wanyu/IteraTeR_v2 huggingface dataset:
Original: Rob Broudie one of w:Liverpool best known Lawyers and Brother of w: Ian Broudie was found dead early on the morning of the 17th October after apparently jumping from the Tower of w: Liverpool Cathedral.
Revised: Rob Broudie one of w:Liverpool best known Lawyers and Brother of w: Ian Broudie was found dead early on the morning of the 17th October after apparently jumping from the Tower of Liverpool Cathedral.
Edit intent: fluency
Original:  Mr Broudie was a staunch critic of the Police and a slightly controversial figure  having once been charged with affray after fighting with another of Liverpools lawyers whilst in the cells.
Revised:  Mr Broudie was a staunch critic of the Police and a slightly controversial figure , having once been charged with affray after fighting with another of Liverpools lawyers whilst in the cells.
Edit intent: fluency
Original:  His company  R.M Broudie  is now based on Dale Street in city centre Liverpool
Revised:  His company , R.M Broudie is now based on Dale Street in city centre Liverpool
Edit intent: fluency
Original:  His company  R.M Broudie  is now based on Dale Street in city centre Liverpool
Revised:  His company R.M Broudie , is now based on Dale Street in city centre Liverpool
Edit intent: fluency
Original: Rob Broudie, one of Liverpool's best known Lawyers and Brother of Ian Broudie was found dead early on the morning of the 17th October after apparently jumping from the Tower of Liverpool Cathedral  . Mr Broudie was a staunch critic of the Police and a slightly controversial figure, having once been charged with affray after fighting with another of Liverpools lawyers whilst in the cells.
Revised: Rob Broudie, one of Liverpool's best known Lawyers and brother of Ian Broudie was found dead early on the morning of the 17th October after apparently jumping from the Tower of Liverpool Cathedral . Mr Broudie was a staunch critic of the Police and a slightly controversial figure, having once been charged with affray after fighting with another of Liverpools lawyers whilst in the cells.
Edit intent: fluency
Original: Rob Broudie, one of Liverpool's best known Lawyers and Brother of Ian Broudie was found dead early on the morning of the 17th October after apparently jumping from the Tower of Liverpool Cathedral  . Mr Broudie was a staunch critic of the Police and a slightly controversial figure, having once been charged with affray after fighting with another of Liverpools lawyers whilst in the cells.
Revised: Rob Broudie, one of Liverpool's best known Lawyers and Brother of Ian Broudie was found dead early on the morning of the 17th October after apparently jumping from the Tower of Liverpool Cathedral . Mr Broudie was a staunch critic of the Police and a slightly controversial figure, having once been charged with affray after fighting with another of Liverpool's lawyers whilst in the cells.
Edit intent: fluency
Original:  His company, R.M Broudie  , is now based on Dale Street in city centre Liverpool
Revised:  His company, R.M Broudie Co , is now based on Dale Street in city centre Liverpool
Edit intent: clarity
Original: Rob Broudie, one of Liverpool's best known Lawyers and brother of Ian Broudie was found dead early on the morning of the 17th October after apparently jumping from the Tower of Liverpool Cathedral , an inquest is expect later in the week.
Revised: Rob Broudie, one of Liverpool's best known lawyers and brother of Ian Broudie was found dead early on the morning of the 17th October after apparently jumping from the Tower of Liverpool Cathedral , an inquest is expect later in the week.
Edit intent: fluency
Original: Rob Broudie, one of Liverpool's best known Lawyers and brother of Ian Broudie was found dead early on the morning of the 17th October after apparently jumping from the Tower of Liverpool Cathedral , an inquest is expect later in the week.
Revised: Rob Broudie, one of Liverpool's best known Lawyers and brother of Ian Broudie was found dead early on the morning of the 17th October after apparently jumping from the Tower of Liverpool Cathedral . An inquest is expect later in the week.
Edit intent: fluency
Original:  Mr  Broudie was a staunch critic of the Police and a slightly controversial figure, having once been charged with affray after fighting with another of Liverpool's lawyers whilst in the cells.
Revised:  Mr . Broudie was a staunch critic of the Police and a slightly controversial figure, having once been charged with affray after fighting with another of Liverpool's lawyers whilst in the cells.
