wanyu/IteraTeR_v2 huggingface dataset:
Original:  The upset was not enough to take away his victory laurels, but the timing of his announcement came after being bitterly stung in defeat.
Revised:  The upset was not enough to take away his victory at the tournament, but his announcement came after being bitterly stung in defeat.
Edit intent: clarity
Original:  With the existance of many reversals in his notable career, there are some who won’t dismiss the possibility that the champion will return.
Edit intent: coherence
Original:  Kasparov’s ascendancy to the top in his profession came at a time of great change to the game.
Edit intent: clarity
Original:  At age 22, Kasparov became the youngest person ever to hold the title of world champion when he won it from fellow Russion , Anatoly Karpov, in 1985.
Revised:  At age 22, Kasparov became the youngest person ever to hold the title of world champion when he won it from fellow Russian , Anatoly Karpov, in 1985.
Edit intent: fluency
Original:  For a period of time Kaspsarov of the PCA  and Karpov, who reclaimed the top spot of the FIDE, both claimed to be world champions.
Revised:  For a period of time , Kasparov, of the PCA and Karpov, who reclaimed the top spot of the FIDE, both claimed to be world champions.
Edit intent: fluency
Original:  For a period of time Kaspsarov of the PCA  and Karpov, who reclaimed the top spot of the FIDE, both claimed to be world champions.
Revised:  For a period of time Kaspsarov of the PCA , and Karpov, who reclaimed the top spot of the FIDE, both claimed to be world champions.
Edit intent: fluency
Original:  It was, however, generally accepted that the ratings system developed by the FIDE held that Kasparov was the strongest playerof the two players, and in the end the PCA eventually fell apart in 1995.
Revised:  However, he ratings system developed by the FIDE held that Kasparov was the strongest playerof the two players, and in the end the PCA eventually fell apart in 1995.
Edit intent: coherence
Original:  It was, however, generally accepted that the ratings system developed by the FIDE held that Kasparov was the strongest playerof the two players, and in the end the PCA eventually fell apart in 1995.
Revised:  It was, however, generally accepted that the ratings system developed by FIDE held that Kasparov was the strongest playerof the two players, and in the end the PCA eventually fell apart in 1995.
Edit intent: fluency
Original:  It was, however, generally accepted that the ratings system developed by the FIDE held that Kasparov was the strongest playerof the two players, and in the end the PCA eventually fell apart in 1995.
Revised:  It was, however, generally accepted that the ratings system developed by the FIDE held that Kasparov was the stronger player. The PCA eventually fell apart in 1995.
Edit intent: clarity
Original:   Kasparov was at the top of the game when a team led by IBM introduced in 1996 Deep Blue, the strongest of the new class of chess playing computers.
Revised:  In 1996, Kasparov was at the top of the game when a team led by IBM introduced in 1996 Deep Blue, the strongest of the new class of chess playing computers.
Edit intent: coherence
Original:   Kasparov was at the top of the game when a team led by IBM introduced in 1996 Deep Blue, the strongest of the new class of chess playing computers.
Revised:  Kasparov was at the top of his game, when a team led by IBM introduced in 1996 Deep Blue, the strongest of the new class of chess playing computers.
Edit intent: clarity
Original:   Kasparov was at the top of the game when a team led by IBM introduced in 1996 Deep Blue, the strongest of the new class of chess playing computers.
Revised:  Kasparov was at the top of the game when a team led by IBM introduced Deep Blue, the strongest of the new class of chess playing computers.
Edit intent: clarity
Original:   Kasparov was at the top of the game when a team led by IBM introduced in 1996 Deep Blue, the strongest of the new class of chess playing computers.
Revised:  Kasparov was at the top of the game when a team led by IBM introduced in 1996 Deep Blue, the strongest of a new class of chess playing computers.
Edit intent: clarity
Original:  In a highly publicized face-off of man vs. machine, Kasparov prevailed to win the 6 game match.
Revised:  In a highly publicized face-off of man vs. machine, Kasparov won the 6 game match.
Edit intent: clarity
Original:  A year later, against an enhanced version of Deep Blue, he proved unequal to the task and blamed the loss on a variety of factors, the least of which should probably include fatigue against his tireless opponent.
