wanyu/IteraTeR_v2 huggingface dataset:
Original:  The agency is formed out of the ashes of the National Crime Squad, the National Criminal Intelligence Service and investigative staff from the Immigration Service.
Revised:  The agency was created out of the ashes of the National Crime Squad, the National Criminal Intelligence Service and investigative staff from the Immigration Service.
Edit intent: fluency
Original:  The agency is formed out of the ashes of the National Crime Squad, the National Criminal Intelligence Service and investigative staff from the Immigration Service.
Revised:  The agency is formed out of the National Crime Squad, the National Criminal Intelligence Service and investigative staff from the Immigration Service.
Edit intent: clarity
Original:  SOCA makes the most of new powers created post-July 7, which allow the authorities greater capabilities when it comes to fighting crime and charging those under arrest (see below).
Revised:  SOCA 
Edit intent: coherence
Original:  SOCA is chaired by ex-MI5 chief Sir Stephen Lander. " Queen's Evidence " Prosecutors are now able to offer formal "deals" , such as immunity or a reduced sentence, to those "on the inside" who testify against the accused criminals.
Revised:  is chaired by ex-MI5 chief Sir Stephen Lander. " Queen's Evidence " Prosecutors are now able to offer formal "deals" , such as immunity or a reduced sentence, to those "on the inside" who testify against the accused criminals.
Edit intent: clarity
Original:  SOCA is chaired by ex-MI5 chief Sir Stephen Lander. " Queen's Evidence " Prosecutors are now able to offer formal "deals" , such as immunity or a reduced sentence, to those "on the inside" who testify against the accused criminals.
Revised:  SOCA is chaired by ex-MI5 chief Sir Stephen Lander. Queen's Evidence " Prosecutors are now able to offer formal "deals" , such as immunity or a reduced sentence, to those "on the inside" who testify against the accused criminals.
Edit intent: fluency
Original:  SOCA is chaired by ex-MI5 chief Sir Stephen Lander. " Queen's Evidence " Prosecutors are now able to offer formal "deals" , such as immunity or a reduced sentence, to those "on the inside" who testify against the accused criminals.
Revised:  SOCA is chaired by ex-MI5 chief Sir Stephen Lander. " Queen's Evidence Prosecutors are now able to offer formal "deals" , such as immunity or a reduced sentence, to those "on the inside" who testify against the accused criminals.
Edit intent: fluency
Original:  SOCA is chaired by ex-MI5 chief Sir Stephen Lander. " Queen's Evidence " Prosecutors are now able to offer formal "deals" , such as immunity or a reduced sentence, to those "on the inside" who testify against the accused criminals.
Revised:  SOCA is chaired by ex-MI5 chief Sir Stephen Lander. " Queen's Evidence " Prosecutors are now able to offer formal "deals" , such as immunity or a reduced sentence, to those who testify against the accused criminals.
Edit intent: clarity
Original:  SOCA is chaired by ex-MI5 chief Sir Stephen Lander. " Queen's Evidence " Prosecutors are now able to offer formal "deals" , such as immunity or a reduced sentence, to those "on the inside" who testify against the accused criminals.
Revised:  SOCA is chaired by ex-MI5 chief Sir Stephen Lander. " Queen's Evidence " Prosecutors are now able to offer formal "deals" , such as immunity or a reduced sentence, to those "on the inside" who testify against other accused criminals.
