wanyu/IteraTeR_v2 huggingface dataset:
Original:  Linguistics: A team from the University of Barcelona, who discovered that rats cannot tell the difference between Japanese and Dutch when spoken backwards.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Literature: Glenda Browne of Blue Mountains, Australia, for her study on how the word "The" confuses people when they try to put things in alphabetical order.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Peace: The US Air Force Wright Laboratory for trying to develop a "Gay bomb" that would turn enemy soldiers homosexual.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Nutrition: Brian Wansink of Cornell University for his investigation into the limits of the human appetite, by using a self-refilling "bottomless" bowl of soup.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Economics: Kuo Cheng Hsieh of Taiwan, for patenting a machine that catches bank robbers by dropping a net on top of them.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Aviation: A team from the National University of Quilmes, Argentina, for discovering that impotency drugs can help hamsters recover from jet lag
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  The union is pushing for a pay increase of €2,500 per month for starting drivers  
Revised:  The union is pushing for a pay increase of €2,500 per month for starting drivers . 
Edit intent: fluency
Original:  The offer also stated that if the train drivers are willing to work even more hours per week, they could be eligible for a pay increase of up to 9.5 percent  
Revised:  The offer also stated that if the train drivers are willing to work even more hours per week, they could be eligible for a pay increase of up to 9.5 percent . 
Edit intent: fluency
Original:  Georg Milbradt, chief negotiator for Germany's state governments, said that giving equal wages to the drivers in former East Germany would be extremely difficult  
Revised:  Georg Milbradt, chief negotiator for Germany's state governments, said that giving equal wages to the drivers in former East Germany would be extremely difficult . 
Edit intent: fluency
Original:  Live NASA coverage of the docking and hatch opening will be shown on NASA TV beginning at 9 p.m. Saturday and can be viewed on Internet TV at URL (Free Real Player or Windows Media Player required 
Revised:  Live NASA coverage of the docking and hatch opening will be shown on NASA TV beginning at 9 p.m. Saturday and can be viewed on Internet TV at URL (Free Real Player or Windows Media Player required )
Edit intent: fluency
Original:  So that's an ego-enhancing situation, but you are always going to be lower than the celebrity, no matter wha [   [     ]  ]  
Revised:  So that's an ego-enhancing situation, but you are always going to be lower than the celebrity, no matter wha [Laughs [ ] ] 
Edit intent: coherence
Original:  So that's an ego-enhancing situation, but you are always going to be lower than the celebrity, no matter wha [   [     ]  ]  
Revised:  So that's an ego-enhancing situation, but you are always going to be lower than the celebrity, no matter wha [ [ DS: What's a lesson your father taught you? MM: He always taught me that all you need is nerve. We used to watch variety shows on TV and he'd say, "See that, Michael, they have no talent; all you need is nerve." ] ] 
Edit intent: coherence
Original:  So that's an ego-enhancing situation, but you are always going to be lower than the celebrity, no matter wha [   [     ]  ]  
Revised:  So that's an ego-enhancing situation, but you are always going to be lower than the celebrity, no matter wha [ [ ] DS: It's so true, isn't it? MM: I guess... it helps to have talent too, though, and thankfully I have it in spades! ] 
Edit intent: coherence
Original:  DS: What do you prefer: gossip columnist, journalist or celebrity reporter?
Revised: On writing a gossip column DS: What do you prefer: gossip columnist, journalist or celebrity reporter?
Edit intent: clarity
Original:  DS: You are a   [   [     sharp critic of the gay community, almost in the mold of Larry Kramer— MM: —not quite— DS: —not completely, but in terms of criticizing apathy and the party lifestyle of the gay community where they do not focus on meaningful issues.
Revised:  DS: You are a On celebrities [ [ sharp critic of the gay community, almost in the mold of Larry Kramer— MM: —not quite— DS: —not completely, but in terms of criticizing apathy and the party lifestyle of the gay community where they do not focus on meaningful issues.
Edit intent: fluency
Original:  DS: You are a   [   [     sharp critic of the gay community, almost in the mold of Larry Kramer— MM: —not quite— DS: —not completely, but in terms of criticizing apathy and the party lifestyle of the gay community where they do not focus on meaningful issues.
Revised:  DS: You are a [ [ DS: You are a sharp critic of the gay community, almost in the mold of Larry Kramer— MM: —not quite— DS: —not completely, but in terms of criticizing apathy and the party lifestyle of the gay community where they do not focus on meaningful issues.
