wanyu/IteraTeR_v2 huggingface dataset:
Original:  16 soldiers from the navy died in the attack and 25 got hurt .
Revised:  16 soldiers from the navy died in the attack and 25 were injured .
Edit intent: clarity
Original:  The attack started yesterday February 01 at 02:40 AM and finished at 05:20 AM . This was one of the most severe attacks of the FARC in last years.
Revised:  The attack started at 02:40 AM and finished at 05:20 AM . This was one of the most severe attacks of the FARC in last years.
Edit intent: clarity
Original:  The attack started yesterday February 01 at 02:40 AM and finished at 05:20 AM . This was one of the most severe attacks of the FARC in last years.
Revised:  The attack started yesterday February 01 at 02:40 and finished at 05:20 AM . This was one of the most severe attacks of the FARC in last years.
Edit intent: fluency
Original:  The attack started yesterday February 01 at 02:40 AM and finished at 05:20 AM . This was one of the most severe attacks of the FARC in last years.
Revised:  The attack started yesterday February 01 at 02:40 AM and finished at 05:20 AM . This was one of the most severe attacks made by the FARC in last years.
Edit intent: clarity
Original:  The attack started yesterday February 01 at 02:40 AM and finished at 05:20 AM . This was one of the most severe attacks of the FARC in last years.
Revised:  The attack started yesterday February 01 at 02:40 AM and finished at 05:20 AM . This was one of the most severe attacks of the FARC in the last few years.
Edit intent: clarity
Original:  They were 2 :30 AM when we could hear the cylinder exploding  like a bomb  at the house of my lieutenant.
Revised:  It was 02 :30 AM when we could hear the cylinder exploding like a bomb at the house of my lieutenant.
Edit intent: fluency
Original:  They were 2 :30 AM when we could hear the cylinder exploding  like a bomb  at the house of my lieutenant.
Revised:  They were 2 :30 when we heard the cylinder exploding like a bomb at the house of my lieutenant.
Edit intent: coherence
Original:  They were 2 :30 AM when we could hear the cylinder exploding  like a bomb  at the house of my lieutenant.
Revised:  They were 2 :30 AM when we could hear the cylinder exploding . It sounded like a bomb at the house of my lieutenant.
Edit intent: coherence
Original:  They were 2 :30 AM when we could hear the cylinder exploding  like a bomb  at the house of my lieutenant.
Revised:  They were 2 :30 AM when we could hear the cylinder exploding like a bomb . It was at the house of my lieutenant.
Edit intent: coherence
Original:  " " Our clients are disappointed in today's 4-3 split decision of the California Supreme Court.
Revised:  " Our clients are disappointed in today's 4-3 split decision of the California Supreme Court.
Edit intent: fluency
Original:  Cynthia O'Brien, who oversees testing at James Logan High School in Union City, expressed some exasperation over the on-again, off-again situation regarding the test.
Revised:  Cynthia O'Brien, who oversees testing at in Union City, expressed some exasperation over the on-again, off-again situation regarding the test.
Edit intent: clarity
Original: A spokesperson for stated : "[We] can confirm that Fabrice Muamba has now been discharged following several weeks of treatment.
Revised: A spokesperson for clarified : "[We] can confirm that Fabrice Muamba has now been discharged following several weeks of treatment.
Edit intent: clarity
Original:  , the current manager of Bolton Wanderers, described the news as "absolutely fantastic", going on to add that "everyone at the club is delighted" and the treatment provided to Muamba  was "outstanding   ".
Revised:  , the current manager of Bolton Wanderers, described the news as "absolutely fantastic", going on to add that "everyone at the club is delighted" and the treatment provided to Muamba was "outstanding ". ".
Edit intent: fluency
Original:  Tobin described Muamba's recovery as "incredible"  .
Revised:  Tobin described Muamba's recovery as "incredible" . However, Muamba's future in professional football appears uncertain at this stage .
Edit intent: coherence
Original: A United Nations report has shown that sports footwear companies are making progress towards ending the use of sweatshops and are implementing more worker-friendly codes of practice than clothing companies and retailers.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% The study, based upon interviews with hundreds of managers, activists, government officials, factory workers and worker representatives and visits to companies all over the world, goes on to suggest that workers should be given more powers to oversee conditions in their places of work.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% In some areas of the retail industry, there has been almost no compliance with codes of practice. Referenc
Revised: %DIFDELCMD < %DIFDELCMD < %%% Referenc
Edit intent: clarity
Original:  Rail services between Melbourne and Adelaide  are expected to be disrupted until early next week following a fatal crash between a truck and freight train in Lismore, Victoria 170 Km (105 miles) South-West of Melbourne.