Edit intent: clarity
Original:  Financial reporting orders Courts can force criminals to supply their bank statements for up to 20 years in the pastto ensure that no money has been deposited or withdrawn in suspicious circumstances . Disclosure notices %DIFDELCMD < %DIFDELCMD < %%% The power to punish lack of assistance in important cases with fines or terms in prison,
Revised:  Financial reporting orders Courts can compel criminals to supply their bank statements for up to 20 years in the pastto ensure that no money has been deposited or withdrawn in suspicious circumstances . Disclosure notices %DIFDELCMD < %DIFDELCMD < %%% The power to punish lack of assistance in important cases with fines or terms in prison,
Edit intent: fluency
Original:  Financial reporting orders Courts can force criminals to supply their bank statements for up to 20 years in the pastto ensure that no money has been deposited or withdrawn in suspicious circumstances . Disclosure notices %DIFDELCMD < %DIFDELCMD < %%% The power to punish lack of assistance in important cases with fines or terms in prison,
Revised:  Financial reporting orders Courts can force criminals to supply their bank statements of up to 20 years in the pastto ensure that no money has been deposited or withdrawn in suspicious circumstances . Disclosure notices %DIFDELCMD < %DIFDELCMD < %%% The power to punish lack of assistance in important cases with fines or terms in prison,
Edit intent: fluency
Original:  Financial reporting orders Courts can force criminals to supply their bank statements for up to 20 years in the pastto ensure that no money has been deposited or withdrawn in suspicious circumstances . Disclosure notices %DIFDELCMD < %DIFDELCMD < %%% The power to punish lack of assistance in important cases with fines or terms in prison,
Revised:  Financial reporting orders Courts can force criminals to supply their bank statements for up to 20 years past, to demonstrate that they have had no crime related earnings . Disclosure notices %DIFDELCMD < %DIFDELCMD < %%% The power to punish lack of assistance in important cases with fines or terms in prison,
Edit intent: clarity
Original: 150px|left Five people are dead and three are injured after a roadside bomb blew up a minibus in rural Pakistan.
Revised:  Five people are dead and three are injured after a roadside bomb blew up a minibus in rural Pakistan.
Edit intent: coherence
Original: A federal jury found alleged al-Qaida conspirator Zacarias Moussaoui eligible Monday to be put to death , deciding that his statements to FBI agents led directly to at least one death in the terrorist attacks of September 11, 2001.
Revised: A federal jury found alleged al-Qaida conspirator Zacarias Moussaoui eligible Monday to be put to death after deciding that his statements to FBI agents led directly to at least one death in the terrorist attacks of September 11, 2001.
Edit intent: clarity
Original:  The only person to face charges in the United States in the nation's worst terrorist attack, Moussaoui now faces a second phase of his sentencing trial to determine if he actually will be executed by lethal injection.
Revised:  Moussaoui only person to face charges in the United States in the nation's worst terrorist attack, Moussaoui now faces a second phase of his sentencing trial to determine if he actually will be executed by lethal injection.
Edit intent: fluency
Original:  He refused to stand up . Nine men and three women of the jury will hear testimony on whether the 37-year-old Frenchman , who was in jail at the time of the attack, and who in surprise testimony said that he was the missing 20th member of the attack , deserves to die for his role .
Revised:  He refused to stand up . Nine men and three women of the jury will hear testimony on whether the 37-year-old Frenchman , who was in jail at the time of the attack, and who in surprise testimony said that he was the missing 20th member of the attack .
Edit intent: clarity
Original:   "You'll never get my blood, God curse you all," Moussaoui said afterward .
Revised:  "You'll never get my blood, God curse you all," Moussaoui said after the jurors had left the courtroom .
Edit intent: clarity
Original: Moussaoui only person to face charges in the United States in the nation's worst terrorist attack , Moussaoui now faces a second phase of his sentencing trial to determine if he actually will be executed by lethal injection.
Revised: Moussaoui only person to face charges in connection with the nation's worst terrorist attack , Moussaoui now faces a second phase of his sentencing trial to determine if he actually will be executed by lethal injection.
Edit intent: clarity
Original: Moussaoui only person to face charges in the United States in the nation's worst terrorist attack , Moussaoui now faces a second phase of his sentencing trial to determine if he actually will be executed by lethal injection.
Revised: Moussaoui only person to face charges in the United States in the nation's worst terrorist attack . The trial now moves to the second phase of his sentencing trial to determine if he actually will be executed by lethal injection.
Edit intent: clarity
Original: Moussaoui only person to face charges in the United States in the nation's worst terrorist attack , Moussaoui now faces a second phase of his sentencing trial to determine if he actually will be executed by lethal injection.
Revised: Moussaoui only person to face charges in the United States in the nation's worst terrorist attack , Moussaoui now faces a second phase of his sentencing , to determine if he actually will be executed by lethal injection.
Edit intent: clarity
Original:  Now that this 1st phase of the trial to decide possible penalties is established, the jury of nine men and three women will hear more testimony, expected last as long as 3-months, on whether the 37-year-old Frenchman will face life inprisonment or execution.
