wanyu/IteraTeR_v2 huggingface dataset:
Original:  Before then, the company already had a drop of 62\% of net income within the four-quarter causing a restructuring plans and closing of 10\% of stores  
Revised:  Before then, the company already had a drop of 62\% of net income within the four-quarter causing a restructuring plans and a closing of up to 10\% of stores 
Edit intent: clarity
Original:  Before then, the company already had a drop of 62\% of net income within the four-quarter causing a restructuring plans and closing of 10\% of stores  
Revised:  Before then, the company already had a drop of 62\% of net income within the four-quarter causing a restructuring plans and closing of 10\% of stores . 
Edit intent: fluency
Original: David Edmondson CEO of RadioShack Inc., David Edmondson resigned after admitting to lying about his resume.
Revised: David Edmondson CEO of RadioShack Inc., David Edmondson resigned after admitting to lying in the contents of his resume.
Edit intent: clarity
Original:  Initially, RadioShack Inc. launched an internal investigation of Mr. Edmondson's statements;
Revised:  Initially, RadioShack launched an internal investigation of Mr. Edmondson's statements;
Edit intent: clarity
Original:  David Edmondson will receive a severance package valued at less than one million dollars in cash from RadioShack , Inc
Revised:  David Edmondson will receive a severance package valued at less than one million dollars in cash from RadioShack 
Edit intent: clarity
Original:  Claiming to have two college degrees, a theology diploma called a ThG, and four years of education, Mr. Edmondson only attended two semesters at a college known now as Heartland Baptist Bible College ( formally known as Pacific Coast Baptist College).
Revised:  Claiming to have two college degrees, a theology diploma called a ThG, and four years of education, Mr. Edmondson only attended two semesters at a college known now as Heartland Baptist Bible College ( formerly known as Pacific Coast Baptist College).
Edit intent: clarity
Original:  He says the move is "further evidence of the government's ongoing commitment to assist the people of Afghanistan in consolidating their embrace of democracy and resisting any attempt on the part of the Taliban to come back." "The ADF contribution will be a mixed security and reconstruction taskforce of approximately 200 personnel and will be deployed over a period of two years," Howard told reporters .
Revised:  "The ADF contribution will be a mixed security and reconstruction taskforce of approximately 200 personnel and will be deployed over a period of two years," Howard told reporters .
Edit intent: coherence
Original:  He says the move is "further evidence of the government's ongoing commitment to assist the people of Afghanistan in consolidating their embrace of democracy and resisting any attempt on the part of the Taliban to come back."
Edit intent: coherence
Original:  In a press release, Senator Bob Brown said that Australia was only sending more troops to compensate for an inability of the US to maintain troop numbers.
Revised:  In a press release, Senator Bob Brown voiced his opinion on the matter, and said the following about Australia's deployment:
Edit intent: clarity
Original:  The Australian Defence Force (ADF) troops will be deployed from late July and work alongside Dutch soldiers as part of a NATO force preparing to expand peacekeeping and reconstruction operations .
Revised:  The Australian Defence Force (ADF) troops will be deployed from late July and work alongside Dutch soldiers as part of a NATO force .
Edit intent: clarity
Original:  The extra 200 troops will bring the number of Australian Defence Force personnel to more than 500.
Revised:  The extra 200 troops will bring the number of ADF personnel to more than 500.
Edit intent: clarity
Original:  In addition to their hardware business they also provide Internet content monitoring, spam filtering, anti-spyware and adware solutions, network vulnerability assessments, active directory tools and migration services  
Revised:  In addition to their hardware business they also provide Internet content monitoring, spam filtering, anti-spyware and adware solutions, network vulnerability assessments, active directory tools and migration services . 
Edit intent: fluency
Original: Tangent alleges in their lawsuit that Microsoft fosters tactics "to prevent and destroy competition" while raising prices of its software to "supra-competitive levels."
Revised: Tangent alleges that Microsoft fosters tactics "to prevent and destroy competition" while raising prices of its software to "supra-competitive levels."
Edit intent: clarity
Original:  In addition to their hardware business  they also provide Internet content monitoring, spam filtering, anti-spyware and adware solutions, network vulnerability assessments, active directory tools , and migration services.
Revised:  In addition to their hardware business , they also provide Internet content monitoring, spam filtering, anti-spyware and adware solutions, network vulnerability assessments, active directory tools , and migration services.