Revised:  Rail services between Melbourne and Adelaide in Australia are expected to be disrupted until early next week following a fatal crash between a truck and freight train in Lismore, Victoria 170 Km (105 miles) South-West of Melbourne.
Edit intent: style
Original:  They also found loaded guns, fake passports and $ 50,000 in cash after they did a search in an Auckland home.
Revised:  They also found loaded guns, fake passports and $ 50,000 in cash while searching an Auckland home.
Edit intent: clarity
Original:  There was a M16 assault rifle, three handguns and a tiny pen gun, which is banned in New Zealand.
Revised:  Weapons discovered included a M16 assault rifle, three handguns and a tiny pen gun, which is banned in New Zealand.
Edit intent: clarity
Original:  Six people have been charged and are in custody, two New Zealander's , one person from Hong Kong and three from  China.
Revised:  Six people have been charged and are in custody, two New Zealanders , one person from Hong Kong and three from China.
Edit intent: fluency
Original:  This is 10 times bigger than any other drug bust in New Zealand  reports Detective Superintendent , Nick Perry.
Revised:  This is 10 times bigger than any other drug bust in New Zealand , reports Detective Superintendent , Nick Perry.
Edit intent: fluency
Original:  This is 10 times bigger than any other drug bust in New Zealand  reports Detective Superintendent , Nick Perry.
Revised:  This is 10 times bigger than any other drug bust in New Zealand reports Detective Superintendent Nick Perry.
Edit intent: fluency
Original: The * today approved a comprehensive immigration reform bill Thursday by a vote of 62-36.
Revised: The U.S. Senate today approved a comprehensive immigration reform bill Thursday by a vote of 62-36.
Edit intent: style
Original:  "I'm hopeful that we will come to a resolution and pass a bill," he said  
Revised:  "I'm hopeful that we will come to a resolution and pass a bill," he said . 
Edit intent: fluency
Original:  External link S. 2611, Comprehensive Immigration Reform Act of 2006, Congressional Budget Office, May 16, 2006 This is one of the first acts of the U.S. government where it has blatantly not represented the country's law-abiding citizens.
Revised:  External link S. 2611, Comprehensive Immigration Reform Act of 2006, Congressional Budget Office, May 16, This is one of the first acts of the U.S. government where it has blatantly not represented the country's law-abiding citizens.
Edit intent: fluency
Original: Australian Minister for Education, Science and Training, Julie Bishop visited the Australian Nuclear Science and Technology Organisation in Lucas Heights, New South Wales today  to inspect progress on Australia's newest nuclear research reactor OPAL.
Revised: Australian Minister for Education, Science and Training, Julie Bishop visited the Australian Nuclear Science and Technology Organisation in Lucas Heights, New South Wales today . The purpose of her visist was to inspect progress on Australia's newest nuclear research reactor OPAL.
Edit intent: clarity
Original:  The reactor, which will replace Australia's sole nuclear reactor - HIFAR will be used to research microbiology, biotechnology and gene therapy and for the production of agents used in nuclear medicine.
Revised:  The reactor, which will replace Australia's sole nuclear reactor - HIFAR will be used to research microbiology, biotechnology and gene therapy in addition to the production of agents used in nuclear medicine.
Edit intent: clarity
Original:  While Mrs Bishop was at ANSTO , she was presented with a report by independent consultant Professor John Gittus , which discussed the economics and safety of nuclear energy in Australia.
Revised:  The report presented to Mrs Bishop at ANSTO was written by Professor John Gittus , which discussed the economics and safety of nuclear energy in Australia.
Edit intent: clarity
Original:  While Mrs Bishop was at ANSTO , she was presented with a report by independent consultant Professor John Gittus , which discussed the economics and safety of nuclear energy in Australia.
Revised:  While Mrs Bishop was at ANSTO , she was presented with a report by independent consultant Professor John Gittus and discussed the economics and safety of nuclear energy in Australia.
Edit intent: coherence
Original:  The major conclusion of the study was that new generation nuclear power plants would be as competitive as new coal power plants in Australia.
Revised:  The major conclusion of the study was that new generation nuclear power plants would be as competitive as newer types of coal power plants in Australia.
Edit intent: clarity
Original:  Prof Gittus' report found that when the cost of environmental damage and carbon dioxide emissions from coal or gas fired power stations were considered that nuclear power becomes even more attractive.
Revised:  Prof Gittus' report found that when the cost of environmental damage and carbon dioxide emissions from coal or gas fired power stations were considered , nuclear power becomes even more attractive.