Edit intent: fluency
Original:  2 Ordered Not to Discuss Gitmo Claims, Washington Post, October 14 2006 On October 6 2006 Cerveny swore an affidavit describing the hour long conversation she had with the off-duty guards in the Guantanamo military club, prompting calls for an inquiry.
Revised:  On October 6 2006 Cerveny swore an affidavit describing the hour long conversation she had with the off-duty guards in the Guantanamo military club, prompting calls for an inquiry.
Edit intent: clarity
Original:  Guards describe Guantanamo prisoner abuse, Washington Post, October 7 2006 In a statement Colonel Joyce explained she had imposed the gag order:"...pending her review of the facts.
Revised:  In a statement Colonel Joyce explained she had imposed the gag order:"...pending her review of the facts.
Edit intent: coherence
Original:  This is necessary to ensure all actions of counsel are in compliance with regulations establishing professional standards for military attorneys, " References%DIFDELCMD < %DIFDELCMD < %%% External links Pentagon to Probe Gitmo Beatings Claim, Washington Post, October 7 2006 Southern Command Probe Gitmo Charges, Washington Post, October 13 2006 Category:Politics and conflicts Category:Crime and law Category:United States Category:North Ameri
Revised:  This is necessary to ensure all actions of counsel are in compliance with regulations establishing professional standards for military attorneys, References%DIFDELCMD < %DIFDELCMD < %%% External links Pentagon to Probe Gitmo Beatings Claim, Washington Post, October 7 2006 Southern Command Probe Gitmo Charges, Washington Post, October 13 2006 Category:Politics and conflicts Category:Crime and law Category:United States Category:North Ameri
Edit intent: fluency
Original:  This is necessary to ensure all actions of counsel are in compliance with regulations establishing professional standards for military attorneys, " References%DIFDELCMD < %DIFDELCMD < %%% External links Pentagon to Probe Gitmo Beatings Claim, Washington Post, October 7 2006 Southern Command Probe Gitmo Charges, Washington Post, October 13 2006 Category:Politics and conflicts Category:Crime and law Category:United States Category:North Ameri
Revised:  This is necessary to ensure all actions of counsel are in compliance with regulations establishing professional standards for military attorneys, " %DIFDELCMD < %DIFDELCMD < %%% External links Pentagon to Probe Gitmo Beatings Claim, Washington Post, October 7 2006 Southern Command Probe Gitmo Charges, Washington Post, October 13 2006 Category:Politics and conflicts Category:Crime and law Category:United States Category:North Ameri
Edit intent: fluency
Original:  This is necessary to ensure all actions of counsel are in compliance with regulations establishing professional standards for military attorneys, " References%DIFDELCMD < %DIFDELCMD < %%% External links Pentagon to Probe Gitmo Beatings Claim, Washington Post, October 7 2006 Southern Command Probe Gitmo Charges, Washington Post, October 13 2006 Category:Politics and conflicts Category:Crime and law Category:United States Category:North Ameri
Revised:  This is necessary to ensure all actions of counsel are in compliance with regulations establishing professional standards for military attorneys, " References%DIFDELCMD < %DIFDELCMD < %%% Category:Politics and conflicts Category:Crime and law Category:United States Category:North Ameri
Edit intent: coherence
Original:  This is necessary to ensure all actions of counsel are in compliance with regulations establishing professional standards for military attorneys, " References%DIFDELCMD < %DIFDELCMD < %%% External links Pentagon to Probe Gitmo Beatings Claim, Washington Post, October 7 2006 Southern Command Probe Gitmo Charges, Washington Post, October 13 2006 Category:Politics and conflicts Category:Crime and law Category:United States Category:North Ameri
Revised:  This is necessary to ensure all actions of counsel are in compliance with regulations establishing professional standards for military attorneys, " References%DIFDELCMD < %DIFDELCMD < %%% External links Pentagon to Probe Gitmo Beatings Claim, Washington Post, October 7 2006 Southern Command Probe Gitmo Charges, Washington Post, October 13 2006 
Edit intent: coherence
Original: On her first visit to Guantanamo  Cerveny was approached by off-duty guards who bragged to her of how they abused detainees.
Revised: On her first visit to Guantanamo , Cerveny was approached by off-duty guards who bragged to her of how they abused detainees.
