wanyu/IteraTeR_v2 huggingface dataset:
Original:  A photo from showed flooding at shopping mall in Houston, prohibiting employees from leaving.
Revised:  A photo from showed flooding at shopping mall in Houston, preventing employees from leaving.
Edit intent: fluency
Original:  Records for single-day rainfall have been broken all over the state in recent days.
Revised:  Various rainfall records have been broken all over the state in recent days.
Edit intent: clarity
Original:  ]]  Ms Vimalarajah started a earlier this month, asking Joe Hockey to remove the "unfair" tax, stating, "Since 2000, the has taxed every menstruating Australian 10\% every time we get our period.
Revised: However, ]] Ms Vimalarajah started a earlier this month, asking Joe Hockey to remove the "unfair" tax, stating, "Since 2000, the has taxed every menstruating Australian 10\% every time we get our period.
Edit intent: coherence
Original:  It is estimated that our periods earn the government a whopping $25 million each year!
Revised:  It is estimated that our periods earn the government a whopping 
Edit intent: clarity
Original:  However, W|Tony Abbott|Tony Abbott released a statement contradicting his Treasurer's remarks.
Revised:  However, released a statement contradicting his Treasurer's remarks.
Edit intent: fluency
Original: has agreed to reconsider the (GST) on tampons and other hygiene products after being confronted about the issue on last night.
Revised: has agreed to reconsider the (GST) on tampons and other hygiene products after being confronted about the issue on 
Edit intent: clarity
Original:   The treasurer answered Ms Vimalarajah: "Do I think sanitary products are essential?
Revised:  he asked The treasurer answered Ms Vimalarajah: "Do I think sanitary products are essential?
Edit intent: clarity
Original:   The treasurer answered Ms Vimalarajah: "Do I think sanitary products are essential?
Revised:  "Do I think sanitary products are essential?
Edit intent: coherence
Original:  Mr Hockey, do you think that sanitary products are an essential health good for half the population?” she asked  However, released a statement contradicting his Treasurer's remarks.
Revised:  Mr Hockey, do you think that sanitary products are an essential health good for half the population?” she asked . However, released a statement contradicting his Treasurer's remarks.
Edit intent: fluency
Original:  Mr Hockey, do you think that sanitary products are an essential health good for half the population?” she asked  However, released a statement contradicting his Treasurer's remarks.
Revised:  Mr Hockey, do you think that sanitary products are an essential health good for half the population?” she asked 
Edit intent: coherence
Original:  "I understand there's long been a push to take the GST off goods, which are one way or another regarded as health products," he said.
Revised:  "I understand there's long been a push to take the GST off goods, which are one way or another regarded as health products," Prime Minister Tony Abbott said.
Edit intent: clarity
Original:  Ms Vimalarajah started a earlier this month, asking Joe Hockey to remove the "unfair" tax , stating, "Since 2000, the has taxed every menstruating Australian 10\% every time we get our period.
Revised:  Ms Vimalarajah started the earlier this month, asking Joe Hockey to remove the "unfair" tax , stating, "Since 2000, the has taxed every menstruating Australian 10\% every time we get our period.
Edit intent: fluency
Original:  Ms Vimalarajah started a earlier this month, asking Joe Hockey to remove the "unfair" tax , stating, "Since 2000, the has taxed every menstruating Australian 10\% every time we get our period.
Revised:  Ms Vimalarajah started a earlier this month, asking Joe Hockey to remove the "unfair" tax telling "Since 2000, the has taxed every menstruating Australian 10\% every time we get our period.
Edit intent: clarity
Original:  Under article 301 of the Turkish penal code, public denigration of Turkishness, the Republic of Turkey, Atatürk, and other national symbols, is punishable by imprisonment .
Revised:  Under article 301 of the Turkish penal code, public denigration of Turkishness, the Republic of Turkey, Atatürk, and other national symbols, is a crime in Turkey .