Edit intent: fluency
Original:  DS: How so ?
Revised:  s not what I intended. I'm looking at buying an apartment now and it's horrifying. DS: Do you miss the old New York ?
Edit intent: coherence
Original:  MM: Ohyeah, I mean, there's so many names I can't even list them%DIFDELCMD < [%%% Laughs .
Revised:  MM: Ohyeah, I mean, there's so many names I can't even list them%DIFDELCMD < [%%% .
Edit intent: coherence
Original:  Laughs%DIFDELCMD < ] %%% Vincent Gallo, who hates everybody , was leaving me nasty messages on my home machine, calling me Miss Musto.
Revised:  %DIFDELCMD < ] %%% Vincent Gallo, who hates everybody , was leaving me nasty messages on my home machine, calling me Miss Musto.
Edit intent: fluency
Original:  So ]    [   [    don't give me that horse shit.
Revised:  So Laughs] [ [ don't give me that horse shit.
Edit intent: coherence
Original:  So ]    [   [    don't give me that horse shit.
Revised:  So ] I'm wearing my flip flops in October, what's the problem (he said with a joke)! [ [ don't give me that horse shit.
Edit intent: coherence
Original:  So ]    [   [    don't give me that horse shit.
Revised:  So ] [Laughs [ don't give me that horse shit.
Edit intent: coherence
Original:  MM: I wouldn't build an arc, because I saw '' Evan Almighty and that was awful.
Revised:  MM: I wouldn't build an arc, because I saw Evan Almighty and that was awful.
Edit intent: fluency
Original:  Good luck trying to rule over hippos and wildebeasts .
Revised:  Good luck trying to rule over hippos and wildebeests .
Edit intent: clarity
Original:  In the 90's there was a group that put up those 'Absolutely Queer: Jodi Foster' and Merv Griffin  ?
Revised:  In the 90's there was a group that put up those 'Absolutely Queer: Jodi Foster' and Merv Griffin posters ?
Edit intent: clarity
Original:  It's not going to happen that way  
Revised:  It's not going to happen that way ! 
Edit intent: fluency
Original: DS: Sound scratchy.
Revised: DS: Sounds scratchy.
Edit intent: fluency
Original:  I make fun of myself before anybody, so that kind of frees me to last out at other people.
Revised:  I make fun of myself before anybody, so that kind of frees me to lash out at other people.
Edit intent: fluency
Original:  Last night I talked to Kenneth Branaugh , who directed Sleuth, and the publicist had to approve me, talk to him, and then I saw him talk to his publicist and say, "Michael Musto...is that okay?"
Revised:  Last night I talked to Kenneth Branagh , who directed Sleuth, and the publicist had to approve me, talk to him, and then I saw him talk to his publicist and say, "Michael Musto...is that okay?"
Edit intent: fluency
Original:  November 11 - Norway: Bergen Usf November 12 - Norway: [venue to be announced] November 13 - Norway: Oslo Rockefeller November 14 - Norway: Stavanger Folken November 15 - [to be announced] November 16 - Sweden: Ostersund Eventhuset November 17 - Sweden: Karlstadt Nöjesfabriken November 18 - Sweden: Gothenburg Trädgarn November 24 - Latvia: Riga Sapnu Fabrika November 25 - Estonia: Tallin Rock Café November 30 - Germany: Chemnitz Hellraiser E.V.
Revised:  November 11 - Norway: Bergen Usf November 12 - Norway: [venue to be announced] November 13 - Norway: Oslo Rockefeller November 14 - Norway: Stavanger Folken November 15 - [to be announced] November 16 - Sweden: Ostersund Eventhuset November 17 - Sweden: Karlstadt Nöjesfabriken November 18 - Sweden: Gothenburg Trädgarn November 24 - Latvia: Riga Sapnu Fabrika November 25 - Estonia: Tallinn Rock Café November 30 - Germany: Chemnitz Hellraiser E.V.
Edit intent: fluency
Original:  Since the World Trade Center attacks the United States has increased by a factor of over 40 the funding for research related to potential biological weapons as well as other virulent infectious diseases, such as Anthrax, Ebola and Smallpox.
Revised:  Since the September 11, 2001 attacks the United States has increased by a factor of over 40 the funding for research related to potential biological weapons as well as other virulent infectious diseases, such as Anthrax, Ebola and Smallpox.