Edit intent: fluency
Original:  In addition to their hardware business  they also provide Internet content monitoring, spam filtering, anti-spyware and adware solutions, network vulnerability assessments, active directory tools , and migration services.
Revised:  In addition to their hardware business they also provide Internet content monitoring, spam filtering, anti-spyware and adware solutions, network vulnerability assessments, active directory tools and migration services.
Edit intent: fluency
Original:  They have found geological evidence of past wet environmental conditions that might have been hospitable to life . References%DIFDELCMD < %DIFDELCMD < %%% Category:Space Category:NASA Category:Mars Category:Science and technology Category:United States Category:North Ameri
Revised:  They have found geological evidence of past wet environmental conditions that might have been hospitable to life References%DIFDELCMD < %DIFDELCMD < %%% Category:Space Category:NASA Category:Mars Category:Science and technology Category:United States Category:North Ameri
Edit intent: fluency
Original:  They have found geological evidence of past wet environmental conditions that might have been hospitable to life . References%DIFDELCMD < %DIFDELCMD < %%% Category:Space Category:NASA Category:Mars Category:Science and technology Category:United States Category:North Ameri
Revised:  They have found geological evidence of past wet environmental conditions that might have been hospitable to life . %DIFDELCMD < %DIFDELCMD < %%% Category:Space Category:NASA Category:Mars Category:Science and technology Category:United States Category:North Ameri
Edit intent: fluency
Original:  They have found geological evidence of past wet environmental conditions that might have been hospitable to life . References%DIFDELCMD < %DIFDELCMD < %%% Category:Space Category:NASA Category:Mars Category:Science and technology Category:United States Category:North Ameri
Revised:  They have found geological evidence of past wet environmental conditions that might have been hospitable to life . References%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  The only exception is a defect for which the OEM replaces the motherboard.
Edit intent: coherence
Original:  In fact its cheap sales scheme plyed upon public by etailers who steal software & sell it to public, again & again due to digital nature of computer.
Revised:  In fact its cheap sales scheme plyed upon public by retailers who steal software & sell it to public, again & again due to digital nature of computer.
Edit intent: fluency
Original: Each major sever farm runs own activation numbers & racketering  .
Revised: Each major server farm runs own activation numbers & racketering .
Edit intent: fluency
Original: On February , 14th  students at Pot Spring Elementary School in Timonium, Maryland noticed police activity in and around their school.
Revised: On February 14th students at Pot Spring Elementary School in Timonium, Maryland noticed police activity in and around their school.
Edit intent: fluency
Original: On February , 14th  students at Pot Spring Elementary School in Timonium, Maryland noticed police activity in and around their school.
Revised: On February , 14th , students at Pot Spring Elementary School in Timonium, Maryland noticed police activity in and around their school.
Edit intent: fluency
Original:  I love cheese Category:Texas Category:Houston Category:Weath
Revised:  I love cheese I love chee
Edit intent: coherence
Original:  The fog advisory is scheduled to lift at 12 PM CST . Category:Texas Category:Houston Category:Weather Category:United States Category:North Ameri
Revised:  The fog advisory is scheduled to lift at 12 PM CST Category:Texas Category:Houston Category:Weather Category:United States Category:North Ameri
Edit intent: fluency
Original:  The fog advisory is scheduled to lift at 12 PM CST . Category:Texas Category:Houston Category:Weather Category:United States Category:North Ameri
Revised:  The fog advisory is scheduled to lift at 12 PM CST . 
Edit intent: coherence
Original:  Investigators later discovered that Homolka had played an active rol
Revised:  Investigators later discovered that Homolka had played an active role
Edit intent: fluency
Original:  Paul Bernardo will almost certainly never be released.
Revised:  Bernardo will almost certainly never be released.
Edit intent: coherence
Original: Paul Bernardo, Canada's most notorious serial murderer, has admitted to more crimes.
Revised: Paul Bernardo, Canada's most notorious serial murderer, has admitted more crimes.
Edit intent: fluency
Original:  Bernardo has admitted to raping at least ten additional women during his time as the  Scarborough Rapist.
Revised:  Bernardo has admitted to raping at least ten additional women during his time as the " Scarborough Rapist.