Edit intent: clarity
Original:  The Las Vegas Police department said that a potential homicide investigation into the death of the blues legend will depend on autopsy findings . King died at the age of 89 on May 14 in Las Vegas
Revised:  The Las Vegas Police department said that a potential homicide investigation into the death of the blues legend will depend on autopsy findings King died at the age of 89 on May 14 in Las Vegas
Edit intent: fluency
Original:  The Las Vegas Police department said that a potential homicide investigation into the death of the blues legend will depend on autopsy findings . King died at the age of 89 on May 14 in Las Vegas
Revised:  The Las Vegas Police department said that a potential homicide investigation into the death of the blues legend will depend on autopsy findings . 
Edit intent: coherence
Original: Bryson said that King was appropriately cared for by medical professionals up until his death on May 14 in Las Vegas .
Revised: Bryson says that King was appropriately cared for by medical professionals up until his death on May 14 in Las Vegas .
Edit intent: fluency
Original: Bryson said that King was appropriately cared for by medical professionals up until his death on May 14 in Las Vegas .
Revised: Bryson said that King was appropriately cared for by medical professionals up until his death on May 14 in Las Vegas 
Edit intent: fluency
Original:  Three doctors determined that King was appropriately cared for in his final days and received 24-hour care and monitoring by medical professionals “up until the time that he peacefully passed away in his sleep”, attorney Brent Bryson said on Monday .
Revised:  .
Edit intent: coherence
Original: File:B. B. King.jpg| B.B. King in 2006.
Revised:  B.B. King in 2006.
Edit intent: coherence
Original: “ I believe my father was poisoned and that he was administered foreign substances, ” Williams and King said in identically worded sections of the affidavits.
Revised: " I believe my father was poisoned and that he was administered foreign substances, ” Williams and King said in identically worded sections of the affidavits.
Edit intent: fluency
Original: “ I believe my father was poisoned and that he was administered foreign substances, ” Williams and King said in identically worded sections of the affidavits.
Revised: “ I believe my father was poisoned and that he was administered foreign substances, " Williams and King said in identically worded sections of the affidavits.
Edit intent: fluency
Original:  “ I believe my father was murdered.
Revised:  " I believe my father was murdered.
Edit intent: fluency
Original:  ” “ I hope they have a factual basis that they can demonstrate for their defamatory and libelous allegations, ” lawyer Brent Bryson said in a statement to the Associated Press.
Revised:  " “ I hope they have a factual basis that they can demonstrate for their defamatory and libelous allegations, ” lawyer Brent Bryson said in a statement to the Associated Press.
Edit intent: fluency
Original:  ” “ I hope they have a factual basis that they can demonstrate for their defamatory and libelous allegations, ” lawyer Brent Bryson said in a statement to the Associated Press.
Revised:  ” " I hope they have a factual basis that they can demonstrate for their defamatory and libelous allegations, ” lawyer Brent Bryson said in a statement to the Associated Press.
Edit intent: fluency
Original:  ” “ I hope they have a factual basis that they can demonstrate for their defamatory and libelous allegations, ” lawyer Brent Bryson said in a statement to the Associated Press.
Revised:  ” “ I hope they have a factual basis that they can demonstrate for their defamatory and libelous allegations, " lawyer Brent Bryson said in a statement to the Associated Press.
Edit intent: fluency
Original:  Early in the day, Australia looked to be in with a chance of winning the match, with early wickets leaving England at 67 for 3. Giles and Peterson's century partnership, though, left Australia with no hope of catching England in the remains of the day  
Revised:  Early in the day, Australia looked to be in with a chance of winning the match, with early wickets leaving England at 67 for 3. Giles and Peterson's century partnership, though, left Australia with no hope of catching England in the remains of the day . 
Edit intent: fluency
Original:  England's cricket team  won The Ashes with a draw in the final test.
Revised:  England's cricket team have won The Ashes with a draw in the final test.
Edit intent: fluency
Original: Kevin Pieterson and Ashley Giles hit personal bests of 158 and 59 respectively, to bat out the best part of the last day.
Revised: Kevin Pietersen and Ashley Giles hit personal bests of 158 and 59 respectively, to bat out the best part of the last day.
Edit intent: fluency
Original:  Never in the field of sporting conflict, have so many wished so much for rain  
Revised:  Never in the field of sporting conflict, have so many wished so much for rain ! 
