Datasets:

Joemgu
/

sumstew

prompt stringlengths 841 87k	target stringlengths 220 5.76k	input_tokens int64 256 16.4k	target_tokens int64 96 1.02k	subset stringclasses 17 values	language stringclasses 5 values
Summarize: Loic Remy's £8.5 million move to Liverpool dramatically collapsed on Sunday after he failed a medical. The France forward had flown out to Boston earlier this week after Liverpool had met the release clause in his contract and he had agreed personal terms and a long-term contract before beginning his fitness...	Summary: Liverpool have pulled out of proposed £8.5m move for Loic Remy. France international failed a medical on the Reds' US tour. Brendan Rodgers must decide whether to pursue other options. Liverpool beat Olympiacos 1-0 in International Champions Cup match in Chicago on Sunday night. Raheem Sterling settled the con...	1,576	115	cnn_dailymail	en
Write a title and summarize: Ein Computerspiel oder Videospiel ist ein elektronisches Spiel, das durch Interaktion mit einer Benutzeroberfläche visuelles Feedback auf einem Videobildschirm, meist einem Fernsehgerät oder Computermonitor, generiert. Weitere wissenschaftliche Definitionen des Begriffs werden in der Ludolo...	Title: Computerspiel Summary: Ein Computerspiel ist ein Programm, mit dem man am Computer spielt. Eine Person spielt allein, oder mit anderen Spielern. Manchmal sind die Spieler nicht im selben Raum, sondern die Computer sind über das Internet verbunden. Das nennt man dann online spielen. Je besser die Computer wurden,...	8,120	189	klexikon_de	de
Summarize: By. Sarah Griffiths. Three premature babies have died and many others seriously injured after being wiped with an antiseptic solution, it has emerged. Now doctors have been urged to be cautious when using chlorhexidine antiseptic on tiny babies after health experts noted a number of cases of chemical burns a...	Summary: Babies have suffered burns and other serious side effects after being disinfected with the chlorhexidine antiseptic. Experts say the solution may have contributed to the deaths of three babies. Twenty eight newborns in the UK have. suffered'serious side effects' after being wiped down with the. antiseptic befo...	1,140	141	cnn_dailymail	en
Summarize: BACKGROUND OF THE INVENTION This invention relates to improvements in drawer slides of the type which permit a drawer to be selectively pulled out from opposite sides of a support body such as a desk, file cabinet, service vehicle and the like. Two way or double pull drawers of various types have been known ...	Summary: A two way travel three section drawer slide assembly is provided for cabinets, desks, files, service vehicles and the like to permit a drawer to be selectively extended from opposite sides. The assembly includes an outer channel section for attachment to a support body such as a cabinet wall, a central channel...	4,221	191	big_patent	en
Summarize: IHS dismantled the iPad Air to work out how much each component cost to make. The cheapest 16GB iPad Air costs $274 to make, plus a $6 manufacturing cost, yet sells for $499 in the U.S. Apple launched its iPad Air last month, which is twice as. fast as previous models and 20 per cent thinner - yet a new repo...	Summary: Researchers dismantled the iPad Air to work out costs for each component. 16GB model worked out at £174 ($274) to make, yet retails at £399 ($499) This is £26 ($42) less than what Apple paid to make its iPad 3. The 32GB model costs £5.20 ($8.40) more to make than the smaller model, yet retails for £80 extra in...	1,030	122	cnn_dailymail	en
Summarize: Loss: Audrie Pott, 15, killed herself last year after she was allegedly sexually assaulted at a party. A teenager who hanged herself after three classmates allegedly sexually assaulted her and circulated photos of the sickening attack desperately pleaded with the boys to delete the images in the days before ...	Summary: Audrie Pott, 15, hanged herself in September 2012 'after images were passed around school showing her naked and being sexually assaulted' Three teenage boys'stripped her naked, drew on her body and attacked her after a night of heavy drinking at a house party' Facebook messages sent that week show her pleading...	1,929	121	cnn_dailymail	en
Summarize: RELATED APPLICATIONS [0001] This application is the U.S. National Stage under 35 USC 371 of PCT Application PCT/IB2015/054026.and claims foreign priority based of Italian patent application BA2014A000036 filed on Jun. 6, 2014. BACKGROUND OF THE INVENTION [0002] 1. Field of the Invention [0003] The present in...	Summary: A machine ( 100 ) for "cartellate" production comprising a support structure ( 1 ), a motorized conveyor belt ( 3 ) for transport of dough strips, on which dough guide means ( 8 ) operate, conveyor means ( 5 ), motorized pinching means ( 6 ), shaping means ( 7 ), cutting means ( 9 ) and movable rolling means (...	2,855	197	big_patent	en
Summarize: By. Paul Donnelley. Ex-Emmerdale star Cy Chadwick at Leeds Crown Court where he is facing charges of indecent assault. A former star of the soap Emmerdale star has gone on trial accused of forcing a young boy who looked up to him ‘like a big brother’ to perform a sex act on him. Cy Chadwick, 45, who played N...	Summary: Cy Chadwick, 45, played Nick Bates. for ten years in the programme. He is alleged to have indecently assaulted a. schoolboy who was. 8 or 9 at the time between 1985 and 1987. Prosecution alleges Chadwick took the boy out on day trips and bought him many gifts including a record player, records and trinkets. Co...	853	110	cnn_dailymail	en