Edit intent: fluency
Original:   In the early 1990s, Bernardo murdered three young women in Southern Ontario with his wife Karla Homolka.
Revised:  " In the early 1990s, Bernardo murdered three young women in Southern Ontario with his wife Karla Homolka.
Edit intent: fluency
Original:  After his trial, he admitted to being the  Scarborough Rapist.
Revised:  After his trial, he admitted to being the " Scarborough Rapist.
Edit intent: fluency
Original:   Bernardo had previously claimed to have raped 15 women between 1986 and 1991.
Revised:  " Bernardo had previously claimed to have raped 15 women between 1986 and 1991.
Edit intent: fluency
Original:  Today  his lawyer announced that he has confessed to 10 additional rapes.
Revised:  Today , his lawyer announced that he has confessed to 10 additional rapes.
Edit intent: fluency
Original:  Investigators later discovered that Homolka had played an active role  
Revised:  Investigators later discovered that Homolka had played an active role . 
Edit intent: fluency
Original: The Spectrum a local paper in in Southern Utahreports, in a private luncheon, Sen. Orrin Hatch, R-Utah, delivered a speech to to bolster supportfor the Presidents [   war in Iraq and his warrantless surveillance program.
Revised: At a private luncheon in his home state of Utah, Republican U.S. Senator Orrin Hatch, R-Utah, delivered a speech to to bolster supportfor the Presidents [ war in Iraq and his warrantless surveillance program.
Edit intent: clarity
Original: The Spectrum a local paper in in Southern Utahreports, in a private luncheon, Sen. Orrin Hatch, R-Utah, delivered a speech to to bolster supportfor the Presidents [   war in Iraq and his warrantless surveillance program.
Revised: The Spectrum a local paper in in Southern Utahreports, in a private luncheon, Sen. Orrin Hatch, R-Utah, delivered a speech to to bolster supportfor the Presidents [the President war in Iraq and his warrantless surveillance program.
Edit intent: fluency
Original:  Hatch said, "Nobody denies that he (Saddam Hussein ) was supporting al-Qaida . " And quickly followed with, " Well, I shouldn't say nobody.
Revised:  Hatch said, "Nobody denies that he (Saddam Hussein ) was supporting al-Qaida . " Well, I shouldn't say nobody.
Edit intent: coherence
Original:  This flies in the face of the 9/  11 commision report that stated "There was no operational link between al-Qaeda and ousted Iraqi President Saddam Hussein
Revised:  This flies in the face of the 9/ / 11 commision report that stated "There was no operational link between al-Qaeda and ousted Iraqi President Saddam Hussein
Edit intent: fluency
Original:  This flies in the face of the 9/  11 commision report that stated "There was no operational link between al-Qaeda and ousted Iraqi President Saddam Hussein
Revised:  This flies in the face of the 9/ 11 Commision| charged with investigating issues related to the September 11, 2001 terrorist attacks did not find an operational link between al-Qaeda and ousted Iraqi President Saddam Hussein
Edit intent: clarity
Original: Senator Hatch is expected to win reelection for his 6th term in November 2006.
Revised: Senator Hatch is expected to run for reelection for his 6th term in November 2006.
Edit intent: clarity
Original:  He reserved specific criticism for his fellow Congress leaders, saying that while they are "moaning and groaning in Congress because [the President] didn't abide by what's called the FISA Act, the Foreign Intelligence Surveillance Act ", the act was no longer applicable to current conflicts.
Revised:  He reserved specific criticism for his fellow Congress leaders, saying that while they are "moaning and groaning in Congress because [the President] didn't abide by what's called the FISA Act, the Foreign Intelligence Surveillance Act ," the act was no longer applicable to current conflicts.
Edit intent: fluency
Original:  According to security forces, this includes weapons stolen from the Cho Airong army base in January 2004 — a raid widely seen as the start of current insurgency in the country  
Revised:  According to security forces, this includes weapons stolen from the Cho Airong army base in January 2004 — a raid widely seen as the start of current insurgency in the country . 
Edit intent: fluency
Original:  The munitions recovered in the raid include AK47 assault rifles, dynamite, handguns, and fertilizer which can be used in the manufacture of home-made explosives  
Revised:  The munitions recovered in the raid include AK47 assault rifles, dynamite, handguns, and fertilizer which can be used in the manufacture of home-made explosives . 
