wanyu/IteraTeR_v2 huggingface dataset:
Original:  The BBCsay that the Republicans are aware of not being able to reach the country's non-white population, a job made harder by the Democrats having a very visible mixed-race leader in the White House.
Revised:  The BBCsay that the Republicans are aware of not being able to reach the country's non-white population, a job made tougher by the Democrats having a very visible mixed-race leader in the White House.
Edit intent: clarity
Original:  When running, unsuccessfully, for the United States Senate in 2006, Steele had been a vocal critic of then-President George W Bush.
Revised:  When campaigning for the United States Senate in 2006, Steele had been a vocal critic of then-President George W Bush.
Edit intent: clarity
Original:  He told reporters that standing as a Republican at that time was like being branded, saying "I've got an R here, a scarlet letter ".
Revised:  He told reporters that standing as a Republican at that time was like being branded, saying "I've got an R here, a scarlet letter ."
Edit intent: fluency
Original:  In addition to the election of Barack Obama of the opposing Democrats in the presidential election of 2008, the Democrats gained eights seats in the Senate and 21 seats in the House.
Revised:  In addition to the election of Barack Obama of the opposing Democrats in the presidential election of 2008, the Democrats gained eight seats in the Senate and 21 seats in the House.
Edit intent: fluency
Original: When campaigning for the United States Senate in 2006, Steele had been a vocal critic of then-President George W  Bush.
Revised: When campaigning for the United States Senate in 2006, Steele had been a vocal critic of then-President George W . Bush.
Edit intent: fluency
Original:  It recently published it's 50,000th article, and, to discuss what the site has achieved since it's creation, Wikinews interviewed the site's founder, Jack Herrick    [          
Revised:  It recently published it's 50,000th article, and, to discuss what the site has achieved since it's creation, Wikinews interviewed the site's founder, Jack Herrick . [ 
Edit intent: fluency
Original:  JH: On December 2008, wikiHow had over 14 million unique visitors according to Google Analytics (Full data: URL Quantcast ranks wikiHow as the 135th most popular site in the US.
Revised:  JH:' On December 2008, wikiHow had over 14 million unique visitors according to Google Analytics (Full data: URL Quantcast ranks wikiHow as the 135th most popular site in the US.
Edit intent: fluency
Original: JPG|Herrick at RecentChangesCamp 2008 ]]WikiHow is a wiki-based site , which , aims to "build the world's largest, highest quality how-to manual."
Revised: JPG|Herrick at RecentChangesCamp 2008 ]]WikiHow is a wiki-based site which aims to "build the world's largest, highest quality how-to manual."
Edit intent: fluency
Original:  It recently published it's 50,000th article, and , to discuss what the site has achieved since it's creation, Wikinews interviewed the site's founder, Jack Herrick.
Revised:  It recently published it's 50,000th article, and to discuss what the site has achieved since it's creation, Wikinews interviewed the site's founder, Jack Herrick.
Edit intent: fluency
Original:  Read below for more  the interview in full.
Revised:  Read below for more of the interview in full.
Edit intent: clarity
Original: JPG|Herrick at RecentChangesCamp 2008 ]] WikiHow is a wiki-based site which aims to "build the world's largest, highest quality how-to manual."
Revised: JPG|Herrick at RecentChangesCamp 2008 ]] wikiHow is a wiki-based site which aims to "build the world's largest, highest quality how-to manual."
Edit intent: fluency
Original:  In the interview, Herrick explains what WikiHow is, why he decided to create it, how he grew it in size, and why he chose to use a Creative Commons license for his site.
Revised:  In the interview, Herrick explains what wikiHow is, why he decided to create it, how he grew it in size, and why he chose to use a Creative Commons license for his site.
Edit intent: fluency
Original: The EU flag A commissioner in Brussels has suggested that Iceland could be fast tracked to join the European Union (EU) by 2011.
Revised:  A commissioner in Brussels has suggested that Iceland could be fast tracked to join the European Union (EU) by 2011.
Edit intent: coherence
Original: The EU flag The European Commissioner for enlargement, Olli Rehn, said that if the country, stricken by the world financial meltdown, applied for membership to the 52-year-old international economic and social organization this year, it would be welcomed with open arms.
Revised: The European Commissioner for enlargement, Olli Rehn, said that if the country, stricken by the world financial meltdown, applied for membership to the 52-year-old international economic and social organization this year, it would be welcomed with open arms.