Edit intent: coherence
Original:  Prof Gittus' report found that when the cost of environmental damage and carbon dioxide emissions from coal or gas fired power stations were considered that nuclear power becomes even more attractive.
Revised:  Prof Gittus' report found that when the cost of environmental damage and carbon dioxide emissions from coal or gas fired power stations were considered that nuclear power becomes more attractive.
Edit intent: clarity
Original: The report presented to Mrs Bishop at ANSTO was written by Professor John Gittus and discussed the economics and safety of nuclear energy in Australia.
Revised: The report presented to Ms Bishop at ANSTO was written by Professor John Gittus and discussed the economics and safety of nuclear energy in Australia.
Edit intent: style
Original:  The report also found that nuclear energy is "the safest, most secure way of generating electricity with greater price stability in comparison to gas or coal power generation" according to Mrs Bishop.
Revised:  The report also found that nuclear energy is "the safest, most secure way of generating electricity with greater price stability in comparison to gas or coal power generation" according to Ms Bishop.
Edit intent: clarity
Original:  Speaking on the report, Mrs Bishop siad that she wishes for an evidence-based debate about nuclear energy in Australia.
Revised:  Speaking on the report, Ms Bishop siad that she wishes for an evidence-based debate about nuclear energy in Australia.
Edit intent: clarity
Original: Benazir Bhutto several years before her assasination.
Edit intent: coherence
Original:  Bhutto's former protocol minister Chaudhry Aslam petitioned the court to ensure a new first information report (FIR) was issued against a number of suspects, allowing them to be investigated.
Revised:  Bhutto's former protocol minister Chaudhry Aslam petitioned the court to ensure a new First Information Report (FIR) was issued against a number of suspects, allowing them to be investigated.
Edit intent: fluency
Original:  Bhutto's former protocol minister Chaudhry Aslam petitioned the court to ensure a new First Information Report (FIR) was issued against a number of suspects, allowing them to be investigated.
Revised:  Bhutto's former protocol minister petitioned the court to ensure a new First Information Report (FIR) was issued against a number of suspects, allowing them to be investigated.
Edit intent: clarity
Original:  "How can a sub-inspector have enough courage to probe someone at the helm of affairs?" asked Chief Justice Iftikhar Muhammad Chaudhry , sitting on a bench of three alongside Justice Tariq Parvez and Justice Khilji Arif Hussain .
Revised:  "How can a sub-inspector have enough courage to probe someone at the helm of affairs?" asked Chief Justice , sitting on a bench of three alongside Justice Tariq Parvez and Justice Khilji Arif Hussain .
Edit intent: clarity
Original: The Congress-Left coalition government at the Centre was asked by the Communist Party of India to advice the government of the state of Chattisgarh not to accept any offer by the U.S.A to help combat Naxalism in the area.
Revised: The Congress-Left coalition government at the Centre was asked by the Communist Party of India to advise the government of the state of Chattisgarh not to accept any offer by the U.S.A to help combat Naxalism in the area.
Edit intent: fluency
Original:  The CPI had recently critised the Centre for voting against Iran at the IAEA.
Revised:  The CPI had recently criticised the Centre for voting against Iran at the IAEA.
Edit intent: fluency
Original:  According to a press release on the campus's web site, accessed at 4:00pm CDT, the student's name had not been yet released.
Revised:  According to a press release on the campus's web site, the student's name had not been yet released.
Edit intent: clarity
Original: The school is one of 4 campuses , comprising the TSTC system.
Revised: The school is one of several campuses in the TSTC system.
Edit intent: clarity
Original: 17. Done Talking, winner of the w|Illinois Derby at Hawthorne, is owned by Skeedattle Stables.
Revised: 17. Done Talking, winner of the at Hawthorne, is owned by Skeedattle Stables.
Edit intent: fluency
Original:   12. Winner of , Prospective, is owned by .
Revised:  The jockey is . 12. Winner of , Prospective, is owned by .
Edit intent: coherence
Original:  He is trained by Mark Casse and his jockey will be . 13.
Revised:  He is trained by Mark Casse and his jockey is . 13.
Edit intent: clarity
Original:  His jockey will be .
Revised:  His jockey is .
Edit intent: clarity
Original:  His trainer is and he will be ridden by . 18. Son of Kentucky Derby 2006 runner-up Bluegrass Cat, Sabercat, is owned by Winchell Thoroughbreds.
Revised:  His trainer is and he is ridden by . 18. Son of Kentucky Derby 2006 runner-up Bluegrass Cat, Sabercat, is owned by Winchell Thoroughbreds.
Edit intent: clarity
Original:  He is trained by Steve Asmussen and will be ridden by . 19. I'll Have Another was the winner of the Santa Anita Derby at Santa Anita Park.