Edit intent: fluency
Original:  On October 6 2006 Cerveny swore an affidavit describing the hour long conversation she had with the off-duty guards in the Guantanamo military club, prompting calls for an inquiry.
Revised:  On October 6 2006 Cerveny swore an affidavit describing the hour-long conversation she had with the off-duty guards in the Guantanamo military club, prompting calls for an inquiry.
Edit intent: fluency
Original:  In an interview on October 12 2006 Cerveny said: "It was a general consensus that I (detected) that as a group this is something they did.
Revised:  In an interview on October 12 , Cerveny said, "It was a general consensus that I (detected) that as a group this is something they did.
Edit intent: fluency
Original:  That this was OK at Guantanamo, that this is how the detainees get treated," In a statement Colonel Joyce explained she had imposed the gag order :"...pending her review of the facts .
Revised:  That this was OK at Guantanamo, that this is how the detainees get treated," In a statement Colonel Joyce explained she had imposed the gag order pending a review of the facts .
Edit intent: fluency
Original:  That this was OK at Guantanamo, that this is how the detainees get treated," In a statement Colonel Joyce explained she had imposed the gag order :"...pending her review of the facts .
Revised:  That this was OK at Guantanamo, that this is how the detainees get treated," In a statement Colonel Joyce explained she had imposed the gag order :"...pending her review of the facts , "
Edit intent: fluency
Original:  Colby Vokey, the lead military counsel for Guantanamo detainee Omar Khadr and Sergeant Heather Cerveny, the team's paralegal.
Revised:  Colby Vokey, the lead military counsel for Guantanamo detainee Omar Khadr and Sgt. Heather Cerveny, the team's paralegal.
Edit intent: fluency
Original:  That this was OK at Guantanamo, that this is how the detainees get treated," In a statement Colonel Joyce explained she had imposed the gag order pending a review of the facts, "This is necessary to ensure all actions of counsel are in compliance with regulations establishing professional standards for military attorneys    ,
Revised:  That this was OK at Guantanamo, that this is how the detainees get treated," In a statement Colonel Joyce explained she had imposed the gag order pending a review of the facts, "This is necessary to ensure all actions of counsel are in compliance with regulations establishing professional standards for military attorneys ," ,
Edit intent: fluency
Original: On Friday October 13, Colonel Carol Joyce, the Marines' chief defense counsel, imposed a gag order on Lt. Col.
Revised: On Friday October 13, Colonel Carol Joyce, the Marines' chief defense counsel, imposed a gag order on Lieutenant Colonel
Edit intent: fluency
Original: According to the San Diego Union Tribune Ahmad said the gag order had put Vokey in a dilemma: '' “ It's in Omar's interests for the truth about abuses of detainees at Guantanamo, including him, to get out in the open.
Revised: According to the San Diego Union Tribune Ahmad said the gag order had put Vokey in a dilemma: '' " It's in Omar's interests for the truth about abuses of detainees at Guantanamo, including him, to get out in the open.
Edit intent: fluency
Original:  New Delhi "hopes" that the discussions between these high-ranking officials will lead to the early implementation of the joint anti-terror mechanism, which was agreed upon by Prime Minister Manmohan Singh and President Pervez Mussharaf during the NAM summit in Cuba earlier this year.
Revised:  New Delhi "hopes" that the discussions between these high-ranking officials will lead to the early implementation of the joint anti-terror mechanism, which was agreed upon by Prime Minister Manmohan Singh and President Pervez Mussharaff during the NAM summit in Cuba earlier this year.
Edit intent: fluency
Original: India is expected to hand over evidence, including telephone recording, of the Pakistani involvment in the bombings, and seek the extradition of suspects from Pakistan.
Revised: India is expected to hand over evidence, including telephone recording, of the Pakistani involvement in the bombings, and seek the extradition of suspects from Pakistan.
Edit intent: fluency
Original: A 36-year-old woman stuck herself to a slot machine in a game hall in downtown Lomas del Mirador when she hit the jackpot of 35 million pesos, because the halls chief doesn't want to pay up.
Revised: A 36-year-old woman stuck herself to a slot machine in a game hall in downtown Lomas del Mirador when she hit the jackpot of 35 million pesos, because the halls chief refused to pay up.
Edit intent: clarity
Original:  When the slot machine displayed that she had won 35 million pesos, the game hall chief didn't want to pay her that prize, with the excuse that the slot machine was malfunctioning.