Revised:  A year later, against an enhanced version of Deep Blue, he lost. He blamed the loss on a variety of factors, the least of which should probably include fatigue against his tireless opponent.
Edit intent: coherence
Original:  A year later, against an enhanced version of Deep Blue, he proved unequal to the task and blamed the loss on a variety of factors, the least of which should probably include fatigue against his tireless opponent.
Revised:  A year later, against an enhanced version of Deep Blue, he proved unequal to the task and blamed the loss on a variety of factors, including fatigue against his tireless opponent.
Edit intent: clarity
Original:  The Kasparov vs. the World online chess game in June 1999 brought together chess players of all skill levels from around the world in a cooperative effort to beat the reigning world champion.
Revised:  The Kasparov vs. the World online chess game in June 1999 brought together chess players from around the world in a cooperative effort to beat the reigning world champion.
Edit intent: clarity
Original:  Chess is battles, chess is struggles." (1) said the longtime world champion Garry Kasparov at the height of his carreer .
Revised:  Chess is battles, chess is struggles." (1) said the longtime world champion Garry Kasparov at the height of his career .
Edit intent: fluency
Original:  The news comes as Kasparov, now 41, declared an ambition to devote his energy into  politics of his native Russia.
Revised:  The news comes as Kasparov, now 41, declared an ambition to devote his energy into the politics of his native Russia.
Edit intent: fluency
Original:  Always mercurical in defeat, Kasparov lost his final game of tournament in a stunning upset by Veselin Topalov of Bulgaria.
Revised:  Always mercurial in defeat, Kasparov lost his final game of tournament in a stunning upset by Veselin Topalov of Bulgaria.
Edit intent: fluency
Original:  Always mercurical in defeat, Kasparov lost his final game of tournament in a stunning upset by Veselin Topalov of Bulgaria.
Revised:  Always mercurical in defeat, Kasparov lost his final game in tournament play in a stunning upset by Veselin Topalov of Bulgaria.
Edit intent: clarity
Original:  Kasparov won this match . 1) UR
Revised:  Kasparov won this match 1) UR
Edit intent: fluency
Original:  Kasparov won this match . 1) UR
Revised:  Kasparov won this match . 
Edit intent: coherence
Original:  He will partner with the the Russian group known as the Committee of Eight, whose members are attempting to influence the 2008 Russian election that will replace Putin.
Revised:  He will partner with the Russian group known as the Committee of Eight, whose members are attempting to influence the 2008 Russian election that will replace Putin.
Edit intent: fluency
Original:  He went public with his intentions from Linnares , Spain after winning a prestigious tournament there.
Revised:  He went public with his intentions from , Spain after winning a prestigious tournament there.
Edit intent: style
Original:  Always mercurial in defeat, Kasparov lost his final game in tournament play in a stunning upset by Veselin Topalov of Bulgaria.
Revised:  Always mercurial in defeat, Kasparov lost his final game in tournament play in a stunning upset by of Bulgaria.
Edit intent: clarity
Original:  In 1996, Kasparov was at the top of his game, when a team led by IBM introduced Deep Blue , the strongest of a new class of chess playing computers.
Revised:  In 1996, Kasparov was at the top of his game, when a team led by IBM introduced , the strongest of a new class of chess playing computers.
Edit intent: clarity
Original: A student at a high school in suburban Philadelphia shot himself at school with a rifle on Tuesday, school authorities said.
Edit intent: coherence
Original:  There was no immediate word on the student's condition and there were no other injuries reported.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Springfield High School buildings were locked down and encouraged parents to stay away until more information was available, a posting on the school's Web site said.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  The shooting occurred at the school in Montgomery County, about 15 miles (25 miles) north of Philadelphia, according to the Web site.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% "We have received a report that the student brought a rifle to the high school," the Web site said.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Reference
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: One male, a student believed to be in 11th grade, is dead after he shot himself once  at Springfield High School school located north of Phildadelphia , Pennsylvania and police are now searching the grounds for possible explosives.
Revised: One male, a student believed to be in 11th grade, is dead after he shot himself once at Springfield High School school located north of Philadelphia , Pennsylvania and police are now searching the grounds for possible explosives.
