wanyu/IteraTeR_v2 huggingface dataset:
Original:  Nobody scored in both halves of the match. , , and of the English team were booked in the 77th, 82nd , and 90+2<sup>nd</sub> minutes respectively.
Revised:  Nobody scored in both halves of the match. , , and of the English team were booked in the 77th, 83rd , and 90+2<sup>nd</sub> minutes respectively.
Edit intent: fluency
Original:  Nobody scored in both halves of the match. , , and of the English team were booked in the 77th, 83rd, and 90+2<sup>nd</sub> minutes respectively.
Revised:  Nobody scored in either half of the match. , , and of the English team were booked in the 77th, 83rd, and 90+2<sup>nd</sub> minutes respectively.
Edit intent: fluency
Original:  The German team tried their level best even in the dying moments but English goalkeeper denied the Germans to claim the bronze medal.
Revised:  The German team tried even in the dying moments but English goalkeeper denied the Germans to claim the bronze medal.
Edit intent: clarity
Original:  Match for third plac  
Revised:  Match for third place 
Edit intent: fluency
Original:  It is reported that protesters co-operated with police after being arrested, though one man had to be violently subdued after he attempted to climb the fence seperating the protesters from the White House.
Revised:  It is reported that protesters co-operated with police after being arrested, though one man had to be violently subdued after he attempted to climb the fence separating the protesters from the White House.
Edit intent: fluency
Original: Several dozen protesters , including anti-war activist Cindy Sheehan were arrested Monday near the White House.
Revised: 384 protesters and anti-war activist Cindy Sheehan were arrested Monday near the White House.
Edit intent: style
Original:  Sheehan was fined $75 for " demonstrating without a permit ", and so far claims that she will refuse to pay it.
Revised:  Sheehan was fined $75 for demonstrating without a permit ", and so far claims that she will refuse to pay it.
Edit intent: fluency
Original:  Sheehan has attracted attention in the past for camping outside of President Bush's Texas Ranch and demanding to speak with the President regarding her son: an American soldier who died in Ira
Edit intent: coherence
Original:  Microsoft plans to eventually start selling ads on websites other then MSN  
Revised:  Microsoft plans to eventually start selling ads on websites other then MSN . 
Edit intent: fluency
Original:  Microsoft's chief executive vowed to "kill Google" in an expletive-laden tirade against the firm, according to US court documents filed by Google  
Revised:  Microsoft's chief executive vowed to "kill Google" in an expletive-laden tirade against the firm, according to US court documents filed by Google . 
Edit intent: fluency
Original: 300px Microsoft announced today the official launch of official launch of MSN adCenter in France and Singapore. adCenter allows advertisers to target towards specific demographics using information provided by  Hotmail and Microsoft Passport Network users.
Revised: 300px Microsoft announced today the official launch of MSN adCenter in France and Singapore. adCenter allows advertisers to target towards specific demographics using information provided by Hotmail and Microsoft Passport Network users.
Edit intent: fluency
Original: 300px Microsoft announced today the official launch of official launch of MSN adCenter in France and Singapore. adCenter allows advertisers to target towards specific demographics using information provided by  Hotmail and Microsoft Passport Network users.
Revised: 300px Microsoft announced today the official launch of official launch of MSN adCenter in France and Singapore. adCenter allows advertisers to target specific demographics using information provided by Hotmail and Microsoft Passport Network users.
Edit intent: fluency
Original: 300px Microsoft announced today the official launch of official launch of MSN adCenter in France and Singapore. adCenter allows advertisers to target towards specific demographics using information provided by  Hotmail and Microsoft Passport Network users.
Revised: 300px Microsoft announced today the official launch of official launch of MSN adCenter in France and Singapore. adCenter allows advertisers to target towards specific demographics using information provided by Microsoft's Hotmail and Microsoft Passport Network users.
Edit intent: clarity
Original:  MSN has not yet said what they plan to do with the Yahoo ads, but they are expected to slowly faze them out.
Revised:  MSN has not yet said what they plan to do with the Yahoo ads, but they are expected to slowly phase them out.
Edit intent: clarity
Original:  Additional features include cost estimator, and a site analyzer that will recommend keywords based on the content of the advertiser’s website.
Revised:  Additional features include a cost estimator and a site analyzer that will recommend keywords based on the content of the advertiser’s website.