Edit intent: coherence
Original:  It is a form of Alzheimer's disease, and the wider disease effects some 26.6 million people worldwide.
Revised:  It is a form of Alzheimer's disease, and the wider disease affects some 26.6 million people worldwide.
Edit intent: fluency
Original: Posterior cortical atrophy is also know as Benson's syndrome.
Revised: Posterior cortical atrophy is also known as Benson's syndrome.
Edit intent: fluency
Original:  One  cure involved firing infrared light at his brain via a helmet invented by a general practitioner doctor.
Revised:  One alleged cure involved firing infrared light at his brain via a helmet invented by a general practitioner doctor.
Edit intent: clarity
Original: Terry Pratchett in 2005 The Discworld author Sir Terry Pratchett is to appear in a BBC documentary covering a year of his struggle with the brain disorder Alzheimer's disease.
Revised: Terry Pratchett in 2005 Sir Terry Pratchett is to appear in a BBC documentary covering a year of his struggle with the brain disorder Alzheimer's disease.
Edit intent: clarity
Original:  The documentary - Terry Pratchett: Living with Alzheimer's - will air on BBC Two on February 4 at 21:00
Revised:  The documentary , Terry Pratchett: Living with Alzheimer's - will air on BBC Two on February 4 at 21:00
Edit intent: fluency
Original:  The documentary - Terry Pratchett: Living with Alzheimer's - will air on BBC Two on February 4 at 21:00
Revised:  The documentary - Terry Pratchett: Living with Alzheimer's , will air on BBC Two on February 4 at 21:00
Edit intent: fluency
Original:  Sony also stated that its revenue fell too by 25\% that’s from $31.64 billion to $23.78 billion.
Revised:  Sony also stated that its revenue fell too by 25\% , from $31.64 billion to $23.78 billion.
Edit intent: coherence
Original:  Sony’s most popular products like the TV, digital cameras, mobile phones, and computers were hit by the crisis with a loss of $175.9 million as sales drop.
Revised:  Sony’s most popular products : TV, digital cameras, mobile phones, and computers were hit by the crisis with a loss of $175.9 million as sales drop.
Edit intent: coherence
Original:  Analyst David Gibson stated that its TV’s  really dragged them down this quarter
Revised:  Analyst David Gibson stated that its TV’s sales really dragged them down this quarter
Edit intent: clarity
Original:  He criticizes her not for her sexual orientation, but her appointment because he believes she will not help the economic crisis, resulting in more government spending.
Revised:  He criticizes her appointment because he believes she will not help the economic crisis, resulting in more government spending.
Edit intent: clarity
Original:  __NoTOC__ Interview             
Revised:  __NoTOC__ Interview By moving the time of the clock against the natural occurring solar movement, Daylight Saving provides allowance for an hour less sunlight in the very early morning, when about 80\% of people are sleeping, and provide an hour more sunlight in the evening, which can the be utilised. Benefits that can be gained from the introduction of daylight saving into South East Queensland are: 
Edit intent: coherence
Original:  __NoTOC__ Interview             
Revised:  __NoTOC__ Interview The current stance taken by both major parties, in relation to Daylight Saving in Queensland, is outdated, out of touch and inflexible. South East Queenslanders are frustrated that neither major party is currently prepared to explore options on the issue of Daylight Saving. 
Edit intent: coherence
Original:  __NoTOC__ 1. Why have daylight saving in only part of the state instead of the whole state?
Revised:  __NoTOC__ Interview Why have daylight saving in only part of the state instead of the whole state?
Edit intent: clarity
Original:  2. What benefits would daylight saving have for Southe East Queensland?
Revised:  What benefits would daylight saving have for Southe East Queensland?
Edit intent: fluency
Original:  3. How soon would you like to see a referendum on the issue of dayligh saving?
Revised:  How soon would you like to see a referendum on the issue of dayligh saving?
Edit intent: fluency
Original:  4. What questions would you like see on the ballot paper for said referendum?
Revised:  What questions would you like see on the ballot paper for said referendum?
Edit intent: fluency
Original:  5. Will DS4SEQ keep campaigning for daylight saving in South Eas Queensland if you don't get any seats in parliament?
Revised:  Will DS4SEQ keep campaigning for daylight saving in South Eas Queensland if you don't get any seats in parliament?
Edit intent: fluency
Original:  Related news Interviews New
Revised:  Related news Interviews intervie
Edit intent: clarity
Original: What benefits would daylight saving have for Southe East Queensland?