Write a title and summarize: En haut à gauche Aurore Berge, en haut à droite Adrien Quatennens, en bas Julien Dive Thomas Samson/AFP, Jean-Luc Hauser/CC BY-SA 4.0, Thomas Samson/AFP Rencontre sur le renouveau politique en France et sur le rôle du Parlement, avec les députés Aurore Bergé (La République en marche, Yvelin...	Title: Du renouveau en politique, pour quoi faire Summary: "Le Monde" organise dans le cadre du "Monde Festival" un débat sur le renouveau politique en France et sur le rôle du Parlement, avec les députés Aurore Bergé, Adrien Quatennens et Julien Dive, dimanche 24 septembre, de 13 h 30 à 14 h 30, à l'Opéra Bastille.	870	96	mlsum_fr	fr
Summarize: By. Nick Enoch. PUBLISHED:. 13:48 EST, 20 December 2013. \|. UPDATED:. 13:54 EST, 20 December 2013. A Batman impersonator who was caught on CCTV handing in his friend to the police earlier this year has been spared jail today after being found guilty of burglary. Stan Worby, 40, took Daniel Frayne, 27, to a B...	Summary: Stan Worby, 40, was filmed in February handing Daniel Frayne to West Yorks police. Worby and Frayne were charged with burglary seven weeks later. Pair were found by a car stashed with power tools near to where a garage was burgled, in April. Worby given six-month jail sentence, suspended for 12 months; Frayne ...	841	111	cnn_dailymail	en
Summarize: Background ESRA authorizes IES to conduct and support many different types of research and evaluations. Specifically, ESRA contains several key provisions related to the management, core functions, and processes of IES: all research conducted by IES is to use scientifically based research standards that incl...	Summary: The federal government has a longstanding role in conducting education research and collecting related data. The Education Sciences Reform Act of 2002 established IES as Education's primary research and evaluation arm. With a budget of just under $600 million in fiscal year 2013, IES has a broad mission to pro...	4,222	798	gov_report	en
Write a title and summarize: Neurological involvement occurs throughout the leprosy clinical spectrum and is responsible for the most feared consequences of the disease. Ultrasonography (US) provides objective measurements of nerve thickening and asymmetry. We examined leprosy patients before beginning multi-drug thera...	Title: Asymmetric Nerve Enlargement: A Characteristic of Leprosy Neuropathy Demonstrated by Ultrasonography Summary: Leprosy is an infectious disease that affects the peripheral nerves, leading to nerve thickening, asymmetry and dysfunction; therefore, early detection of leprosy neuropathy is important for preventing d...	5,343	255	lay_plos	en
Summarize: Gary Player was camped out under the big oak tree behind the clubhouse, signing autographs and posing for pictures, as he did 50 years ago. At the many snack stands scattered around Augusta National, pimento cheese sandwiches in green wrappers were selling for 1962 prices _ a buck fifty. A place stuck in a t...	Summary: The prestigious Augusta National Golf Club, host of the Masters, seems to be sticking to its maddening policy of banning female members. Augusta National Chairman William Porter Payne won't even deign to publicly discuss the issue. Some critics believe it's long past time to extend an invitation to Virginia Ro...	3,002	288	multi_news	en
Summarize: In this June 2, 2016 photo, Brock Turner, 20, right, makes his way into a Santa Clara Superior Courthouse in California (Dan Honda/Bay Area News Group via AP) Courts records released Friday in the Brock Turner sexual assault case in Santa Clara County, Calif., include numerous exhibits and documents related ...	Summary: The sister of Brock Turner's victim says Turner tried to force himself on her the same night he raped her sister. That's one of a number of things revealed in court documents released Friday. The Los Angeles Times reports the victim's sister says Turner "started making out on her cheek" and grabbed her waist u...	1,122	367	multi_news	en
Summarize: A self-confessed murderer lashed out in the courtroom Monday after he was handed a 50-to-100 year prison sentence for slaying his girlfriend, a mother-of-five, and dumping her body in the garbage. Before learning his fate, Jahleel Hoskins, of Grand Rapids, Michigan, offered a weeping apology to the family of...	Summary: Confessed murderer Jahleel Hoskins lashed out in the. courtroom Monday after he was handed a 50-to-100 year sentence. for slaying his girlfriend. Latrice Maze, a mother-of-five, was killed last March and dumped in the garbage. When Kent County Judge James Redford handed down the sentence, Hoskins snapped, thro...	1,588	137	cnn_dailymail	en
Summarize: DENVER, March 24, 2015 -- Chocolate has many health benefits -- it can potentially lower blood pressure and cholesterol and reduce stroke risk. But just as connoisseurs thought it couldn't get any better, there's this tasty new tidbit: Researchers have found a way to make the treat even more nutritious -- an...	Summary: One of your vices could one day be a little more virtuous: Scientists are today announcing that they've figured out how to make chocolate healthier. The findings will be detailed by researchers from Belgium's Ghent University and the University of Ghana at the national meeting of the American Chemical Society ...	2,340	391	multi_news	en