Revised:  He is trained by Steve Asmussen and ridden by . 19. I'll Have Another was the winner of the Santa Anita Derby at Santa Anita Park.
Edit intent: style
Original:  He is  trained by and his jockey is Mario Gutierrez.
Revised:  He is trained by and ridden by jockey is Mario Gutierrez.
Edit intent: clarity
Original:  He will be ridden by
Revised:  He is ridden by
Edit intent: clarity
Original:  He is trained by and his jockey will be . Borel had winning horses in 2009 and 2010. 9. Trinniberg is trained by Bisnath Parboo from Tranidad and his son, Shivananda Parhboo, is the owner of Shivananda Racing and the horse.
Revised:  He is trained by and his jockey was . Borel had winning horses in 2009 and 2010. 9. Trinniberg is trained by Bisnath Parboo from Tranidad and his son, Shivananda Parhboo, is the owner of Shivananda Racing and the horse.
Edit intent: clarity
Original:  The jockey is . 10. Daddy Nose Best was the winner of the at Sunland Park and The at Golden Gate.
Revised:  The jockey was . 10. Daddy Nose Best was the winner of the at Sunland Park and The at Golden Gate.
Edit intent: fluency
Original:  He is owned by Cathy and Bob Zollars, trained by , who is also training Sabercat, and his jockey is . 17. Done Talking, winner of the at Hawthorne, is owned by Skeedattle Stables.
Revised:  He is owned by Cathy and Bob Zollars, trained by , who is also training Sabercat, and his jockey was . 17. Done Talking, winner of the at Hawthorne, is owned by Skeedattle Stables.
Edit intent: fluency
Original:  He is trained by Hamilton Smith and his jockey is Sheldon Russell.
Revised:  He is trained by Hamilton Smith and his jockey was Sheldon Russell.
Edit intent: fluency
Original: jockey was the one who raced the horse I'll Have Another, who was (13-1 odds), past Bodemeister (6-1 odds) by 1 1/2 lengths.
Revised: jockey rode I'll Have Another, who was (13-1 odds), past Bodemeister (6-1 odds) by 1 1/2 lengths.
Edit intent: clarity
Original:  He is trained by and will be ridden by . 5. Dullahan is owned by Donegal Racing.
Revised:  He is trained by and was ridden by . 5. Dullahan is owned by Donegal Racing.
Edit intent: clarity
Original:  His trainer is and his jockey will be .
Revised:  His trainer is and his jockey was .
Edit intent: clarity
Original:  His jockey is .
Revised:  His jockey was .
Edit intent: fluency
Original:  He is ridden by
Revised:  He was ridden by
Edit intent: fluency
Original:  He is owned by in Cairo and his jockey is . 7. Rousing Sermon is owned by Larry and Marianne Williams, Tree Top Ranches.
Revised:  He is owned by in Cairo and his jockey was . 7. Rousing Sermon is owned by Larry and Marianne Williams, Tree Top Ranches.
Edit intent: fluency
Original:  His jockey is and he is trained by . 8. Creative Cause is owned by Heinz Steinmann and trained by Mike Harrington.
Revised:  His jockey was and he is trained by . 8. Creative Cause is owned by Heinz Steinmann and trained by Mike Harrington.
Edit intent: fluency
Original:  His jockey will be .
Revised:  His jockey was be .
Edit intent: clarity
Original: THE HORSES According  to the official Kentucky Derby website, the horses that competed this year in the Kentucky Derby by starting position include: 20. Liaison  is owned by Arnold Zetcher and trained by Bob Baffert.
Revised:  According to the official Kentucky Derby website, the horses that competed this year in the Kentucky Derby by starting position include: 20. Liaison is owned by Arnold Zetcher and trained by Bob Baffert.
Edit intent: fluency
Original: THE HORSES According  to the official Kentucky Derby website, the horses that competed this year in the Kentucky Derby by starting position include: 20. Liaison  is owned by Arnold Zetcher and trained by Bob Baffert.
Revised: THE HORSES According THE HORSESAccording to the official Kentucky Derby website, the horses that competed this year in the Kentucky Derby by starting position include: 20. Liaison is owned by Arnold Zetcher and trained by Bob Baffert.
Edit intent: style
Original: THE HORSES According  to the official Kentucky Derby website, the horses that competed this year in the Kentucky Derby by starting position include: 20. Liaison  is owned by Arnold Zetcher and trained by Bob Baffert.
Revised: THE HORSES According to the official Kentucky Derby website, the horses that competed this year in the Kentucky Derby by starting position include: 20. Liaison ''' is owned by Arnold Zetcher and trained by Bob Baffert.
