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000642916e3a6c33411c617cf2f3c134a206fba8 | Tim Sherwood will welcome Gary Gardner back into his first team squad during pre-season to assess closely whether the 22-year-old can cut it for Aston Villa in the Premier League. Gardner has enjoyed a successful loan spell at Nottingham Forest and scored a superb free-kick in front of the Villa manager during the defe... | Gary Gardner confirms he'll report to Aston Villa for pre-season training . The 22-year-old is out on loan at Championship side Nottingham Forest . Tim Sherwood is keen to asses Gardner ahead of next season . The midfielder would prefer a move back to Forest if Villa doesn't wok out . CLICK HERE for all the latest Asto... | [
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00110802bc6eae0e8e4d3d22e27f458f41be2b22 | For years medical experts have warned about the dangers of too much salt, but now new research is questioning conventional wisdom and warning instead of the dangers of too little salt . For years medical experts have warned about the dangers of too much salt, but new research is now questioning conventional wisdom and ... | Current federal government guidelines dictate the people should limit their salt intake to 2,300 milligrams . Scientists now believe a typical healthy person can consume as much as 6,000 milligrams per day without significantly raising health risks . The same skeptics also warn of the health risks associated with consu... | [
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00119229166ae09a6ef25c0e10b101ef9eb9cca3 | It is the smallest computer in the world - and 150 of them can fit in a thimble. Called the Michigan Micro Mote, to tiny technology is a complete computer system. Its inventors say it can act as a smart sensor, and give everyday objects computing capabilities. The Michigan Micro Mote is the smallest computer in the wor... | Michigan Micro Mote is a complete computer system less that 5mm across . Contains solar cells that power the battery with ambient light . Can be equipped with cameras, temperature and pressure sensors . | [
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0013aa16650fbcfbe6edb16ac614ad174cb5d1cf | Britons heading to Europe on holiday are facing the nightmare of arriving at their destination and not being able to hire a car, thanks to a controversial driving licence shake-up. The Driver and Vehicle Licensing Agency (DVLA) is scrapping the paper counterpart that accompanies all UK plastic photocard licences. Infor... | Britons finding they cannot pick up hire cars after driving licence change . DVLA is scrapping the paper counterpart that accompanies UK licences . Information about penalty points will be held on the DVLA's database . Fears foreign car hire firms will not be able to check motorists' details . | [
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00180b7ce54794a52766d795506a94071f7c055b | You might have seen fantastic images of the sun before, or even clips showing its activity - but you’ve never seen anything like this. An incredible video has stitched together footage from a Nasa spacecraft, revealed the beauty of the solar surface as it bursts with energy. Taken over five years, the footage includes ... | Filmmaker Michael König from Cologne, Germany has created an amazing video showing solar activity . It was made by stitching together footage from Nasa's Solar Dynamics Observatory over five years . The footage includes loops of 'coronal rain' showering the surface of the sun . Transits of the moon, Venus and Earth are... | [
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001ebaa80dca4a65adf2178b132113cb9e3d5431 | Justin Rose will try to take a leaf out of Rory McIlroy's book after kickstarting his season with his share of second place in the Masters. Rose arrived at Augusta National having missed the cut in three of his previous five tournaments on the PGA Tour, but left with renewed enthusiasm and a 14-under-par total which ha... | Justin Rose finished joint runner-up at the Masters 2015 on 14-under-par . Rose's final total has only been bettered six times at the the Masters . Rose hopes to build on his display and take some big titles across the year . CLICK HERE for all the latest news and reaction following the Masters . | [