Edit intent: style
Original:  In this riding the Tory, Mz. Taylor, is opposed although I have heard some waffling on ‘philosophical support.’
Revised:  In this riding the Tory, Ms Taylor, is opposed although I have heard some waffling on ‘philosophical support.’
Edit intent: fluency
Original: Some of the top 20, in order, were Finland, Iceland, Norway, Sweden, Austria  Switzerland, Ireland, Australia, Uruguay, Denmark, Canada, Japan, Israel, Italy, Slovenia, France, Netherlands, Portugal, New Zealand and Greece.
Revised: Some of the top 20, in order, were Finland, Iceland, Norway, Sweden, Austria , Switzerland, Ireland, Australia, Uruguay, Denmark, Canada, Japan, Israel, Italy, Slovenia, France, Netherlands, Portugal, New Zealand and Greece.
Edit intent: fluency
Original: The  African Burial Ground National Monument in  New York City was dedicated today.
Revised: The w: African Burial Ground National Monument in New York City was dedicated today.
Edit intent: fluency
Original: The  African Burial Ground National Monument in  New York City was dedicated today.
Revised: The African Burial Ground National Monument in w: New York City was dedicated today.
Edit intent: fluency
Original:  It was designated a  National Historic Landmark in 1993, after being rediscovered in 1991.
Revised:  It was designated a w: National Historic Landmark in 1993, after being rediscovered in 1991.
Edit intent: fluency
Original:  Many may be unaware of slavery in New York City , but it was present, and this monument makes it impossible to forget.
Revised:  Many may be unaware of slavery in New York , but it was present, and this monument makes it impossible to forget.
Edit intent: clarity
Original:  See  List of National Historic Landmarks in New York City
Revised:  See w: List of National Historic Landmarks in New York City
Edit intent: fluency
Original: The w: African Burial Ground National Monument in w: New York City was dedicated today.
Revised: The African Burial Ground National Monument in w: New York City was dedicated today.
Edit intent: fluency
Original: The w: African Burial Ground National Monument in w: New York City was dedicated today.
Revised: The w: African Burial Ground National Monument in New York City was dedicated today.
Edit intent: fluency
Original:  It was designated a w: National Historic Landmark in 1993, after being rediscovered in 1991.
Revised:  It was designated a National Historic Landmark in 1993, after being rediscovered in 1991.
Edit intent: fluency
Original:   Many may be unaware of slavery in New York, but it was present, and this monument makes it impossible to forget.
Revised:  "The African Burial Ground National Monument will promote understanding of related resources, encourage continuing research, and present interpretive opportunities and programs for visitors to better understand and honor the culture and vital contributions of generations of Africans and Americans of African descent to our Nation," said Bush in the proclamation, vowing to make sure the site is protected. Many may be unaware of slavery in New York, but it was present, and this monument makes it impossible to forget.
Edit intent: coherence
Original:  A patched-up Reds defence saw Gerard Pique and Danny Simpson included alongside Rio Ferdinand and Patrice Evra , and the two youngster turned in outstanding performances . Visiting goalkeeper Chris Kirkland was only required to be at his best once in the first half, and that came in clawing away a header from his own defender, Salomon Olembe, who inadvertently diverted Carlos Tevez’s cross goalwards .
Revised:  A patched-up Reds defence saw Gerard Pique and Danny Simpson included alongside Rio Ferdinand and Patrice Evra . Visiting goalkeeper Chris Kirkland was only required to be at his best once in the first half, and that came in clawing away a header from his own defender, Salomon Olembe, who inadvertently diverted Carlos Tevez’s cross goalwards .
Edit intent: coherence
Original:  A patched-up Reds defence saw Gerard Pique and Danny Simpson included alongside Rio Ferdinand and Patrice Evra , and the two youngster turned in outstanding performances . Visiting goalkeeper Chris Kirkland was only required to be at his best once in the first half, and that came in clawing away a header from his own defender, Salomon Olembe, who inadvertently diverted Carlos Tevez’s cross goalwards .
Revised:  A patched-up Reds defence saw Gerard Pique and Danny Simpson included alongside Rio Ferdinand and Patrice Evra , and the two youngster turned in outstanding performances . Visiting goalkeeper Chris Kirkland was only required to be at his best once in the first half, and that came in clawing away a header from his own defender, Salomon Olembe, who inadvertently diverted Carlos Tevez’s cross goalwards 
Edit intent: fluency
Original:  A patched-up Reds defence saw Gerard Pique and Danny Simpson included alongside Rio Ferdinand and Patrice Evra .