Edit intent: fluency
Original: One male, a student believed to be in 11th grade, is dead after he shot himself once  at Springfield High School school located north of Phildadelphia , Pennsylvania and police are now searching the grounds for possible explosives.
Revised: One male, a student believed to be in 11th grade, is dead after he shot himself once at Springfield High School school located north of Phildadelphia , Pennsylvania and police searched the grounds for possible explosives.
Edit intent: coherence
Original:  The student, whose name is not known, walked into the school and began to fire shots from his rifle into a hallway ceiling then shot himself according to the Springfield Township Police Chief, Randall Hummel.
Revised:  Halligan walked into the school and began to fire shots from his rifle into a hallway ceiling then shot himself according to the Springfield Township Police Chief, Randall Hummel.
Edit intent: clarity
Original:  According to Michael Delaurentis, 18 a witness and senior attending the school, the shooter was a "nice kid" and Delaurentis's father, who is also named Michael  described the shooter's family as "wonderful."
Revised:  According to Michael Delaurentis, 18 a witness and senior attending the school, the shooter was a "nice kid" and Delaurentis's father, also named Michael described the shooter's family as "wonderful."
Edit intent: fluency
Original:  According to Michael Delaurentis, 18 a witness and senior attending the school, the shooter was a "nice kid" and Delaurentis's father, who is also named Michael  described the shooter's family as "wonderful."
Revised:  According to Michael Delaurentis, 18 a witness and senior attending the school, the shooter was a "nice kid" and Delaurentis's father, who is also named Michael , described the shooter's family as "wonderful."
Edit intent: fluency
Original:  No other injuries to students have been reported and all students were safely evacuated to a middle school not far from the location of the shooting.
Revised:  No other injuries to students occurred and all students were safely evacuated to a middle school not far from the location of the shooting.
Edit intent: clarity
Original: Shane Halligan, a 16-year old student in 11th grade, is dead after he shot himself once with an AK-47 at Springfield High School school located north of Philadelphia, Pennsylvania and police searched the grounds for possible explosives.
Revised: Shane Halligan, a 16-year old student in 11th grade, is dead after he shot himself once with an AK-47 at Springfield High School located north of Philadelphia, Pennsylvania and police searched the grounds for possible explosives.
Edit intent: fluency
Original:  According to Montgomery County District Attorney Bruce L. Castor Jr., "The picture that's emerging is he was despondent over (the fact) his grades are down, his parents are taking appropriate steps to limit extracurricular activities to get the grades up, and he saw the things that he felt were important in his life being taken from him." but this is not the first time a weapon was brought onto school grounds.
Revised:  According to Montgomery County District Attorney Bruce L. Castor Jr., "The picture that's emerging is he was despondent over (the fact) that his grades were down, his parents are taking appropriate steps to limit extracurricular activities to get the grades up, and he saw the things that he felt were important in his life being taken from him." but this is not the first time a weapon was brought onto school grounds.
Edit intent: fluency
Original:  According to Montgomery County District Attorney Bruce L. Castor Jr., "The picture that's emerging is he was despondent over (the fact) his grades are down, his parents are taking appropriate steps to limit extracurricular activities to get the grades up, and he saw the things that he felt were important in his life being taken from him." but this is not the first time a weapon was brought onto school grounds.
Revised:  According to Montgomery County District Attorney Bruce L. Castor Jr., "The picture that's emerging is he was despondent over (the fact) his grades are down, his parents were taking appropriate steps to limit extracurricular activities to get the grades up, and he saw the things that he felt were important in his life being taken from him." but this is not the first time a weapon was brought onto school grounds.
Edit intent: fluency
Original:  At this point the first stage common booster core separated from the upper stage and payloa      
Revised:  At this point the first stage common booster core separated from the upper stage and payload. 
Edit intent: fluency
Original: A Lockheed-Martin built Atlas V launch vehicle, successfully launched from Cape Canaveral, FL at 21:42 UTC (4:42 p.m. EST ).
Revised: A built V launch vehicle, successfully launched from Cape Canaveral, FL at 21:42 UTC (4:42 p.m. EST ).
Edit intent: clarity
Original: A Lockheed-Martin built Atlas V launch vehicle, successfully launched from Cape Canaveral, FL at 21:42 UTC (4:42 p.m. EST ).