Revised: What benefits would daylight saving have for South East Queensland?
Edit intent: fluency
Original:  How soon would you like to see a referendum on the issue of dayligh saving?
Revised:  How soon would you like to see a referendum on the issue of daylight saving?
Edit intent: fluency
Original:  Will DS4SEQ keep campaigning for daylight saving in South Eas Queensland if you don't get any seats in parliament?
Revised:  Will DS4SEQ keep campaigning for daylight saving in South East Queensland if you don't get any seats in parliament?
Edit intent: fluency
Original: My Winter Starm was Tarja's first album after she left the Finnish symphonic power metal band Nightwish, which she fronted  .
Revised: My Winter Storm was Tarja's first album after she left the Finnish symphonic power metal band Nightwish, which she fronted .
Edit intent: fluency
Original:  No hurry; no pressure.  
Revised:  No hurry; no pressure. " 
Edit intent: fluency
Original: Tarja in Argentina Finnish symphonic rocker Tarja Tuunen has revealed that the working title for her new album is What Lies Beneath.
Revised: Tarja in Argentina Finnish symphonic rocker Tarja Turunen has revealed that the working title for her new album is What Lies Beneath.
Edit intent: fluency
Original:  He described the walkouts as "unhelpful", but said he understood the anger over EU workers coming to the UK "on worse terms and conditions to actually get jobs in front of British workers on the basis of dumbing down the terms and conditions ".
Revised:  He described the walkouts as "unhelpful", but said he understood the anger over EU workers coming to the UK "on worse terms and conditions to actually get jobs in front of British workers on the basis of dumbing down the terms and conditions ."
Edit intent: fluency
Original: The former CEO of Tyco International, Dennis Kozlowski, and CFO Mark Swartz are convicted of taking more than $600 million from the company.
Revised: The former CEO of Tyco International, Dennis Kozlowski, as well aas CFO Mark Swartz are convicted of taking more than $600 million from the company.
Edit intent: fluency
Original: Kozlowski and Swartz directly stole approximately $150 million USD from Tyco , and acquired $430 million more by inflating the company's stock value and then secretly selling company shares.
Revised: Kozlowski and Swartz directly stole approximately $150 million USD from Tyco and acquired $430 million more by inflating the company's stock value and then secretly selling company shares.
Edit intent: fluency
Original: Most of the wounded were suffering from smoke inhalation, burns to their heads and limbs or both.
Revised: Most of the injured were suffering from smoke inhalation, burns to their heads and limbs or both.
Edit intent: fluency
Original: A firework set light to the cieling of the Latin-style bar at 11:55 pm.
Revised: A firework set light to the ceiling of the Latin-style bar at 11:55 pm.
Edit intent: fluency
Original:  Within minutes the 198-square metre structure was fully alight, with the fire brigade receiving a call shoartly after midnight on Sunday morning.
Revised:  Within minutes the 198-square meter structure was fully alight, with the fire brigade receiving a call shoartly after midnight on Sunday morning.
Edit intent: fluency
Original:  Within minutes the 198-square metre structure was fully alight, with the fire brigade receiving a call shoartly after midnight on Sunday morning.
Revised:  Within minutes the 198-square metre structure was fully alight, with the fire brigade receiving a call shortly after midnight on Sunday morning.
Edit intent: fluency
Original: Yahoo ! Briefcase is set to close stated by Yahoo as the 10 year old storage space service lets users store data up to  30mb or files up to 5mb .
Revised: Yahoo 's headquarters in Sunnyvale, California Yahoo's Briefcase service is to be closed after ten years. 30mb or files up to 5mb .
Edit intent: clarity
Original:  Any data that hasn’t been removed beyond that date will be automatically deletedand user accounts closed .
Revised:  Data not retrieved before then will be deleted .
Edit intent: clarity
Original:  Yahoo has stated the internet has moved on as for its other services Yahoo!
Revised:  Usage of the service has declined in recent years and has been superceded by other companies' offers. Google has plans for a GDrive service, whilst Microsoft's Live Mesh is now in beta. Yahoo!
Edit intent: clarity
Original:  Mail has free storageand so does the recently acquired photo service Flikr ] . Google is starting up its own storage space system called GDrive and as for Microsoft it launched its beta version of Live Mesh
Revised:  Mail has free storageand so does the recently acquired photo service Flikr d] . Google is starting up its own storage space system called GDrive and as for Microsoft it launched its beta version of Live Mesh
Edit intent: fluency
Original: Usage of the service has declined in recent years and has been superceded by other companies' offers.