Edit intent: fluency
Original: Brampton, ON mdash On Wednesday, May 31 at 6:30 pm, sculptor Alvaro Cervantes will host a meet and greet at the Visual Arts Brampton Creative Studio.
Revised: Brampton, ON -- On Wednesday, May 31 at 6:30 pm, sculptor Alvaro Cervantes will host a meet and greet at the Visual Arts Brampton Creative Studio.
Edit intent: fluency
Original: On Wednesday, May 31 at 6:30 p.m., sculptor Alvaro Cervantes will host a meet and greet at the Visual Arts Brampton Creative Studio.
Revised: On Wednesday, May 31 at 6:30 p.m., sculptor Alvaro Cervantes will host a meet and greet at the Creative Studio.
Edit intent: clarity
Original:  Alvaro has specialized in maquettes for 16 years, creating sculptures used by companies including Disney, Pixar, and Marvel Comics .
Revised:  Alvaro has specialized in for 16 years, creating sculptures used by companies including Disney, Pixar, and Marvel Comics .
Edit intent: clarity
Original:  Alvaro has specialized in maquettes for 16 years, creating sculptures used by companies including Disney, Pixar, and Marvel Comics .
Revised:  Alvaro has specialized in maquettes for 16 years, creating sculptures used by companies including , , and .
Edit intent: coherence
Original:  Some of his most recent work is for the Disney-Pixar film Cars , which will was released today in theatres.
Revised:  Some of his most recent work is for the Disney-Pixar film , which will was released today in theatres.
Edit intent: coherence
Original:  Cervantes has taught the workshop at Oakville's Sheridan College , home of a respected Animation BA program.
Revised:  Cervantes has taught the workshop at 's , home of a respected Animation BA program.
Edit intent: clarity
Original:  Cervantes has taught the workshop at Oakville's Sheridan College , home of a respected Animation BA program.
Revised:  Cervantes has taught the workshop at Oakville's Sheridan College , home of a respected Animation program.
Edit intent: clarity
Original:  [[Image:Bertie Ahern 2005.jpg|Irish Toaiseach (Prime Minister) Bertie Ahern]] [[Image:BlairL.jpg|British Prime Minister Tony Blair]] Toaiseach Bertie Ahern and the British Prime Minister, Tony Blair, will meet at Hillsborough Castle, possibly on June 27, to hold "intensive talks" with the parties and to establish a "clear timeline" to the restoration of devolved government in Northern Ireland.
Revised:  [[Image:Bertie Ahern 2005.jpg|Irish Taoiseach Bertie Ahern]] [[Image:BlairL.jpg|British Prime Minister Tony Blair]] Toaiseach Bertie Ahern and the British Prime Minister, Tony Blair, will meet at Hillsborough Castle, possibly on June 27, to hold "intensive talks" with the parties and to establish a "clear timeline" to the restoration of devolved government in Northern Ireland.
Edit intent: clarity
Original:  [[Image:Bertie Ahern 2005.jpg|Irish Toaiseach (Prime Minister) Bertie Ahern]] [[Image:BlairL.jpg|British Prime Minister Tony Blair]] Toaiseach Bertie Ahern and the British Prime Minister, Tony Blair, will meet at Hillsborough Castle, possibly on June 27, to hold "intensive talks" with the parties and to establish a "clear timeline" to the restoration of devolved government in Northern Ireland.
Revised:  [[Image:Bertie Ahern 2005.jpg|Irish Toaiseach (Prime Minister) Bertie Ahern]] [[Image:BlairL.jpg|British Prime Minister Tony Blair]] Taoiseach Bertie Ahern and the British Prime Minister, Tony Blair, will meet at Hillsborough Castle, possibly on June 27, to hold "intensive talks" with the parties and to establish a "clear timeline" to the restoration of devolved government in Northern Ireland.
Edit intent: fluency
Original:  The committee is expected to have three members from the four main parties (the DUP, UUP, SDLP and Sinn Fein ) and two from the Alliance Party.
Revised:  The committee is expected to have three members from the four main parties (the DUP, UUP, SDLP and Sinn Féin ) and two from the Alliance Party.
Edit intent: fluency
Original:  The Democratic Unionist Party will not sit on the committee if it leads to negotiations with the republicans as it continues not engage in direct talks with Sinn Fein nor will DUP take part in talks running alongside the talks between the parties and the premiers.
Revised:  The Democratic Unionist Party will not sit on the committee if it leads to negotiations with the republicans as it continues not engage in direct talks with Sinn Féin nor will DUP take part in talks running alongside the talks between the parties and the premiers.
Edit intent: fluency