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00200e794fa41d3f7ce92cbf43e9fd4cd652bb09 | (CNN)James Best, best known for his portrayal of bumbling sheriff Rosco P. Coltrane on TV's "The Dukes of Hazzard," died Monday after a brief illness. He was 88. Best died in hospice in Hickory, North Carolina, of complications from pneumonia, said Steve Latshaw, a longtime friend and Hollywood colleague. Although he'd... | James Best, who played the sheriff on "The Dukes of Hazzard," died Monday at 88 . "Hazzard" ran from 1979 to 1985 and was among the most popular shows on TV . | [
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00217448b38d81a23db66ac362bee25056f58fab | Her neighbour’s leylandii hedge stands 40ft tall and, says Audrey Alexander, has left parts of her garden in deep shade. What’s more, it now seems likely to remain that way. Despite a 35-year fight to get the trees cut down to size, the council has ruled they can stay. It is the final defeat in a battle that involved t... | Audrey Alexander wanted her neighbours to chop down their huge hedge . She claims the 40ft leylandii was blocking sunlight from reaching her home . Feud started in 1980 when it blocked light from reaching a vegetable patch . Council finally rules that the hedge can stay - but must be cut back to 20ft . | [
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0021fe8d65bd0d6d76d5fefba2ac02f0c48a43f4 | (CNN)The attorney for a suburban New York cardiologist charged in what authorities say was a failed scheme to have another physician hurt or killed is calling the allegations against his client "completely unsubstantiated." Appearing Saturday morning on CNN's "New Day," Randy Zelin defended his client, Dr. Anthony Mosc... | A lawyer for Dr. Anthony Moschetto says the charges against him are baseless . Moschetto, 54, was arrested for selling drugs and weapons, prosecutors say . Authorities allege Moschetto hired accomplices to burn down the practice of former associate . | [
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00220ec77d4406741f9c017c07839ef2e76b3eab | With house prices soaring, it's not easy finding somewhere to live. And this community has thrown in the towel. Meet Seattle's rolling neighborhood of RVs, where each unassuming vehicle is a capsule home. The unusual format has been captured in a series of photographs by visual journalist Anna Erickson. Meet Bud Dodson... | Around 30 people live a floating life in Seattle's SoDo (South of Downtown) area in their RVs . There is one parking lot in particular where the owner lets them act as watchmen in exchange for a spot to live . Visual journalist Anna Erickson, who photographed the community, said they are just grateful to have a home . | [
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002da0eaa8d2d09ac66228ba1c49cdc152fab925 | John Carver has called on the advice and support of former Newcastle managers Alan Shearer and Alan Pardew as tensions grow between the club and its fanbase. Supporters are planning to boycott today’s game at home to Spurs in protest at what they see as a lack of investment and ambition from owner Mike Ashley. Carver w... | Newcastle boss John Carver is under huge pressure to perform in his role . Toon fans are planning to protest against club owner Mike Ashley . Carver could also be targeted for his poor record in his job so far . He has turned to predecessors Alan Pardew and Alan Shearer for advice . | [
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002dfdcdd737ba880f0ad12d25b9de3427086cfc | Roger Federer believes Rafael Nadal is still the favourite for the French Open despite the Spaniard's recent struggles. Nadal suffered his earliest exit in 12 years at the Barcelona Open last week with a third-round defeat by world No 29 Fabio Fognini and has admitted his confidence is lacking. World No 1 Novak Djokovi... | Roger Federer believes Rafael Nadal is still the favourite for Roland Garros . World No 1 Novak Djokovic has lost just two matches this year . But Federer feels that nine-time champion Nadal is still the man to beat . Federer is competing in the inaugural Istanbul Open this week . | [
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002e6d0357c253728d1351b572369225aec21fe8 | The the first photos of Sarah Stage's healthy newborn baby boy have been released. The 30-year-old lingerie model and animal rights activist from Los Angeles had come under fire during her pregnancy for posting a string of sexy selfies showing off her seemingly rock-hard abs. But James Hunter was born at a healthy eigh... | Sarah Stage, 30, welcomed James Hunter into the world on Tuesday . The baby boy weighed eight pounds seven ounces and was 22 inches long . During her pregnancy Sarah was criticised for her trim figure and abs . | [