Revised:  Now that this first phase of the trial to decide possible penalties is established, the jury of nine men and three women will hear more testimony, expected last as long as 3-months, on whether the 37-year-old Frenchman will face life inprisonment or execution.
Edit intent: fluency
Original: A  federal jury found self-confessed al-Qaida conspirator Zacarias Moussaoui eligible Monday to be put to death after deciding that his statements to FBI agents led directly to at least one death in the terrorist attacks of September 11, 2001.
Revised: A United States federal jury found self-confessed al-Qaida conspirator Zacarias Moussaoui eligible Monday to be put to death after deciding that his statements to FBI agents led directly to at least one death in the terrorist attacks of September 11, 2001.
Edit intent: clarity
Original: A  federal jury found self-confessed al-Qaida conspirator Zacarias Moussaoui eligible Monday to be put to death after deciding that his statements to FBI agents led directly to at least one death in the terrorist attacks of September 11, 2001.
Revised: A federal jury found self-confessed al-Qaida conspirator Zacarias Moussaoui eligible Monday to be put to death after deciding that his statements to FBI agents led directly to at least one death in the terrorist attacks on September 11, 2001.
Edit intent: clarity
Original:  Moussaoui's knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida officials sayng "he knew nothing" and he is "boasting" as Ramzi Binalshibh is the real 20th man.
Revised:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida officials sayng "he knew nothing" and he is "boasting" as Ramzi Binalshibh is the real 20th man.
Edit intent: clarity
Original: Moussaoui allegedly knew about the coming 9/11 attacks, but denied this knowledge to FBI agents .
Revised: Moussaoui is alleged to have had prior knownledge of the 9/11 attacks, but denied this knowledge to FBI agents .
Edit intent: clarity
Original:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida officials sayng "he knew nothing" and he is "boasting" as Ramzi Binalshibh is the real 20th man.
Revised:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui 's own testimony, and some al-Qaida officials sayng "he knew nothing" and he is "boasting" as Ramzi Binalshibh is the real 20th man.
Edit intent: clarity
Original:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida officials sayng "he knew nothing" and he is "boasting" as Ramzi Binalshibh is the real 20th man.
Revised:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida members have said that "he knew nothing" and he is "boasting" as Ramzi Binalshibh is the real 20th man.
Edit intent: clarity
Original:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida officials sayng "he knew nothing" and he is "boasting" as Ramzi Binalshibh is the real 20th man.
Revised:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida officials sayng "he knew nothing" and is "boasting" as Ramzi Binalshibh is the real 20th man.
Edit intent: fluency
Original:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida officials sayng "he knew nothing" and he is "boasting" as Ramzi Binalshibh is the real 20th man.
Revised:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida officials sayng "he knew nothing" and he is "boasting" of it and that Ramzi Binalshibh is the real 20th man.
Edit intent: clarity
Original:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida officials sayng "he knew nothing" and he is "boasting" as Ramzi Binalshibh is the real 20th man.
Revised:  The Moussaoui knowledge of 9/11 attacks are based on Moussaoui talking, some al-Qaida officials sayng "he knew nothing" and he is "boasting" as Ramzi Binalshibh is the actual ' 20th man.
Edit intent: fluency
Original:  Even a former FBIagent, Zebley said that "Moussaoui knew nothing about some key elements"  . Moussaoui is the only person the United States has brought before trial to face charges in connection with the nation's worst terrorist attack.
Revised:  Even a former FBIagent, Zebley said that "Moussaoui knew nothing about some key elements" . Moussaoui is the only person to face charges in connection with the nation's worst terrorist attack.
Edit intent: clarity
Original:  It was not expected that Moussaoui would testify on his own behalf during the trial, but he changed his mind and shockingly testified in the last week of March that he was the missing 20th member of the attack  .
Revised:  It was not expected that Moussaoui would testify on his own behalf during the trial, but he changed his mind and testified in the last week of March that he was the missing 20th member of the attack .
Edit intent: coherence
Original:  At the time, he denied being part of the 9/11 plot, saying he was being trained for a separate attack, but he changed his story when he took the stand and claimed he was supposed to have flown a hijacked jetliner into the White House that day.