Edit intent: fluency
Original: Location of Indonesia Barbara Kathleen Higgs, 43, a manager of the Bulan Baru (New Moon) resort on the Indonesia island of Lombrok has been charged with possession of cannabis and could face a maximum 10 years gaol if convicted.
Revised: Location of Indonesia Barbara Kathleen Higgs, 43, a manager of the Bulan Baru (New Moon) resort on the Indonesia island of Lombrok has been charged with possession of cannabis and could face a maximum 10 years in prison if convicted.
Edit intent: fluency
Original:  Ms Higgs will remain in gaol until her trial is complete.
Revised:  Ms Higgs will remain in custody until her trial is complete.
Edit intent: clarity
Original: Reports are showing up on several sources that an operation to arrest Ratko Mladic for war crimes is currently in-progress in Serbia .
Revised: Reports are showing up on several sources that an operation to arrest Ratko Mladic for war crimes is currently in-progress in Serbia 
Edit intent: fluency
Original:  Category:Europe Category:Crime and law Category:Serbia and Monteneg
Edit intent: coherence
Original: Mars Rover’s Basketball-Shaped Discovery and Its Aftereffects 1/20/2005 Source: Space.com and NASA The Mars Rover  ’s new discovery has sparked a debate.
Revised: Mars Rover’s Basketball-Shaped Discovery and Its Aftereffects 1/20/2005 The Mars Rover ’s new discovery has sparked a debate.
Edit intent: coherence
Original: Mars Rover’s Basketball-Shaped Discovery and Its Aftereffects 1/20/2005 Source: Space.com and NASA The Mars Rover  ’s new discovery has sparked a debate.
Revised: Mars Rover’s Basketball-Shaped Discovery and Its Aftereffects 1/20/2005 Source: Space.com and NASA The Mars Rover ’s latest discovery has sparked a debate.
Edit intent: fluency
Original:  Recently, NASA’s Opportunity rover found an iron and nickel object they believe to be a meteorite.
Revised:  Recently, NASA’s rover found an iron and nickel object they believe to be a meteorite.
Edit intent: clarity
Original:  For More Information See: UR
Revised:  References: * URL * UR
Edit intent: coherence
Original: Mars Rover’s Basketball-Shaped Discovery and Its Aftereffects 1/20/2005 The Mars Rover Opportunity’s latest discovery has sparked a debate.
Revised:  The Mars Rover Opportunity’s latest discovery has sparked a debate.
Edit intent: coherence
Original:  Researchers are as yet unsure whether this means it arrived recently , or that it has possibly been throughly sandblasted . References: * URL * UR
Revised:  Researchers are as yet unsure whether this means it arrived recently or that it has possibly been throughly sandblasted . References: * URL * UR
Edit intent: fluency
Original:  Researchers are as yet unsure whether this means it arrived recently , or that it has possibly been throughly sandblasted . References: * URL * UR
Revised:  Researchers are as yet unsure whether this means it arrived recently , or that it has possibly been sandblasted throughly . References: * URL * UR
Edit intent: fluency
Original:  Researchers are as yet unsure whether this means it arrived recently , or that it has possibly been throughly sandblasted . References: * URL * UR
Revised:  Researchers are as yet unsure whether this means it arrived recently , or that it has possibly been throughly sandblasted . Reference
Edit intent: coherence
Original:  Recently, NASA’s rover found an iron and nickel object that the Cornell University researchers on the project believe to be a meteorite .
Revised:  Recently, NASA’s rover found an iron and nickel object that the Cornell University researchers on the project believe to be a .
Edit intent: clarity
Original: <noinclude></font></ noinclud 
Revised: <noinclude></font></ noinclude> 
Edit intent: fluency
Original: Category:United States Category:North America Category:Internet Category:Science and technology  de:Interview mit Jimmy Wales: Wie geht es weiter mit Wikipedia?
Revised: Category:United States Category:North America Category:Internet Category:Science and technology Category:Jimmy Wales de:Interview mit Jimmy Wales: Wie geht es weiter mit Wikipedia?
Edit intent: fluency
Original:  The organization behind the blast has not been figured out though the militant group , Lashkar-e-Jhangvi , is the chief suspect for their hatred towards the Shia group.
Revised:  The organization behind the blast has not been figured out though militant group Lashkar-e-Jhangvi , is the chief suspect for their hatred towards the Shia group.