Edit intent: fluency
Original:  Testing in the US will begin during October.
Revised:  Testing in the US will begin in October.
Edit intent: clarity
Original:  Microsoft plans to eventually start selling ads on websites other then MSN.
Revised:  Microsoft plans to eventually sell ads on websites other then MSN.
Edit intent: clarity
Original:  Microsoft plans to eventually start selling ads on websites other then MSN.
Revised:  Microsoft plans to eventually start selling ads on websites outside of MSN.
Edit intent: fluency
Original:  Google 's AdWords service, in operation for several years,  allows advertisers to bid on specific keywords and ensure ad placement on the company's search engine and other online properties.
Revised:  Google 's AdWords service, in operation for several years, which allows advertisers to bid on specific keywords and ensure ad placement on the company's search engine and other online properties.
Edit intent: coherence
Original: Warner Music agreed on Tuesday , to license its music videos to MTV for use on devices such as cell phones and other devices.
Revised: Warner Music agreed on Tuesday to license its music videos to MTV for use on devices such as cell phones and other devices.
Edit intent: fluency
Original: MTV plans to distribute these music videos as short segments , and in the future, offer full-length videos as part of a subscription.
Revised: MTV plans to distribute these music videos as short segments and, in the future, offer full-length videos as part of a subscription.
Edit intent: fluency
Original:  Warner Music agreed on Tuesday to license its music videos to MTV for use on devices such as cell phones and other devices.
Revised: Mtv Logo Warner Music agreed on Tuesday to license its music videos to MTV for use on devices such as cell phones and other devices.
Edit intent: clarity
Original:  Investigators are trying to determine the cause of the fire.
Revised:  Investigators are trying to determine what caused the fire.
Edit intent: fluency
Original:  Cartwright was unsure of the victims' ages or identities, but neighbors revealed that the occupants were an elderly husband and wife, their  three great-grandchildren and their granddaughter . A neighbor, Karen Lane, identified the couple as Richard and Eleanor Satterfield and the granddaughter as Tiara.
Revised:  Cartwright was unsure of the victims' ages or identities, but neighbors revealed that the occupants were an elderly husband and wife, their granddaughter and their three great-grandchildren and their granddaughter . A neighbor, Karen Lane, identified the couple as Richard and Eleanor Satterfield and the granddaughter as Tiara.
Edit intent: coherence
Original:  Cartwright was unsure of the victims' ages or identities, but neighbors revealed that the occupants were an elderly husband and wife, their  three great-grandchildren and their granddaughter . A neighbor, Karen Lane, identified the couple as Richard and Eleanor Satterfield and the granddaughter as Tiara.
Revised:  Cartwright was unsure of the victims' ages or identities, but neighbors revealed that the occupants were an elderly husband and wife, their three great-grandchildren . A neighbor, Karen Lane, identified the couple as Richard and Eleanor Satterfield and the granddaughter as Tiara.
Edit intent: coherence
Original:  The FBI arrested him after an informant alerted them about Younis' plans.
Revised:  The FBI arrested Younis after an informant alerted them about Younis' plans.
Edit intent: clarity
Original:  The FBI arrested him after an informant alerted them about Younis' plans.
Revised:  The FBI arrested him after an informant alerted them about his plans.
Edit intent: clarity
Original:  Federal authorities said that Younis told an FBIcomplainant on Facebook how to build a pipe bomb and how to make it as devastating as possible .
Revised:  Federal authorities said that Younis told an FBIcomplainant on Facebook how to construct a pipe bomb and how to make it as devastating as possible .
Edit intent: fluency
Original: Federal authorities said that Younis told the FBI's witness on Facebook how to construct a pipe bomb and "what type of shrapnel would cause the greatest amount of damage ".
Revised: Federal authorities said that Younis told the FBI's witness on Facebook how to construct a pipe bomb and "what type of shrapnel would cause the greatest amount of damage ."