Revised:  At the time, he denied being part of the 9/11 plot, saying he was being trained for a separate attack, but he changed his testimony when he took the stand and claimed he was supposed to have flown a hijacked jetliner into the White House that day.
Edit intent: clarity
Original:     Related new
Revised:  Next phase of the trial Now that this first phase of the trial to decide possible penalties is established, the jury of nine men and three women will hear more testimony, expected last as long as 3-months, on whether the 37-year-old Frenchman will face life inprisonment or execution. Related new
Edit intent: coherence
Original:  Delay has been linked to lobbist Jack Abramoff, who in January 2006 entered a guilty plea to charges conspiracy to corrupt public officials, mail fraud and tax evasion
Revised:  DeLay has been linked to lobbist Jack Abramoff, who in January 2006 entered a guilty plea to charges conspiracy to corrupt public officials, mail fraud and tax evasion
Edit intent: fluency
Original:  DeLay has  been linked to lobbyist Jack Abramoff, who in January 2006 entered a guilty plea to charges of conspiracy to corrupt public officials, mail fraud, and tax evasion
Revised:  DeLay has allegedly been linked to lobbyist Jack Abramoff, who in January 2006 entered a guilty plea to charges of conspiracy to corrupt public officials, mail fraud, and tax evasion
Edit intent: clarity
Original:  He then permanently relinquished his House leadership position in January 2006 to reduce the political liability to the Republican party in the mid-term elections.
Revised:  He then permanently relinquished his House leadership position in January 2006.
Edit intent: coherence
Original:  The company's PR guru Miles Jacobson was forced into an official denial of the story soon after the takeover news broke on Wednesday morning.
Revised:  The company's PR guru Miles Jacobson was forced into an official denial of the story soon after the takeover news broke on Tues morning.
Edit intent: style
Original:  The company's PR guru Miles Jacobson was forced into an official denial of the story soon after the takeover news broke on Tues morning.
Revised:  The company's PR guru Miles Jacobson was forced into an official denial of the story soon after the takeover news broke on Tuesday morning.
Edit intent: fluency
Original:  The Collyers themselves have as yet been unavailable for commen
Revised:  The Collyers themselves have as yet been unavailable for comment
Edit intent: fluency
Original: Rumours in London and Merseyside have linked Paul and Oliver Collyer, creators of  football management series Championship Manager, with an astonishing swoop for Premiership side Everton.
Revised: Rumours in London and Merseyside have linked Paul and Oliver Collyer, creators of the football management series Championship Manager, with an astonishing swoop for Premiership side Everton.
Edit intent: fluency
Original: Rumours in London and Merseyside have linked Paul and Oliver Collyer, creators of the football management series Championship Manager, with an astonishing swoop for Premiership side Everton.
Revised: Rumours in London and Merseyside have linked Paul and Oliver Collyer, creators of the football management series Championship Manager, with a possible bid for Premiership football team Everton.
Edit intent: clarity
Original: The University of Florida Gators beat the University of Calfornia, Los Angeles Bruins 73-57 in the w:RCA Dome |RCA Dome last night.
Revised: The University of Florida Gators beat the University of Calfornia, Los Angeles Bruins 73-57 in the RCA Dome last night.
Edit intent: fluency
Original:  Florida's early lead stayed throughout the game, with the Bruins unable to re-take the lead  
Revised:  Florida's early lead stayed throughout the game, with the Bruins unable to re-take the lead . 
Edit intent: fluency
Original:  His grandfather  a soccer professional.
Revised:  His grandfather was a soccer professional.
Edit intent: fluency
Original: Joakim Noah father Yannick was a french tennisman (now a singer) who won w: Roland Garros tennis tournament.
Revised: Joakim Noah father Yannick was a french tennisman (now a singer) who won Roland Garros tennis tournament.
Edit intent: fluency
Original:  He'll join Tony Parker to the french national basketball . tea
Revised:  He'll join Tony Parker to the french national basketball team
Edit intent: clarity
Original: Joakim Noah father Yannick was a french tennisman (now a singer) who won  Roland Garros tennis tournament.
Revised: Joakim Noah 's father Yannick Noah was a French tennis player (now a singer) who won Roland Garros tennis tournament.
Edit intent: fluency
Original: Joakim Noah father Yannick was a french tennisman (now a singer) who won  Roland Garros tennis tournament.