"Who welcomed someone? Sarah Stage",
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"Where did someone welcome someone? into the world",
"When did someone welcome someone? on Tuesday",
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"What was someone criticised for? her trim figure and abs",
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00324fab01033899fbf5a4c5c410ccb389b94408 | Don McLean (pictured) is responsible American Pie, the lyrics of which have been puzzled over for decades . There has never been a popular song quite like it. For more than 40 years, its lyrics have been an enigma wrapped in an eight-and-a-half minute long rock 'n' roll puzzle. Argued over by generations of geeky fans,... | For more than 40 years, the lyrics of American Pie have been puzzled over . This week the handwritten lyrics sold for more than $1 million at auction . The verses contain hidden references to seminal events of the 50s and 60s . It includes nods to Buddy Holly, Charles Manson and Martin Luther King . | [
"What has been puzzled over? the lyrics of American Pie",
"How long has something been puzzled over? For more than 40 years",
"What sold for something? the handwritten lyrics",
"When did something sell for something? This week",
"What did something sell for? more than $ 1 million",
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0034b7c223e24477e046cf3ee085dd006be38b27 | Rubbish teams refused to empty a recycling bin because it had an empty crisp packet on its lid. Binmen said the bag of Walkers prawn cocktail crisps fell foul of the rules – even though it had been dropped there by a litterbug. Elsewhere they left another bin full of rubbish because there was a scrap of cellophane on t... | Binmen refused to empty bin because it had empty crisp packet on lid . They also left bin full because there was a scrap of cellophane on top . Enraged residents have branded waste collection squads as 'little Hitlers' | [
"Who refused to do something? Binmen",
"What did someone refuse to do? empty bin",
"Why did someone refuse to do something? because it had empty crisp packet on lid",
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0038893054277710fb6eea96fbf21a556bc4e318 | Jeffrey Williams, 20, is accused of shooting and wounding the officers on during a rally on March 12 . The man accused of shooting two police officers during a demonstration in Ferguson has confessed to the crime in a series of phone calls from jail that were recorded. Jeffrey Williams, 20, is accused of shooting and w... | Jeffrey Williams, 20, is accused of shooting and wounding the officers on during a rally on March 12 . Despite warnings at the start of prison phone calls that they can be used as evidence, he spoke free about the incident to his girlfriend . Williams said he was being harassed by a group of people outside Ferguson PD ... | [
"Who is accused of something? Jeffrey Williams",
"What is someone accused of? shooting and wounding the officers",
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0041698b4463a633f912681b96f73648cb012e33 | (CNN)President Barack Obama took part in a roundtable discussion this week on climate change, refocusing on the issue from a public health vantage point. After the event at Washington's Howard University on Tuesday, Obama sat down with me for a one-on-one interview. I asked him about the science behind climate change a... | "No challenge poses more of a public threat than climate change," the President says . He credits the Clean Air Act with making Americans "a lot" healthier . | [
"What poses something? challenge",
"What does something pose? more of a public threat",
"Who says something? the President",
"What does someone say? No challenge poses more of a public threat than climate change",
"Who credits something? He",
"What does someone credit with something? the Clean Air Act",
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0047e121edeb0c38199b85b824c169613a3f3dc3 | Firefighters responded to cries for help - from two parrots. The crew scoured a burning home in Boise, Idaho, searching for people shouting 'Help!' and 'Fire!' Eventually, to their surprise, they found a pair of squawking birds. SCROLL DOWN FOR VIDEO . Cry for help! This is one of the two parrots who were found in a bu... | Two parrots were home alone when a fire erupted in Boise, Idaho . Started calling 'Help!' and 'Fire!', crew thought they were human voices . Both were pulled from the wreckage and treated with oxygen masks . | [
"What were home alone? Two parrots",