Edit intent: fluency
Original:  The organization behind the blast has not been figured out though the militant group , Lashkar-e-Jhangvi , is the chief suspect for their hatred towards the Shia group.
Revised:  The organization behind the blast has not been figured out though the militant group , Lashkar-e-Jhangvi is the chief suspect for their hatred towards the Shia group.
Edit intent: fluency
Original:  The organization behind the blast has not been figured out though militant group Lashkar-e-Jhangvi is the chief suspect for their hatred towards the Shia group .
Revised:  Those responsible for the blast are unknown, although militant group Lashkar-e-Jhangvi is the chief suspect for their hatred towards the Shia group .
Edit intent: clarity
Original:  The organization behind the blast has not been figured out though militant group Lashkar-e-Jhangvi is the chief suspect for their hatred towards the Shia group .
Revised:  The organization behind the blast has not been figured out though militant group Lashkar-e-Jhangvi has been mentioned .
Edit intent: coherence
Original: The remote-controlled bomb detonated near an electric pole as the procession advanced towards the .
Revised: According to a police statement to , the bomb was detonated by remote control near an electric pole as the procession advanced towards the .
Edit intent: coherence
Original:  Those responsible for the blast are unknown, although militant group Lashkar-e-Jhangvi has been mentioned.
Revised:  Those responsible for the blast are unknown, although militant group has been mentioned.
Edit intent: clarity
Original:  Eye witnesses told that the loud explosion impelled the people to run away haphazardly.
Revised:  Eye witnesses told that the loud explosion caused people to run away haphazardly.
Edit intent: clarity
Original:  The wounded were rushed to the local hospitals in Khanpur and .
Revised:  The wounded were rushed to local hospitals in Khanpur and .
Edit intent: fluency
Original:  Romney is considered the frontrunner after victories in the and New Hampshire primary  
Revised:  Romney is considered the frontrunner after victories in the and New Hampshire primary . 
Edit intent: fluency
Original:  Huntsman has remained low in recent South Carolina polls, however, yesterday he won the endorsement of South Carolina's largest newspaper, The State .
Revised:  Huntsman has remained low in recent South Carolina polls, however, yesterday he won the endorsement of South Carolina's largest newspaper, .
Edit intent: clarity
Original: Former Utah , ended his presidential campaign today, and announced his support for former Massachusetts Mitt Romney.
Revised: Former Utah ended his presidential campaign today, and announced his support for former Massachusetts Mitt Romney.
Edit intent: fluency
Original:  Huntsman has remained low in recent South Carolina polls , however, yesterday he won the endorsement of South Carolina's largest newspaper, .
Revised:  Huntsman has remained low in recent South Carolina polls ; however, yesterday he won the endorsement of South Carolina's largest newspaper, .
Edit intent: fluency
Original:  Insiders say that research showed that Huntsman 's candidacy was drawing votes away from Romney.
Revised:  Insiders say Huntsman believed his candidacy was drawing votes away from Romney.
Edit intent: clarity
Original:  Romney is considered the frontrunner after victories in the  and New Hampshire primary.
Revised:  Romney is considered the frontrunner after victories in the Iowa and New Hampshire primary.
Edit intent: clarity
Original:   Council's staff have been busy cleaning the facilities, erecting signage, checking pedestrian bridges and inspecting the track surface for the past few days.
Revised:  The Council's staff have been busy cleaning the facilities, erecting signage, checking pedestrian bridges and inspecting the track surface for the past few days.
Edit intent: fluency
Original:   Council's staff have been busy cleaning the facilities, erecting signage, checking pedestrian bridges and inspecting the track surface for the past few days.
Revised:  Council's staff has been busy cleaning the facilities, erecting signage, checking pedestrian bridges and inspecting the track surface for the past few days.
Edit intent: coherence
Original:  In 2000, Event Management Specialists held the first motorcycle racing event since 1990, but due to EMS going bankrupt a short time after their 2000 event was ran and the inability of the then Bathurst City Council to find another promoter , the Easter event was canned .
Revised:  In 2000, Event Management Specialists held the first motorcycle racing event since 1990, but the Easter event was canned due to the bankruptcy of the EMS a short time after their 2000 event was ran and the inability of the then Bathurst City Council to find another promoter , the Easter event was canned .
Edit intent: clarity