Edit intent: fluency
Original:  Early in the day, Australia looked to be in with a chance of winning the match, with early wickets leaving England at 67 for 3. Giles and Pietersen's century partnership, though, left Australia with no hope of catching England in the remains of the day . Englandlast won the Ashes in 1987, and went into the final test requiring a draw.
Revised:  Early in the day, Australia looked to be in with a chance of winning the match, with early wickets leaving England at 67 for 3. Giles and Pietersen's century partnership, though, left Australia with no hope of catching England in the remains of the day Englandlast won the Ashes in 1987, and went into the final test requiring a draw.
Edit intent: fluency
Original: The Federal Emergency Management Agency (FEMA) is being criticized for misallocation of personnel in the wake of Hurricane Katrin . FEMA requested volunteers from fire departments around the U.S., to handle its community relations campaign.
Revised: The Federal Emergency Management Agency (FEMA) is being criticized for misallocation of personnel in the wake of Hurricane Katrina . FEMA requested volunteers from fire departments around the U.S., to handle its community relations campaign.
Edit intent: fluency
Original: The firefighter's objections are particularly poignant as one of FEMA public relations training seminars coincided with New Orleans Mayor Ray Nagin plea for firefighters on national television, to relieve his own excused crews.
Revised: The firefighter's objections are particularly poignant as one of FEMA public relations training seminars coincided with New Orleans Mayor Ray Nagin plea for firefighters on national television, to relieve his own exhausted crews.
Edit intent: clarity
Original:  Some firefighters have objected to their use as FEMA public relations officers because their municipalities must bear the cost of their salaries, as well as endure reduced firefighting capasity . FEMA has stated that it sought to use firefighters to avoid background checks required of federal employees.
Revised:  Some firefighters have objected to their use as FEMA public relations officers because their municipalities must bear the cost of their salaries, as well as endure reduced firefighting capacity . FEMA has stated that it sought to use firefighters to avoid background checks required of federal employees.
Edit intent: fluency
Original: The United Kingdom Chancellor Gordon Brown blamed oil produces from OPEC for oil prices surge in the BBC's Sunday AM programme.
Revised: The United Kingdom Chancellor Gordon Brown blamed oil producers from OPEC for oil prices surge in the BBC's Sunday AM programme.
Edit intent: fluency
Original: Japanese Prime Minister Junichiro Koizumi is set to win the election that has resulted from the previous dissolution of parliament over privatization and reform of the Japanese postal system.
Revised: Japanese Prime Minister Junichiro Koizumi is set to win the election that has resulted from the previous dissolution of half the legislature over privatization and reform of the Japanese postal system.
Edit intent: clarity
Original:  The Japanese postal system deals with more than just post but banking and life insurance services as well, and Koizumi earlier proposed legislature to divide the postal system and to privatize it, which failed, with even Government Liberal Democrat members crossing the floor on the issue.
Revised:  The Japanese postal system deals with post and banking and life insurance services as well, and Koizumi earlier proposed legislature to divide the postal system and to privatize it, which failed, with even Government Liberal Democrat members crossing the floor on the issue.
Edit intent: clarity
Original:  The Japanese postal system deals with more than just post but banking and life insurance services as well, and Koizumi earlier proposed legislature to divide the postal system and to privatize it, which failed, with even Government Liberal Democrat members crossing the floor on the issue.
Revised:  The Japanese postal system deals with more than just post but banking and life insurance services as well, and Koizumi earlier proposed legislation to divide the postal system and to privatize it, which failed, with even Government Liberal Democrat members crossing the floor on the issue.
Edit intent: fluency
Original:  The Japanese postal system deals with more than just post but banking and life insurance services as well, and Koizumi earlier proposed legislature to divide the postal system and to privatize it, which failed, with even Government Liberal Democrat members crossing the floor on the issue.
Revised:  The Japanese postal system deals with more than just post but banking and life insurance services as well, and Koizumi earlier proposed legislature to divide the postal system and to privatize it, which failed, with governing Liberal Democrat members crossing the floor on the issue.
Edit intent: clarity
Original:  It is estimated at 897,605 barrels of oil production has been curtailed, an amount which accounts for nearly 59.8\% percent of the Gulf of Mexico's total daily output.
Revised:  It is estimated that 897,605 barrels of oil production has been curtailed, an amount which accounts for nearly 59.8\% percent of the Gulf of Mexico's total daily output.