Revised: Usage of the service has declined in recent years and has been superseded by other companies' offers.
Edit intent: fluency
Original: Usage of the service has declined in recent years and has been superseded by other companies' offers.
Revised: Usage of the service has declined in recent years and has been superceded by other companies' offers.
Edit intent: fluency
Original: Yahoo  's headquarters in Sunnyvale, California Yahoo  's Briefcase service is to be closed after ten years.
Revised: Yahoo ! 's headquarters in Sunnyvale, California Yahoo 's Briefcase service is to be closed after ten years.
Edit intent: fluency
Original: Yahoo  's headquarters in Sunnyvale, California Yahoo  's Briefcase service is to be closed after ten years.
Revised: Yahoo 's headquarters in Sunnyvale, California Yahoo ! 's Briefcase service is to be closed after ten years.
Edit intent: fluency
Original:  Yahoo! Mail now has unlimited storage, as do paid accounts with the Yahoo-owned photo- and video-sharing site Flickr.
Revised:  Yahoo! Mail now has unlimited storage, as do paid accounts with the Yahoo!-owned photo- and video-sharing site Flickr.
Edit intent: fluency
Original:  A spokesperson of Yahoo said that "[d]iscontinuing the service will allow us to focus our efforts on more broadly used products".
Revised:  A spokesperson for Yahoo! said that "[d]iscontinuing the service will allow us to focus our efforts on more broadly used products".
Edit intent: clarity
Original:  Yahoo  still dominates the market for display adverts but this market is shrinking against targeted search adverts, where Google dominates
Revised:  Yahoo ! still dominates the market for display adverts but this market is shrinking against targeted search adverts, where Google dominates
Edit intent: fluency
Original: The statement said "I'm 23 years old , and despite the successes I have had in the pool, I acted in a youthful and inappropriate way, not in a manner that people have come to expect from me.
Revised: The statement said "I'm 23 years old , and despite the successes I have had in the pool, I acted in a youthful and inappropriate way, not how that people want from me.
Edit intent: clarity
Original:  For this, I am sorry.
Revised:  I am sorry.
Edit intent: coherence
Original:  I promise my fans and the public - it will not happen again.  "
Revised:  I promise my fans and the public - it will not happen again. I totally have the munchies, are there any Doritos in the house? "
Edit intent: coherence
Original: The statement said "I'm 23 years old dudes, and like, the successes I have had in the pool, I acted in a bummer way, not how that people want from me.
Revised: The statement said "I'm 23 years old , and despite the successes I have had in the pool, I acted in a bummer way, not how that people want from me.
Edit intent: clarity
Original:   I am sorry.
Revised:  For this, I am sorry.
Edit intent: coherence
Original:  I totally have the munchies, are there any Doritos in the house? "
Revised:  "
Edit intent: coherence
Original: The heaviest snow to fall for 6 years has caused transport problems in some parts of the United Kingdom, especialy in London, where it was the heaviest snow for 18 years.
Revised: The heaviest snow to fall for 6 years has caused transport problems in some parts of the United Kingdom, especially in London, where it was the heaviest snow for 18 years.
Edit intent: fluency
Original:  It was caused by cold air traveling westwards towards the British Isles from Poland and Russia.
Revised:  It was caused by cold air travelling westwards towards the British Isles from Poland and Russia.
Edit intent: fluency
Original:  Almost a foot (30cm) of snow has fallen in the southeast of England, halting train and bus services and making driving treacherous.
Revised:  Almost a foot (30cm) of snow has fallen in the south-east of England, halting train and bus services and making driving treacherous.
Edit intent: clarity
Original:  Stretches of motorway and main road have been blocked by jack-knifed lorries or closed as a preemptive measure.
Revised:  Stretches of motorway and main road have been blocked by jack-knifed lorries or closed as a pre-emptive measure.
Edit intent: fluency
Original: CN began to buy the railway from w: U.S. Steel in September 2007.
Revised: CN began to buy the railway from U.S. Steel in September 2007.
Edit intent: fluency
Original:  "    We ended up with the smallest writing in history," said Hari C. Manoharan, Stanford assistant proffessor.
Revised:  " " We ended up with the smallest writing in history," said Hari C. Manoharan, Stanford assistant proffessor.
Edit intent: fluency
Original:  [[File:Stmsample.jpg|Scanning tunneling microscope sample under test at the w: University of St Andrews.