Edit intent: fluency
Original:  However, spokesman for the U.S. Attorney's Office for the Eastern District of Virginia, Peter Carr, assured the public that there is no danger , "The public should be reassured that activities prior to his Younis' arrest were carefully monitored and that there is no threat against Metrorail or the general public in the Washington, D.C., area  "
Revised:  However, spokesman for the U.S. Attorney's Office for the Eastern District of Virginia, Peter Carr, assured the public that there is no danger : "The public should be reassured that activities prior to his Younis' arrest were carefully monitored and that there is no threat against Metrorail or the general public in the Washington, D.C., area "
Edit intent: fluency
Original:  However, spokesman for the U.S. Attorney's Office for the Eastern District of Virginia, Peter Carr, assured the public that there is no danger , "The public should be reassured that activities prior to his Younis' arrest were carefully monitored and that there is no threat against Metrorail or the general public in the Washington, D.C., area  "
Revised:  However, spokesman for the U.S. Attorney's Office for the Eastern District of Virginia, Peter Carr, assured the public that there is no danger , "The public should be reassured that activities prior to his (Younis') arrest were carefully monitored and that there is no threat against Metrorail or the general public in the Washington, D.C., area "
Edit intent: clarity
Original:  However, spokesman for the U.S. Attorney's Office for the Eastern District of Virginia, Peter Carr, assured the public that there is no danger , "The public should be reassured that activities prior to his Younis' arrest were carefully monitored and that there is no threat against Metrorail or the general public in the Washington, D.C., area  "
Revised:  However, spokesman for the U.S. Attorney's Office for the Eastern District of Virginia, Peter Carr, assured the public that there is no danger , "The public should be reassured that activities prior to his Younis' arrest were carefully monitored and that there is no threat against Metrorail or the general public in the Washington, D.C., area . "
Edit intent: fluency
Original: An official has confirmed that an armed gunman took hostages and fired shots at a school board meeting in Panama City, Florida .
Revised: An armed gunman took hostages and fired shots at a school board meeting in Panama City, Florida .
Edit intent: clarity
Original: An official has confirmed that an armed gunman took hostages and fired shots at a school board meeting in Panama City, Florida .
Revised: An official has confirmed that an armed gunman took hostages and fired shots during a school board meeting in Panama City, Florida .
Edit intent: clarity
Original:  There were reports that a SWAT team burst into the meeting room  , but it is unclear if they went in before or after the gunman was shot.
Revised:  A SWAT team burst into the meeting room , but it is unclear if they went in before or after the gunman was shot.
Edit intent: clarity
Original:  The gunman allegedly spray painted the letter 'V' on the meeting room wall , ushered the women and children out, then took the other members hostage.
Revised:  The gunman allegedly spray painted the letter 'V' on the meeting room wall 
Edit intent: coherence
Original:  Further details are not available
Revised:  . The 'V' is the same symbol used in the movie V for Vendett
Edit intent: coherence
Original:  The 'V' is the same symbol used in the movie V for Vendett
Revised:  The 'V' is the same symbol used in the movie V for Vendetta
Edit intent: fluency
Original:  She said that he  "directly at my [Littleton's] brain", but he did not fire at her and she eventually escaped the room unharmed.
Revised:  She said that he aimed "directly at my [Littleton's] brain", but he did not fire at her and she eventually escaped the room unharmed.
Edit intent: clarity
Original:  After being shot by Jones  Duke proceeded to place the gun to his head and shoot himself.
Revised:  After being shot by Jones , Duke proceeded to place the gun to his head and shoot himself.
Edit intent: fluency
Original:  After being shot by Jones  Duke proceeded to place the gun to his head and shoot himself.
Revised:  After being shot by Jones Duke proceeded to place the gun to his head and shot himself.
Edit intent: fluency
Original: A SWAT team burst into the meeting room and were initially though to have shot Duke, but it was later determined that Duke had shot himself, according to police.
Revised: A SWAT team burst into the meeting room and were initially thought to have shot Duke, but it was later determined that Duke had shot himself, according to police.
Edit intent: fluency
Original:  "%DIFDELCMD < %DIFDELCMD < %%% FBI director Robert S. Muelle announced Monday that he had ordered an investigation of the incident.
Revised:  "%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  External Weblinks Photographs from memorial service, protest rally (Spanish language site
Revised:  More on this news as it developes
Edit intent: coherence
Original: Inse<math>Insert formula here</math> Media:Example.ogg%DIFDELCMD < ]]%%% rt non-formatted text hereInsert non-formatted text hereInsert non-formatted text hereLink titleLink title At 5:30AM ET a star cruiser flying the 4:30-6:00AM flight from Naboo to the deathstar took an unexpected turn at the jedi council building and made a huge hole in the roof.