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Dataset Card for "sumstew"

TL;DR:

Sumstew is a abstractive, multilingual Dataset, with a balanced number of samples from a diverse set of summarization Datasets. The input sizes range up to 16384 tokens. Filtered using a diverse set of heuristics to encourage high coverage, accuracy and factual consistency. Code to reproduce Dataset available at TODO

Task Information

Task Categories: The tasks covered by this dataset are primarily summarization tasks.
Languages: This dataset supports multiple languages including English (en), German (de), French (fr), Italian (it), and Spanish (es).

Dataset Structure

Data Instances: Each data instance in the dataset comprises five fields - 'prompt', 'target', 'task', 'subset', and 'language'.
- 'prompt': The input text for the task. (dtype: string)
- 'target': The expected output for the task. (dtype: string)
- 'subset': The subset of the dataset the instance belongs to. (dtype: string)
- 'language': The language of the instance. (dtype: string)
Data Splits: The dataset is split into two subsets:
- 'train' set: 187221 examples
- 'validation' set: 14542 examples
- 'test' set: 12467 examples

Dataset Statistics

Max Document Length: The maximum document length is 16384 mlong-t5 tokens.
Max Output Length: The maximum output length is 1024 mlong-t5 tokens.

Additional Information

Data Collection: The data has been collected from a variety of sources spanning different languages and domains, ensuring a diverse and comprehensive dataset.
Data Cleaning: The dataset has been filtered by checking the ngram overlap between the source and target document and dropping samples which have too much or too little overlap, and also through normalization.
Known Limitations: As the dataset is generated from diverse sources, the inherent biases or limitations of those sources may persist in this dataset as well.
Usage Scenarios: This dataset can be used for training and evaluating models on tasks like summarization and question-answering, in a multilingual context.

Credits

At this point I want to thank every creator of the underlying datasets (there are too many for me to count). If there are any issues concercining licensing or you want your data removed from the dataset, feel free to DM over Twitter (link in profile). Special thanks to @pszemraj [https://huggingface.co/pszemraj] for the inspiration.

If interested in collaboration or consulting for your project, feel free to DM https://twitter.com/StutterBuddy

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Dataset Identifier

: sumstew

Dataset Summary

: "SumStew" is a rich multilingual dataset for text summarization. It incorporates diverse data sources such as cnn_dailymail, samsum, mlsum (de, fr, es, it), klexikon, xlsum (fr, en, es), govreport, sciqa, piqa, pumbed_qa, multinews, laysum, booksum, dialogsum, fanpage (it), ilpost (it). This data has been curated by filtering based on n-gram overlap between the source and target documents and normalized to prevent undue bias. Every instance in this dataset is prefixed by an instruction (title, summary, or qa).

Models trained or fine-tuned on Joemgu/sumstew