Revised: A Lockheed-Martin built Atlas V launch vehicle, successfully launched from , at 21:42 UTC (4:42 p.m. EST ).
Edit intent: coherence
Original: A Lockheed-Martin built Atlas V launch vehicle, successfully launched from Cape Canaveral, FL at 21:42 UTC (4:42 p.m. EST ).
Revised: A Lockheed-Martin built Atlas V launch vehicle, successfully launched from Cape Canaveral, FL at 21:42 (4:42 p.m. EST ).
Edit intent: style
Original: A Lockheed-Martin built Atlas V launch vehicle, successfully launched from Cape Canaveral, FL at 21:42 UTC (4:42 p.m. EST ).
Revised: A Lockheed-Martin built Atlas V launch vehicle, successfully launched from Cape Canaveral, FL at 21:42 UTC (4:42 p.m. ).
Edit intent: clarity
Original:  Now the spacecraft must attempt to open its solar arrays and place itself in the final geostationary orbit .
Revised:  Now the spacecraft must attempt to open its solar arrays and place itself in the final .
Edit intent: clarity
Original: The bodies of five women in the United Kingdom have been found dead in or around the county of Suffolk in the east of England.
Revised: The bodies of five women in the United Kingdom have been found in or around the county of Suffolk in the east of England.
Edit intent: clarity
Original: The bodies of five women in the United Kingdom have been found in or around the county of Suffolk in the east of England.
Revised: The bodies of five women within the United Kingdom have been found in or around the county of Suffolk in the east of England.
Edit intent: clarity
Original:  The latest victims were found on     12 December 2006 in a rural area a few hundred meters apart, and one body discovered within 40 minutes of the other.
Revised:  The latest victims were found on On 12 December 2006 in a rural area a few hundred meters apart, and one body discovered within 40 minutes of the other.
Edit intent: fluency
Original:  who murdered 13 women, mainly those who worked in prostitution, over a period of five years in northern England  . Suffolk Police have cited prostitutes to stay off the streets and women have been advised not to go out unaccompanied                 
Revised:  who murdered 13 women, mainly those who worked in prostitution, over a period of five years in northern England . Suffolk Police have cited prostitutes to stay off the streets and women have been advised not to go out unaccompanied References 
Edit intent: fluency
Original: Location of Suffolk within England Location of Ipswich within Suffolk In December 2006, the bodies of five murdered women were discovered at different locations near Ipswich in Suffolk, United Kingdom .
Revised: Location of Suffolk within England The bodies of five murdered women were discovered at different locations near Ipswich in Suffolk, United Kingdom .
Edit intent: coherence
Original:  At a press conference on 10 December, detectives from the Suffolk Constabulary issued a warning to all women in Ipswich not to work the streets, and revealed they had received offers of assistance from neighbouring police forces, particularly Norfolk, in their hunt for the killer or killers.
Revised:  At a press conference on 10 
Edit intent: clarity
Original:  During the course of the press briefings, DCS Gull stated that over 200 police officers were involved in the investigation, and some 400-450 calls were being received daily by detectives.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% On 15 December Suffolk Constabulary website revealed that a total of 7,300 telephone calls had been made to police regarding the investigation, and that over 250 police staff were working on the cases, with support from 26 other police forces.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Police have contacted 300 registered sex offenders in Suffolk regarding the attacks%DIFDELCMD < %DIFDELCMD < %%% A friend of Gemma Adams, who also works as a vice girl in Ipswich has revealed that she was interviewed by the police on Sunday 17th Dec, after volunteering information about 'strange' conversations that Gemma mentioned having with an unknown regular client in the weeks before she went missing.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% A friend of Gemma Adams, who also works as a vice girl in Ipswich has revealed that she was interviewed by the police on Sunday 17th Dec, after volunteering information about 'strange' conversations that Gemma mentioned having with an unknown regular client in the weeks before she went missing.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Coverage of related issues The murders have refocussed press attention on a number of continuing issues and controversies that persist in British politics.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: clarity
Original: %DIFDELCMD < %DIFDELCMD < %%% Local response to events In response to the killings a Reclaim the Night is being organised for Friday, 29 December.
Revised: %DIFDELCMD < %DIFDELCMD < %%% In response to the killings a Reclaim the Night is being organised for Friday, 29 December.