Revised:  Media:Example.ogg%DIFDELCMD < ]]%%% rt non-formatted text hereInsert non-formatted text hereInsert non-formatted text hereLink titleLink title At 5:30AM ET a star cruiser flying the 4:30-6:00AM flight from Naboo to the deathstar took an unexpected turn at the jedi council building and made a huge hole in the roof.
Edit intent: clarity
Original: Inse<math>Insert formula here</math> Media:Example.ogg%DIFDELCMD < ]]%%% rt non-formatted text hereInsert non-formatted text hereInsert non-formatted text hereLink titleLink title At 5:30AM ET a star cruiser flying the 4:30-6:00AM flight from Naboo to the deathstar took an unexpected turn at the jedi council building and made a huge hole in the roof.
Revised: Inse<math>Insert formula here</math> %DIFDELCMD < ]]%%% rt non-formatted text hereInsert non-formatted text hereInsert non-formatted text hereLink titleLink title At 5:30AM ET a star cruiser flying the 4:30-6:00AM flight from Naboo to the deathstar took an unexpected turn at the jedi council building and made a huge hole in the roof.
Edit intent: coherence
Original:  Among those in attendance were Fatima Bhutto, Bianca Jagger, Pakistani President, Asif Ali Zardari and w:John Pilger .
Revised:  Among those in attendance were Fatima Bhutto, Bianca Jagger, Pakistani President, Asif Ali Zardari and John Pilinger .
Edit intent: fluency
Original:  After the magistrate outlined the conditions Assange emotionless said, "I understand".
Revised:  After the magistrate outlined the conditions Assange emotionlessly said, "I understand".
Edit intent: fluency
Original:  Defense attorney Geoffrey Robertson said that Smith would keep Assange "if not under house arrest, at least under mansion arrest".
Revised:  Defense barrister Geoffrey Robertson said that Smith would keep Assange "if not under house arrest, at least under mansion arrest".
Edit intent: clarity
Original:  Assange's attorneys argued that Assange is only wanted for questioning, and has not been formally charged.
Revised:  Assange's lawyers argued that Assange is only wanted for questioning, and has not been formally charged.
Edit intent: fluency
Original:  However the attorneys representing Sweden countered by saying "The court has already found that Mr. Assange is a flight risk.
Revised:  However the lawyers representing Sweden countered by saying "The court has already found that Mr. Assange is a flight risk.
Edit intent: fluency
Original:  Celebrity's were also present in the courtroom to show their support for Assange.
Revised:  Celebrities were also present in the courtroom to show their support for Assange.
Edit intent: fluency
Original:  Assange was accused sexual assault which allegedly took place in Stockholm, Sweden.
Revised:  Assange has been accused of sexual assault which allegedly took place in Stockholm, Sweden.
Edit intent: clarity
Original:  Assange's lawyers argued that Assange is only wanted for questioning, and has not been formally charged .
Revised:  Assange's lawyers say that Assange is only wanted for questioning, and has not been formally charged .
Edit intent: clarity
Original:  Assange's lawyers argued that Assange is only wanted for questioning, and has not been formally charged .
Revised:  Assange's lawyers argued that Assange is only wanted for questioning, and has not been charged with any crimes .
Edit intent: clarity
Original:  Reports from Government sources indicate that 41  the 75 asylum seekers were rescued.
Revised:  Reports from Government sources indicate that 41 of the 75 asylum seekers were rescued.
Edit intent: style
Original:  Rough seas are hampering any rescue attemptswith high seas making it nearly impossible to complete the rescue .
Revised:  Rough seas hampered rescue attempts .
Edit intent: clarity
Original:  So far only 27 bodies have been recovered from the water, but authorities believe the death toll could rose to 50.
Revised:  So far only 27 bodies have been recovered from the water, but authorities believe the death toll could rise to 50.
Edit intent: fluency
Original:  The UNHCR  the United Nations High Commissioner for Refugees  expressed concern and sadness over the incident.
Revised:  The UNHCR ( the United Nations High Commissioner for Refugees expressed concern and sadness over the incident.