Revised: Joakim Noah father Yannick was a french tennisman (now a singer) who won the Roland Garros tennis tournament.
Edit intent: fluency
Original:  It's the first time a french basketball player win NCAA basketball championship  . He'll join Tony Parker to the french national basketball team
Revised:  It's the first time a french basketball player win NCAA basketball championship team . He'll join Tony Parker to the french national basketball team
Edit intent: fluency
Original:  It's the first time a french basketball player win NCAA basketball championship  . He'll join Tony Parker to the french national basketball team
Revised:  It's the first time a french basketball player win NCAA basketball championship . He'll join Tony Parker on the French national basketball team
Edit intent: clarity
Original: The University of Florida Gators beat the University of Calfornia, Los Angeles Bruins 73-57 in the RCA Dome last night.
Revised: The Gators beat the University of Calfornia, Los Angeles Bruins 73-57 in the RCA Dome last night.
Edit intent: clarity
Original: The University of Florida Gators beat the University of Calfornia, Los Angeles Bruins 73-57 in the RCA Dome last night.
Revised: The University of Florida Gators beat the Bruins 73-57 in the RCA Dome last night.
Edit intent: fluency
Original: The University of Florida Gators beat the University of Calfornia, Los Angeles Bruins 73-57 in the RCA Dome last night.
Revised: The University of Florida Gators beat the University of Calfornia, Los Angeles Bruins 73-57 in the last night.
Edit intent: clarity
Original:  The win gave the Gators their first NCAA basketball championship.
Revised:  The win gave the Gators their first championship.
Edit intent: clarity
Original:  Joakim Noah's father Yannick Noah was a French tennis player (now a singer) who won the Roland Garros tennis tournament.
Revised:  Joakim Noah's father was a French tennis player (now a singer) who won the Roland Garros tennis tournament.
Edit intent: clarity
Original:  Joakim Noah's father Yannick Noah was a French tennis player (now a singer) who won the Roland Garros tennis tournament.
Revised:  Joakim Noah's father Yannick Noah was a French tennis player (now a singer) who won the tennis tournament.
Edit intent: clarity
Original:  It's the first time a french basketball player has been part of a winning NCAA basketball championship team.
Revised:  It's the first time a french basketball player has been part of a winning championship team.
Edit intent: clarity
Original:  He'll join Tony Parker on the French national basketball team
Revised:  He'll join on the French national basketball team
Edit intent: clarity
Original:  The Danube , currently at 859cm higher than normal in Budapest is predicted to rise as high as 865, higher than in 2002, when floods swept across all Europe , and the Danube was 860 cm high .
Revised:  The Danube , currently at 859cm higher than its normal level in Budapest. Climatologists are predicting tha the river will crest as high as 865, higher than in 2002, when floods swept across all Europe , and the Danube was 860 cm high .
Edit intent: clarity
Original:  The riverside is no less under water, and the underground number 2 (M2) is currently at danger to be closed since one of its stations, Battyány tér is covered with water.
Revised:  The riverside is no less under water, and the underground number 2 (M2) is currently at danger of being closed since one of its stations, Battyány tér is covered with water.
Edit intent: clarity
Original:  According to water engineers  flood of this magnitude hasn't occured since 1838 when the ice coming down the river blocked it, creating a natural dam, which caused the water to flood everything behind i
Revised:  According to water engineers flood of this magnitude hasn't occured since 1838 when the ice coming down the river blocked it, creating a natural dam, which caused the water to flood everything behind it
Edit intent: fluency
Original:  According to Hungarian Water engineers, a flood of this magnitude hasn't occured since 1838 when the ice coming down the river blocked it, creating a natural dam, which caused the water to flood everything behind it  
Revised:  According to Hungarian Water engineers, a flood of this magnitude hasn't occured since 1838 when the ice coming down the river blocked it, creating a natural dam, which caused the water to flood everything behind it . 
Edit intent: fluency
Original: Image:Budapest _under_water_2. jpg|250px|Just 400 meters from the the building of the Legislature of Hungary in Budapest, the Danube Pest is under water]]
Revised: Image:Budapest under water 2. jpg|250px|Just 400 meters from the the building of the Legislature of Hungary in Budapest, the Danube Pest is under water]]
Edit intent: fluency