Edit intent: clarity
Original:  See also%DIFDELCMD < %DIFDELCMD < %%% Unsolved murders in the UK Serial killer Spree killer Media resources Ipswich murdered or missing women, BBC News Red Light Murders, Ipswich Evening Star Vice Girl Murders, East Anglian Daily Times Special report: Suffolk murders - The Guardian Continually updated listing of relevant news stories at the Guardian site, profiles of victims (both confirmed and assumed) and other information.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Unsolved murders in the UK Serial killer Spree killer Media resources Ipswich murdered or missing women, BBC News Red Light Murders, Ipswich Evening Star Vice Girl Murders, East Anglian Daily Times Special report: Suffolk murders - The Guardian Continually updated listing of relevant news stories at the Guardian site, profiles of victims (both confirmed and assumed) and other information.
Edit intent: clarity
Original:  See also%DIFDELCMD < %DIFDELCMD < %%% Unsolved murders in the UK Serial killer Spree killer Media resources Ipswich murdered or missing women, BBC News Red Light Murders, Ipswich Evening Star Vice Girl Murders, East Anglian Daily Times Special report: Suffolk murders - The Guardian Continually updated listing of relevant news stories at the Guardian site, profiles of victims (both confirmed and assumed) and other information.
Revised:  See also%DIFDELCMD < %DIFDELCMD < %%% Media resources Ipswich murdered or missing women, BBC News Red Light Murders, Ipswich Evening Star Vice Girl Murders, East Anglian Daily Times Special report: Suffolk murders - The Guardian Continually updated listing of relevant news stories at the Guardian site, profiles of victims (both confirmed and assumed) and other information.
Edit intent: coherence
Original:  The case for legalised prostitution is clear - Alice Miles - The Times, December 13 2006 Drugs: why we should medicalise, not criminalise (examining UK drug laws as they relate to the Suffolk case) - Mary Ann Sieghart - The Times, December 14 2006 References%DIFDELCMD < %DIFDELCMD < %%% Category:Ipswich Category:2006 in England Category:Unsolved murders Category:Suffolk Category:Murder in England%DIFDELCMD < %DIFDELCMD < %%% nl:Suffolk murde
Revised:  The case for legalised prostitution is clear - Alice Miles - The Times, December 13 2006 Drugs: why we should medicalise, not criminalise (examining UK drug laws as they relate to the Suffolk case) - Mary Ann Sieghart - The Times, December 14 2006 %DIFDELCMD < %DIFDELCMD < %%% Category:Ipswich Category:2006 in England Category:Unsolved murders Category:Suffolk Category:Murder in England%DIFDELCMD < %DIFDELCMD < %%% nl:Suffolk murde
Edit intent: fluency
Original:  The case for legalised prostitution is clear - Alice Miles - The Times, December 13 2006 Drugs: why we should medicalise, not criminalise (examining UK drug laws as they relate to the Suffolk case) - Mary Ann Sieghart - The Times, December 14 2006 References%DIFDELCMD < %DIFDELCMD < %%% Category:Ipswich Category:2006 in England Category:Unsolved murders Category:Suffolk Category:Murder in England%DIFDELCMD < %DIFDELCMD < %%% nl:Suffolk murde
Revised:  The case for legalised prostitution is clear - Alice Miles - The Times, December 13 2006 Drugs: why we should medicalise, not criminalise (examining UK drug laws as they relate to the Suffolk case) - Mary Ann Sieghart - The Times, December 14 2006 References%DIFDELCMD < %DIFDELCMD < %%% %DIFDELCMD < %DIFDELCMD < %%% nl:Suffolk murde
Edit intent: coherence
Original: Suffolk Police have cited prostitutes to stay off the streets and women have been advised not to go out unaccompanied .
Revised: Suffolk Police have cited prostitutes to stay off the streets and women have been advised not to go out unaccompanied 
Edit intent: fluency
Original:  Man Arrested%DIFDELCMD < %DIFDELCMD < %%% Detectives investigating the alleged murders of five prostitutes are questioning a 37-year-old man.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Detectives investigating the alleged murders of five prostitutes are questioning a 37-year-old man.
Edit intent: coherence