Revised:  When the slot machine displayed that she had won 35 million pesos, the game hall chief didn't pay her that prize, with the excuse that the slot machine was malfunctioning.
Edit intent: clarity
Original:  When the slot machine displayed that she had won 35 million pesos, the game hall chief didn't want to pay her that prize, with the excuse that the slot machine was malfunctioning.
Revised:  When the slot machine displayed that she had won 35 million pesos, the game hall chief didn't want to pay her that prize, because they claimed the slot machine was malfunctioning.
Edit intent: clarity
Original:  In the Argentinian news broadcasts the machine is seen with the amount of money won on the display.
Revised:  In the Argentine news broadcasts the machine is seen with the amount of money won on the display.
Edit intent: fluency
Original:  Clint Brown is a passionate New Zealand sports fan, and he has been at the forefront of some of New Zealand ’ s biggest sporting moments."
Revised:  Clint Brown is a passionate New Zealand sports fan, and he has been at the forefront of some of New Zealand ' s biggest sporting moments."
Edit intent: fluency
Original:  "We will celebrate Clint ’ s 17 years of service to TV3 with an appropriate send off," Friesen said.
Revised:  "We will celebrate Clint ' s 17 years of service to TV3 with an appropriate send off," Friesen said.
Edit intent: fluency
Original:  The toher three died when a tree limb fell on a person while walking and two were killed in car accidents related to the heavy snowfall
Revised:  One pedestrian was killed by a falling tree limb and two persons were killed in car accidents related to the heavy snowfall
Edit intent: clarity
Original:  Giambra was at the Eastern Hills Mall which the National Grid Power Company is using as a staging area for all  repairs needed in WNY due to the storm .
Revised:  Giambra was at the Eastern Hills Mall which the National Grid Power Company is using as a staging area for all repairs needed in WNY .
Edit intent: coherence
Original: The mall is still without power as is an estimated 215,000 people and businesses throught out the region.
Revised: The mall is still without power as is an estimated 215,000 people and businesses throughout the region.
Edit intent: fluency
Original:  The satellite photos show that ground at one site is being prepared for construction, while the other site already shows signs of construction activity, according to the US defence official.
Revised:  The satellite photos show that ground at one site is being prepared for construction, while the other site already shows signs of construction activity, according to the U.S. defence official.
Edit intent: fluency
Original:  The official said that such activity suggested preparation for a second nuclear weapons test .
Revised:  The official said that such activity suggested preparation for a second nuclear weapons test 
Edit intent: fluency
Original:  A senior South Korean official, however, told journalists that South Korea has not yet confirmed any imminent signs of a second test and said that a second test is unlikely to occur immediately
Edit intent: coherence
Original: The satellite photos show that ground at one site is being prepared for construction, while the other site already shows signs of construction activity, according to the U.S. defence official.
Revised: The satellite photos show that ground at one site is being prepared for construction, while the other site already shows signs of construction activity, according to the U.S. defense official.
Edit intent: fluency
Original:  The official said that such activity suggested preparation for a second nuclear weapons test  
Revised:  The official said that such activity suggested preparation for a second nuclear weapons test . 
Edit intent: fluency
Original:  The official said that such activity suggested preparation for a second nuclear weapons test . let the united states of america blow the fuck out of north korea with our nucleor bombs we test daily in the artic ocea
Revised:  The official said that such activity suggested preparation for a second nuclear weapons test 
Edit intent: coherence
Original:  It also provides a temporary definition for parliamentary purposes and electioneering to preserve what the Government says MPs had generally understood these to mean before Auditor-General, Kevin Brady's inquiry.
Revised:  It also provides a temporary definition for parliamentary purposes and electioneering to preserve what the Government says MPs had generally understood these to mean before Mr Brady's inquiry.
Edit intent: clarity
Original: RJump.a, is a Trojan which works by opening a "backdoor" that allows others access to the infected computer.
Revised: RJump.a, is a known Trojan virus which works by opening a "backdoor" that allows others access to the infected computer.
Edit intent: clarity
Original:  After installation  RavMonE.exe sends a message to several different servers in order to let them know about the computer's new vulnerabilities.
Revised:  After installation , RavMonE.exe sends a message to several different servers in order to let them know about the computer's new vulnerabilities.