Edit intent: fluency
Original:  Since Katrina, 17.1 million barrels have not been produced from 122 oil platforms , from out of 819 which are shut down in the Gulf.
Revised:  Since Katrina, 17.1 million barrels have not been produced . There were 122 oil platforms , from out of 819 which are shut down in the Gulf.
Edit intent: coherence
Original:  Since Katrina, 17.1 million barrels have not been produced from 122 oil platforms , from out of 819 which are shut down in the Gulf.
Revised:  Since Katrina, 17.1 million barrels have not been produced from 122 oil platforms shut down, out of 819 which are shut down in the Gulf.
Edit intent: fluency
Original:  Since Katrina, 17.1 million barrels have not been produced from 122 oil platforms , from out of 819 which are shut down in the Gulf.
Revised:  Since Katrina, 17.1 million barrels have not been produced from 122 oil platforms , from out of 819 platforms in the Gulf.
Edit intent: clarity
Original:  The losses from the deadly hurricane include the destrusction of oil refineries all around the Mexican Gulf area, and resulted in a cut nearly 11 percent of U.S. refining capacity.
Revised:  The losses from the deadly hurricane include the destruction of oil refineries all around the Mexican Gulf area, and resulted in a cut nearly 11 percent of U.S. refining capacity.
Edit intent: fluency
Original:  Compared with the national average of $ 3.03  in March of 1981 (adjusted for inflation), the price is nearly the same.
Revised:  Compared with the national average of $ 3.03 , set in March of 1981 (adjusted for inflation), the price is nearly the same.
Edit intent: clarity
Original:  Compared with the national average of $ 3.03  in March of 1981 (adjusted for inflation), the price is nearly the same.
Revised:  Compared with the national average of $ 3.03 in March of 1981.
Edit intent: clarity
Original:  This is why the service is seen as a niche for succesful advertising, and is favored by advertisement providers along with the webmasters.
Revised:  The service is seen as a niche for succesful advertising, and is favored by advertisement providers along with the webmasters.
Edit intent: coherence
Original:  With a random video background and big-sized moving text, the blurred text is easier to recognise by  brain.
Revised:  With a random video background and big-sized moving text, the blurred text is easier to recognise by the brain.
Edit intent: fluency
Original:  With a random video background and big-sized moving text, the blurred text is easier to recognise by the brain.
Revised:  With a random video background and big-sized moving text, the blurred text is easier to be recognized by the brain.
Edit intent: fluency
Original:  It is easier to recognise for humans and more difficult to decipher.
Revised:  As the company says, it is easier to recognise for humans and more difficult to decipher.
Edit intent: clarity
Original:  With a random video background and big-sized moving text, the blurred text is easier to be recognized by the brain.
Revised:  With a random video background and big-sized moving text, the blurred text turned out to be easier to be recognized by the brain.
Edit intent: clarity
Original:  Same text isn't that easily recongised when it's static.
Revised:  The researchers say same text isn't that easily recongised when it's static.
Edit intent: clarity
Original:  Users are also unable to utilise current anti-advertising tools like NoScript to force the advertisements to disappear .
Revised:  Users are also unable to utilise current anti-advertising tools like NoScript .
Edit intent: clarity
Original: MAYOR NAGINof New Orleans: My biggest mistake is having a fundamental assumption that in the state of Louisiana, with an $18 billion budget, in the country of the United States that can move whole fleets of aircraft carriers across the globe in 24 hours, that my fundamental assumption was get as many people to safety as possible, and that the cavalry would be coming within two to three days, and they didn't come.
Revised: MAYOR NAGIN of New Orleans: My biggest mistake is having a fundamental assumption that in the state of Louisiana, with an $18 billion budget, in the country of the United States that can move whole fleets of aircraft carriers across the globe in 24 hours, that my fundamental assumption was get as many people to safety as possible, and that the cavalry would be coming within two to three days, and they didn't come.
Edit intent: fluency
Original:  An overwhelming 66\% are not satisfied with the current direction of the country.
Edit intent: coherence
Original:  The drop comes largely in response to the Bush Administration's -- and in particular -- FEMA's, ability to handle the recent rescue and recovery efforts after Hurricane Katrina hit New Orleans, Louisiana.