Revised:  A patched-up Reds defence saw Gerard Pique and Danny Simpson included alongside Rio Ferdinand and Patrice Evra 
Edit intent: fluency
Original:  They were rarely tested sternly by a Wigan side intent on containing United, a gameplan which worked for the first 45 minutes as the visitors managed to keep the Reds largely at arm's length.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Visiting goalkeeper Chris Kirkland was only required to be at his best once in the first half, and that came in clawing away a header from his own defender, Salomon Olembe, who inadvertently diverted Carlos Tevez’s cross goalwards
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  More than fifty people have been killed after a plane crashed in the Democratic Republic of  Congo, causing president Joseph Kabila to fire his transport minister.
Revised:  More than fifty people have been killed after a plane crashed in the Democratic Republic of the Congo, causing president Joseph Kabila to fire his transport minister.
Edit intent: fluency
Original:  This has, however, been confirmed as accurate for the pilot and co-pilot      
Revised:  This has, however, been confirmed as accurate for the pilot and co-pilot . 
Edit intent: fluency
Original:  This has, however, been confirmed as accurate for the pilot and co-pilot   .
Revised:  This has, however, been confirmed as accurate for the pilot and co-pilot . .
Edit intent: fluency
Original:  He feels his dismisal is unjust, saying "Measures had been taken...
Revised:  He feels his dismissal is unjust, saying "Measures had been taken...
Edit intent: fluency
Original:  However, after about ten minutes, the plane suddenyl plunged down into a market and houses in a residential area.
Revised:  However, after about ten minutes, the plane suddenly plunged down into a market and houses in a residential area.
Edit intent: fluency
Original:  The Russian Foreign ministry reported that upon takeoff the plane lost a propellor , and that a wing sheared off when the plane impacted a bank of trees.
Revised:  The Russian Foreign ministry reported that upon takeoff the plane lost a propeller , and that a wing sheared off when the plane impacted a bank of trees.
Edit intent: fluency
Original:  An emergency meeting of Cogno 's cabinet was held yestertday to investigate how existing air safety regulations could be improved, including possibilities of better inspections and tougher penalties for non-conformers.
Revised:  An emergency meeting of Congo 's cabinet was held yestertday to investigate how existing air safety regulations could be improved, including possibilities of better inspections and tougher penalties for non-conformers.
Edit intent: fluency
Original:  An emergency meeting of Cogno 's cabinet was held yestertday to investigate how existing air safety regulations could be improved, including possibilities of better inspections and tougher penalties for non-conformers.
Revised:  An emergency meeting of Cogno 's cabinet was held yesterday to investigate how existing air safety regulations could be improved, including possibilities of better inspections and tougher penalties for non-conformers.
Edit intent: fluency
Original:  The International Air Transport Association has described Cogno 's aviation safety record as 'an embarassmant ', while all Congolese airlines except Hewa Bora Airways are on the List of air carriers banned in the EU
Revised:  The International Air Transport Association has described Congo 's aviation safety record as 'an embarassmant ', while all Congolese airlines except Hewa Bora Airways are on the List of air carriers banned in the EU
Edit intent: fluency
Original:  The International Air Transport Association has described Cogno 's aviation safety record as 'an embarassmant ', while all Congolese airlines except Hewa Bora Airways are on the List of air carriers banned in the EU
Revised:  The International Air Transport Association has described Cogno 's aviation safety record as 'an embarrassment ', while all Congolese airlines except Hewa Bora Airways are on the List of air carriers banned in the EU
Edit intent: fluency
Original:  Zaheer Khan (3) was then caught, and India was all out when captain Mahendra Dhoni was also caught during th 47th over after making the highest score of the innings - 58. Sreesanth remained with not out for 7 runs.
Revised:  Zaheer Khan (3) was then caught, and India was all out when captain Mahendra Dhoni was also caught during the 47th over after making the highest score of the innings - 58. Sreesanth remained with not out for 7 runs.
Edit intent: fluency
Original: 150px Jonny Wilkinson kicked defending champions England to a 12-10 victory over Australia in the first quarter final match of the 2007 Rugby World Cup at Stade Vélodrome, Marseille, France.