Edit intent: fluency
Original:  Apple is supplying links to trial programs that will remove this virus free of charge 
Revised:  Apple is supplying links to trial programs that will remove it free of charge 
Edit intent: clarity
Original: Up-to-date anti-virus software installed  Windows OS machines should detect and remove the virus.
Revised: Up-to-date anti-virus software installed on Windows OS machines should detect and remove the virus.
Edit intent: fluency
Original:  Affected iPods will need to be restored to factory settings by re-installing the iTunes 7 software  
Revised:  Affected iPods will need to be restored to factory settings by re-installing the iTunes 7 software . 
Edit intent: fluency
Original:  While the Department of Homeland Security did not disclose which cities were mentioned, an unnamed department official has said the cities named were Miami, New York, Seattle, Houston, Oakland, California, and Cleveland, Ohi
Revised:  While the Department of Homeland Security did not disclose which cities were mentioned, an unnamed department official has said the cities named were Miami, New York, Seattle, Houston, Oakland, California, and Cleveland, Ohio
Edit intent: fluency
Original:  While the Department of Homeland Security did not disclose which cities were mentioned, an unnamed department official has said the cities named were Miami, New York, Seattle, Houston, Oakland, California, and Cleveland, Ohio  
Revised:  While the Department of Homeland Security did not disclose which cities were mentioned, an unnamed department official has said the cities named were Miami, New York, Seattle, Houston, Oakland, California, and Cleveland, Ohio . 
Edit intent: fluency
Original: The bomb threat, originally discovered on 4chan .org , stated that truck bombs containing radiological materials would be detonated during the football games this Sunday.
Revised: The bomb threat, originally discovered on 4chan , stated that truck bombs containing radiological materials would be detonated during the football games this Sunday.
Edit intent: clarity
Original: Elan , the largest Irish pharmaceutical company, and its US partner Biogen have withdrawn the multiple sclerosis drug Tysabr from clinical trials after the death of a patient.
Revised: w:Élan , the largest Irish pharmaceutical company, and its US partner Biogen have withdrawn the multiple sclerosis drug Tysabr from clinical trials after the death of a patient.
Edit intent: fluency
Original: Elan , the largest Irish pharmaceutical company, and its US partner Biogen have withdrawn the multiple sclerosis drug Tysabr from clinical trials after the death of a patient.
Revised: Elan , the largest Irish pharmaceutical company, and its US partner Biogen have withdrawn the multiple sclerosis drug Tysabri from clinical trials after the death of a patient.
Edit intent: fluency
Original:  If it emerges that the death was as a result of taking Avonex, then it is possible Tysabr could be re-introduced to the market.
Revised:  If it emerges that the death was as a result of taking Avonex, then it is possible Tysabri could be re-introduced to the market.
Edit intent: clarity
Original: The news has seen the shares of both companies fall steeply, with Elan having lost almost 70\% of its value after Monday's announcement.
Revised: The news has seen the shares of both companies fall steeply, with Élan having lost almost 70\% of its value after Monday's announcement.
Edit intent: clarity
Original:  However for the moment rival will be seeking to steal a lead in the potentially lucrative MS drug market
Revised:  However for the moment rivals will be seeking to steal a lead in the potentially lucrative MS drug market
Edit intent: fluency
Original: The  microhand hand, with four fingers built of miniscule silicon segments and polymer-balloon joints, has a firm but gentle grip which researchers say would be ideal for manipulating tiny, delicate objects.
Revised: The microhand hand, with four fingers built of miniscule silicon segments and polymer-balloon joints, has a firm but gentle grip that would be ideal for manipulating tiny, delicate objects.
Edit intent: clarity
Original:  In fact, a video on CJ Kim's website shows a close-up of the microhand delicately grasping what appears to be a solitary fish egg from a portion of roe.
Edit intent: coherence
Original:  Due to being construted of inert materials and is pneumatically opperated instead of electronically, the micro-hand can function well in air and water, giving it the ability to grasp small biological samples which tend to be moist or submersed in a liquid enviroment.
Revised:  Because it is constructed of inert materials and is pneumatically opperated instead of electronically, the micro-hand can function well in air and water, giving it the ability to grasp small biological samples which tend to be moist or submersed in a liquid enviroment.
Edit intent: fluency