"When were somethings home alone? when a fire erupted",
"Where were somethings home alone? in Boise , Idaho",
"Who thought something was something? crew",
"What did someone think was something? they",
"What did someone think something was? human voices",
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005ed40b1c58766a61e37d23bf10f8ce81ef6295 | Ahead of this weekend's Premier League action, Sportsmail will be providing you with all you need to know about every fixture, with team news, provisional squads, betting odds and Opta stats. Here is all the information you need for Crystal Palace's home clash with Manchester City... Crystal Palace vs Manchester City (... | Marouane Chamakh, Fraizer Campbell and Jordon Mutch ruled out . Suspended Crystal Palace skipper Mile Jedinak joins them on the sidelines . Yaya Toure back from an achilles injury for Manchester City . James Milner expected to be available for champions despite knee trouble . | [
"Who was ruled? Marouane Chamakh , Fraizer Campbell and Jordon Mutch",
"How was someone ruled? out",
"Who joins someone? Suspended Crystal Palace skipper Mile Jedinak",
"Who does someone join? them",
"Where does someone join? on the sidelines",
"Who is expected to be something? James Milner",
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006bafe16458202fd775ead449eae2083841586f | President Barack Obama threw off the gloves and took a direct punch at one of his possible successors, likely Republican presidential candidate Scott Walker, in an interview airing this morning. Responding to Walker's claims that he'd 'absolutely' cancel or 'disown' a deal with Iran on 'day one' if elected to higher of... | The president took a jab at the Wisconsin governor during an interview with NPR Morning Edition host Steve Inskeep . Obama was responding to Walker's claims that he'd 'absolutely' cancel or 'disown' a deal with Iran on 'day one' if elected to higher office . Jab at Walker departed from the White House's general strateg... | [
"Who took something? The president",
"What did someone take? a jab",
"When did someone take something? during an interview",
"Who was responding to something? Obama",
"What was someone responding to? Walker 's claims that he 'd ' absolutely ' cancel or ' disown ' a deal with Iran on ' day one ' if elected t... | {
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006c9e9a7ab29b3107aea76f381905cac642ac0c | An upcoming documentary describes Yelp as the internet's equivalent to the mafia, and the publicly-traded company is doing everything in its power to discredit the film before it is released. Yelp, founded in 2004 by two former PayPal employees, is a website that lets users write their own reviews of businesses like re... | Billion Dollar Bully, an upcoming documentary, focuses on the review site's impact on small businesses . Filmmaker Kaylie Milliken spoke to several business owners who believe their Yelp ratings went down after they declined to advertise on the site . The company has denied the allegations, citing court rulings, an FTC... | [
"What focuses on something? Billion Dollar Bully",
"What does something focus on? the review site 's impact on small businesses",
"Who spoke to someone? Filmmaker Kaylie Milliken",
"Who did someone speak to? several business owners",
"What went somewhere? Yelp ratings",
"Where did something go? down",
"... | {
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End of preview. Expand in Data Studio
QAPyramid
This repo contains the data from our paper "QAPyramid: Fine-grained Evaluation of Content Selection for Text Summarization".
Please visit here for more details of this project.
QAPyramid is built on top of 500 examples from the test set of the CNNDM English news summarization dataset.
Humans (crowdsourced workers) decomposed each reference summary into QA pairs following the QA-SRL framework.
On a 50-example subset, we get model-generated summaries from 10 summarization systems. 5 of them are models finetuned on the CNNDM training set (BART, PEGASUS, BRIO, BRIO-EXT, MatchSum), and the other 5 models are 1-shot LLMs (Llama-3-8b-instruct, Llama-3-70b-instruct, Mixtral-8*7b-instruct, Mixtral-8*22b-instruct, GPT4).
Humans (crowdsourced workers) labeled whether each QA pair is present (1) or not present (0) in the system summary. present means the meaning of the QA pair is covered or can be inferred from the system summary.
System scores are the scores of each system summary for different metrics.
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