0704/0704.1804v1.pdf
0705.1575	["QCD","Approach","to","B","→","Dπ","Decays","and","CP","Violation","Fang","Su","a,b",",","Yue-Li(...TRUNCATED)	[[111,104,147,117],[153,104,221,117],[226,104,241,117],[246,103,257,117],[261,103,276,128],[280,103,(...TRUNCATED)	[[181,131,240,147],[250,131,361,147],[369,131,393,147],[401,130,419,147],[426,130,450,161],[457,130,(...TRUNCATED)	" The branching ratios and CP violations of the B→ Dπ decays, including both the color-allowed a(...TRUNCATED)	gs://arxiv-dataset/arxiv/arxiv/pdf/0705/0705.1575v2.pdf
0705.3618	["Electronic","Interface","Reconstruction","at","Polar-Nonpolar","Mott","Insulator","Heterojunctions(...TRUNCATED)	[[54,54,113,64],[117,54,169,64],[173,54,262,64],[266,54,278,64],[282,54,373,64],[377,54,407,64],[411(...TRUNCATED)	[[88,68,184,80],[191,68,276,80],[282,68,428,80],[434,68,454,80],[460,68,609,80],[616,68,665,80],[671(...TRUNCATED)	" We report on a theoretical study of the electronic interface reconstruction (EIR) induced by pola(...TRUNCATED)	gs://arxiv-dataset/arxiv/arxiv/pdf/0705/0705.3618v2.pdf
0706.3694	["Status","of","the","H1","Very","Forward","Proton","Spectrometer","arXiv:0706.3694v1","[physics.ins(...TRUNCATED)	[[110,132,155,145],[160,132,173,145],[179,132,201,145],[207,132,228,145],[233,132,266,145],[272,132,(...TRUNCATED)	[[179,166,253,183],[261,166,282,183],[292,166,328,183],[338,166,372,183],[380,166,434,183],[444,166,(...TRUNCATED)	" The Very Forward Proton Spectrometer (VFPS) of the H1 experiment at HERA is collecting data since(...TRUNCATED)	gs://arxiv-dataset/arxiv/arxiv/pdf/0706/0706.3694v1.pdf
0706.3780	["Mon.","Not.","R.","Astron.","Soc.","000,","1–??","(2005)","Printed","27","December","2013","(MN"(...TRUNCATED)	[[42,80,61,88],[64,80,80,88],[83,80,92,88],[94,80,122,88],[125,80,140,88],[143,80,160,88],[163,80,18(...TRUNCATED)	[[68,101,99,111],[104,101,130,111],[135,101,150,111],[153,101,199,111],[204,101,228,111],[233,101,26(...TRUNCATED)	" We first show that a large amount of metal-poor gas is stripped from the Small Magellanic Cloud ((...TRUNCATED)	gs://arxiv-dataset/arxiv/arxiv/pdf/0706/0706.3780v1.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

Arxiv-Lay dataset for summarization

ArXiv-Lay is an enhanced version of the arXiv 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	122,189
Validation	4,374
Test	4,356

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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