Revised: 150px England advanced to the semi-final stage of the 2007 Rugby World Cup with a 12-10 victory over Australia in the first quarter final match of the 2007 Rugby World Cup at Stade Vélodrome, Marseille, France.
Edit intent: clarity
Original: 150px Jonny Wilkinson kicked defending champions England to a 12-10 victory over Australia in the first quarter final match of the 2007 Rugby World Cup at Stade Vélodrome, Marseille, France.
Revised: 150px Jonny Wilkinson kicked defending champions England to a 12-10 victory over Australia in the first quarter-final of the tournament at Stade Vélodrome, Marseille, France.
Edit intent: clarity
Original:   Stirling Mortlock opened the scoring for Australia with a penalty  but missed two  chances to extend their lead early on.
Revised:  Stirling Mortlock opened the scoring for Australia with a penalty , but missed two chances to extend their lead early on.
Edit intent: fluency
Original:   Stirling Mortlock opened the scoring for Australia with a penalty  but missed two  chances to extend their lead early on.
Revised:  Stirling Mortlock opened the scoring for Australia with a penalty but missed two other chances to extend their lead early on.
Edit intent: clarity
Original:  England went ahead after two penalties from Jonny Wilkinson, but Lote Tuqiri scored a try for Australia to lead 10-6 at half time  .
Revised:  England went ahead after two penalties from Jonny Wilkinson, however Australia regained their lead as Lote Tuqiri scored a try for Australia to lead 10-6 at half time .
Edit intent: coherence
Original:  Wilkinson added two more penalties for England , while Australia, who missed a late penalty and two drop goal attempts, failed to score in the second half . England  will play the winner of this evening's match between New Zealand and France in the semi final stage of the tournament .
Revised:  Wilkinson added two more penalties for England , while Australia, who missed a late penalty and two drop goal attempts, failed to score in the second half . England , who have improved after faltering early in their campaign, hung on to reach the semi-finals, where they will play the winner of this evening's match between New Zealand and France in the semi final stage of the tournament .
Edit intent: coherence
Original:  Wilkinson added two more penalties for England , while Australia, who missed a late penalty and two drop goal attempts, failed to score in the second half . England  will play the winner of this evening's match between New Zealand and France in the semi final stage of the tournament .
Revised:  Wilkinson added two more penalties for England , while Australia, who missed a late penalty and two drop goal attempts, failed to score in the second half . England will play the winner of this evening's match between New Zealand and France .
Edit intent: clarity
Original: A New Zealand Marilyn Manson gig was evacuated after a fire sacre, it has been reported.
Revised: A New Zealand Marilyn Manson gig was evacuated after a fire scare.
Edit intent: clarity
Original:  On-site security stoped the performer from continueing and asked the audience to leave immediatly .
Revised:  On-site security stopped the performer from continueing and asked the audience to leave immediatly .
Edit intent: fluency
Original:  On-site security stoped the performer from continueing and asked the audience to leave immediatly .
Revised:  On-site security stoped the performer from continuing and asked the audience to leave immediatly .
Edit intent: fluency
Original:  On-site security stoped the performer from continueing and asked the audience to leave immediatly .
Revised:  On-site security stoped the performer from continueing and asked the audience to leave immediately .
Edit intent: fluency
Original:  Fire and ambulance crews respinded , but discovered that the alarms had been caused by dry ice smoke machines.
Revised:  Fire and ambulance crews responded , but discovered that the alarms had been caused by dry ice smoke machines.
Edit intent: fluency
Original: Manson was able to continue his performance after a delay of ten minutes . David Bredin, Control Regulations Act in 1975.
Revised: Manson was able to continue his performance after a delay of ten minutes David Bredin, Control Regulations Act in 1975.
Edit intent: fluency
Original:  According to anonymous sources cited in the New York Times article, the classified 2005 legal opinion contained "an expansive endorsement of the harshest interrogation techniques ever used by the Central Intelligence Agency," and explicitly authorized the use of tactics including head-slapping, frigid temperatures, and the simulated drowning technique known as waterboarding against terror suspects.
Edit intent: coherence
Original:  In response to the lawsuit, John Hagee a ORU board member, said the university's executive board "is conducting a full and thorough investigation  ."
Revised:  John Hagee a ORU board member, said the university's executive board "is conducting a full and thorough investigation ."
Edit intent: clarity