Revised:  [[File:Stmsample.jpg|Scanning tunneling microscope sample under test at the University of St Andrews.
Edit intent: fluency
Original:  Sample is MoS2 (Molybdenum Sulphide) being probed by a Platinum-Iridium tip.]] In writing the leters, the Stanford team utilized an electron's unique feature of "pinball table for electrons" — its ability to bounce between different w:Quantum statequantum states.
Revised:  Sample is MoS2 (Molybdenum Sulphide) being probed by a Platinum-Iridium tip.]] In writing the leters, the Stanford team utilized an electron's unique feature of "pinball table for electrons" — its ability to bounce between different quantum states.
Edit intent: clarity
Original:  In 1959,  physicist Richard Feynman  delivered his now-legendary lecture entitled "There's Plenty of Room at the Bottom . " He promised new opportunities for those who "thought small , " and offered a $1,000 prize to anyone who could reduce a page in text 25,000 times smaller than the ordinary.
Revised:  In 1959, physicist Richard Feynman , who delivered his now-legendary lecture entitled "There's Plenty of Room at the Bottom . " He promised new opportunities for those who "thought small , " and offered a $1,000 prize to anyone who could reduce a page in text 25,000 times smaller than the ordinary.
Edit intent: coherence
Original:  In 1959,  physicist Richard Feynman  delivered his now-legendary lecture entitled "There's Plenty of Room at the Bottom . " He promised new opportunities for those who "thought small , " and offered a $1,000 prize to anyone who could reduce a page in text 25,000 times smaller than the ordinary.
Revised:  In 1959, physicist Richard Feynman delivered his now-legendary lecture entitled "There's Plenty of Room at the Bottom , " He promised new opportunities for those who "thought small , " and offered a $1,000 prize to anyone who could reduce a page in text 25,000 times smaller than the ordinary.
Edit intent: fluency
Original:  In 1959,  physicist Richard Feynman  delivered his now-legendary lecture entitled "There's Plenty of Room at the Bottom . " He promised new opportunities for those who "thought small , " and offered a $1,000 prize to anyone who could reduce a page in text 25,000 times smaller than the ordinary.
Revised:  In 1959, physicist Richard Feynman delivered his now-legendary lecture entitled "There's Plenty of Room at the Bottom . " promised new opportunities for those who "thought small , " and offered a $1,000 prize to anyone who could reduce a page in text 25,000 times smaller than the ordinary.
Edit intent: coherence
Original:  In 1959,  physicist Richard Feynman  delivered his now-legendary lecture entitled "There's Plenty of Room at the Bottom . " He promised new opportunities for those who "thought small , " and offered a $1,000 prize to anyone who could reduce a page in text 25,000 times smaller than the ordinary.
Revised:  In 1959, physicist Richard Feynman delivered his now-legendary lecture entitled "There's Plenty of Room at the Bottom . " He promised new opportunities for those who "thought small . " and offered a $1,000 prize to anyone who could reduce a page in text 25,000 times smaller than the ordinary.
Edit intent: fluency
Original:  In 1959,  physicist Richard Feynman  delivered his now-legendary lecture entitled "There's Plenty of Room at the Bottom . " He promised new opportunities for those who "thought small , " and offered a $1,000 prize to anyone who could reduce a page in text 25,000 times smaller than the ordinary.
Revised:  In 1959, physicist Richard Feynman delivered his now-legendary lecture entitled "There's Plenty of Room at the Bottom . " He promised new opportunities for those who "thought small , " 
Edit intent: coherence
Original:  Feynman was an American physicist known for the path integral formulation of quantum mechanics, the theory of quantum electrodynamics and the physics of the superfluidity of supercooled : liquid helium, as well as work in particle physics (he proposed the parton model).
Revised:  Feynman was an American physicist known for the path integral formulation of quantum mechanics, the theory of quantum electrodynamics and the physics of the superfluidity of supercooled liquid helium, as well as work in particle physics (he proposed the parton model).
Edit intent: fluency
Original: ]] In 1985, Stanford student Tom Newman used electron beam lithography and grabbed the prize, when to engrave the opening page of Charles Dickens' " A Tale of Two Cities " in such small print that it could be read only with an electron microscope.
Revised: ]] In 1985, Stanford student Tom Newman used electron beam lithography and grabbed the prize, when to engrave the opening page of Charles Dickens' A Tale of Two Cities " in such small print that it could be read only with an electron microscope.
Edit intent: fluency