Revised:  The drop comes largely in response to the Bush Administration's -- and in particular -- FEMA's, inability to handle the recent rescue and recovery efforts after Hurricane Katrina hit New Orleans, Louisiana.
Edit intent: clarity
Original: While the combination of the above issues are likely contributing to President Bush's declining approval rating , strong and vocal criticism from Mayor Ray Nagin of New Orleans may be one of the biggest contributors in the near-term decline.
Revised: The combination of the above issues are likely contributing to President Bush's declining approval rating , strong and vocal criticism from Mayor Ray Nagin of New Orleans may be one of the biggest contributors in the near-term decline.
Edit intent: coherence
Original: While the combination of the above issues are likely contributing to President Bush's declining approval rating , strong and vocal criticism from Mayor Ray Nagin of New Orleans may be one of the biggest contributors in the near-term decline.
Revised: While the combination of the above issues are likely contributing to President Bush's declining approval rating . The strong and vocal criticism from Mayor Ray Nagin of New Orleans may be one of the biggest contributors in the near-term decline.
Edit intent: coherence
Original: While the combination of the above issues are likely contributing to President Bush's declining approval rating , strong and vocal criticism from Mayor Ray Nagin of New Orleans may be one of the biggest contributors in the near-term decline.
Revised: While the combination of the above issues are likely contributing to President Bush's declining approval rating , strong and vocal criticism from Mayor Ray Nagin of New Orleans may be one factor in the near-term decline.
Edit intent: clarity
Original:  Mr. Nagin has been very vocal since he formed the opinion that the federal government was failing in its response to Hurricane Katrina.
Edit intent: coherence
Original:  Mayor Nagin has given a number of informal interviews during the recovery crisis, and the following is from the Sunday, September 11 broadcast of MSNBC Meet The Press:
Revised:  Nagin has given a number of informal interviews during the recovery crisis, and the following is from the Sunday, September 11 broadcast of MSNBC Meet The Press:
Edit intent: style
Original:  Mayor Nagin has given a number of informal interviews during the recovery crisis, and the following is from the Sunday, September 11 broadcast of MSNBC Meet The Press:
Revised:  Mayor Nagin has given a number publicized interviews during the recovery crisis, and the following is from the Sunday, September 11 broadcast of MSNBC Meet The Press:
Edit intent: clarity
Original:  MAYOR NAGIN of New Orleans : My biggest mistake is having a fundamental assumption that in the state of Louisiana, with an $18 billion budget, in the country of the United States that can move whole fleets of aircraft carriers across the globe in 24 hours, that my fundamental assumption was get as many people to safety as possible, and that the cavalry would be coming within two to three days, and they didn't come.
Revised:  MAYOR NAGIN : My biggest mistake is having a fundamental assumption that in the state of Louisiana, with an $18 billion budget, in the country of the United States that can move whole fleets of aircraft carriers across the globe in 24 hours, that my fundamental assumption was get as many people to safety as possible, and that the cavalry would be coming within two to three days, and they didn't come.
Edit intent: clarity
Original:  The drop comes largely in response to the Bush Administration's -- and in particular -- FEMA's , inability to handle the recent rescue and recovery efforts after Hurricane Katrina hit New Orleans, Louisiana.
Revised:  The drop comes largely in response to the Bush Administration's -- and in particular FEMA's , inability to handle the recent rescue and recovery efforts after Hurricane Katrina hit New Orleans, Louisiana.
Edit intent: fluency
Original:  The drop comes largely in response to the Bush Administration's -- and in particular -- FEMA's , inability to handle the recent rescue and recovery efforts after Hurricane Katrina hit New Orleans, Louisiana.
Revised:  The drop comes largely in response to the Bush Administration's -- and in particular -- FEMA's -- inability to handle the recent rescue and recovery efforts after Hurricane Katrina hit New Orleans, Louisiana.
Edit intent: fluency
Original:   The U.S. Congress , at the prompting of President Bush himself, is expected to investigate the disaster response on the local, state, and federal level as soon as is practical
Revised:  The U.S. Congress is expected to investigate the disaster response on the local, state, and federal level as soon as is practical
Edit intent: clarity