Edit intent: fluency
Original:  The UNHCR  the United Nations High Commissioner for Refugees  expressed concern and sadness over the incident.
Revised:  The UNHCR the United Nations High Commissioner for Refugees ) expressed concern and sadness over the incident.
Edit intent: fluency
Original:  We have also learned that at least four suspects are in custody and one is being sought .
Revised:  We have also learned that at least four suspects are in custody and one suspect still at large .
Edit intent: clarity
Original:  The agent was killed at around 11 pm local time last night, near Rio Rico.
Revised:  The agent was killed at around 11 :00 p.m. local time (PST) last night, near Rio Rico.
Edit intent: style
Original:  There are reports that officials with K9 units were scouring the area for additional suspects.
Revised:  There were reports that officials with K9 units were scouring the area for additional suspects.
Edit intent: clarity
Original:  Border Patrol spokesman Eric Cantu told the Associated Press that the FBI is probing the agent's death and he has very few details at this time.
Revised:  Border Patrol spokesman Eric Cantu told the Associated Press that the FBI is probing the agent's death and had few details at this time.
Edit intent: clarity
Original:  Border Patrol spokesman Eric Cantu told the Associated Press that the FBI is probing the agent's death and he has very few details at this time.
Revised:  Border Patrol spokesman Eric Cantu told the Associated Press that the FBI is probing the agent's death and he has very few details at the time.
Edit intent: fluency
Original:  Commissioner of US Customs and Protection also released a statement saying, "Our thoughts and prayers are with the Terry family for their tragic loss.
Revised:  Commissioner of U.S. Customs and Protection also released a statement saying, "Our thoughts and prayers are with the Terry family for their tragic loss.
Edit intent: fluency
Original:  The agent was killed at around 11:00 p.m. local time (PST) Tuesday night near Rio Rico .
Revised:  Terry was killed at around 11:00 p.m. local time (PST) Tuesday night near Rio Rico .
Edit intent: style
Original: File:Seminole County Florida.png|Map of Florida highlighting Seminole County {{image|The General Libraries (modified by Wapcaplet or Jdforrester|140px]] A mobile home in Seminole County, Orlando burned down last night, leaving a man and his dog homeless.
Revised: File:Seminole County Florida.png|Map of Florida highlighting Seminole County {{image|The General Libraries (modified by Wapcaplet or Jdforrester|140px]] A mobile home in Seminole County, Florida burned down last night, leaving a man and his dog homeless.
Edit intent: clarity
Original: The Metropolitan Police Service has confirmed that one police officer and one police community support officer have both been stabbed in the west of London in England, United Kingdom .
Revised: The Metropolitan Police Service has confirmed that a police officer and one police community support officer have both been stabbed in the west of London in England, United Kingdom .
Edit intent: fluency
Original: The Metropolitan Police Service has confirmed that one police officer and one police community support officer have both been stabbed in the west of London in England, United Kingdom .
Revised: The Metropolitan Police Service has confirmed that one police officer and a police community support officer have both been stabbed in the west of London in England, United Kingdom .
Edit intent: fluency
Original: The Metropolitan Police Service has confirmed that one police officer and one police community support officer have both been stabbed in the west of London in England, United Kingdom .
Revised: The Metropolitan Police Service has confirmed that one police officer and one police community support officer were stabbed in the west of London in England, United Kingdom .
Edit intent: clarity
Original: The Metropolitan Police Service has confirmed that one police officer and one police community support officer have both been stabbed in the west of London in England, United Kingdom .
Revised: The Metropolitan Police Service has confirmed that one police officer and one police community support officer have both been stabbed in the west of London , England .
Edit intent: clarity
Original:   Boris Johnson, Mayor of London, has uploaded a message to the social networking website Twitter regarding this incident.
Revised:  Another male witness described the events. "I could see two policemen sprinting to the back of a police car to retrieve a green first aid kit," he said. "They rushed back to assist a policeman who had blood on him. I then noticed another policeman who was walking slowly and then collapsed on the pavement. His arm fell to his side. As I drove away I also noticed a number of policemen pinning a man to the ground. He was shouting. What disturbed me most of all was the amount of blood on the pavement, it was clear that someone was very seriously injured." Boris Johnson, Mayor of London, has uploaded a message to the social networking website Twitter regarding this incident.
Edit intent: coherence