wanyu/IteraTeR_v2 huggingface dataset:
Original:  Today's rally is the index' biggest single-day percentage-gain in nearly 4 years.
Revised:  Today's rally is the index' single-day percentage-gain in nearly 4 years.
Edit intent: clarity
Original:  The   Nasdaq Composite Index rose 49.94 to close at 2,701.73 and the S P 500 Index climbed 28.94 to 1, 547.70
Revised:  The S Nasdaq Composite Index rose 49.94 to close at 2,701.73 and the S P 500 Index climbed 28.94 to 1, 547.70
Edit intent: fluency
Original:  The   Nasdaq Composite Index rose 49.94 to close at 2,701.73 and the S P 500 Index climbed 28.94 to 1, 547.70
Revised:  The Nasdaq Composite Index rose 49.94 to close at 2,701.73 P 500 Index climbed 28.94 to 1, 547.70
Edit intent: coherence
Original:  Today's  rally is the index'  single-day gain of 2.1\% is the largest in nearly 4 years.
Revised:  Today's 2.1\% rally is the index' single-day gain of 2.1\% is the largest in nearly 4 years.
Edit intent: fluency
Original:  Today's  rally is the index'  single-day gain of 2.1\% is the largest in nearly 4 years.
Revised:  Today's rally is the index' largest single-day gain of 2.1\% is the largest in nearly 4 years.
Edit intent: fluency
Original:  Today's  rally is the index'  single-day gain of 2.1\% is the largest in nearly 4 years.
Revised:  Today's rally is the index' single-day percentage gain in nearly 4 years.
Edit intent: clarity
Original:  Our trading manager is very clued up on this, though she hasn't had divine intervention.  
Revised:  Our trading manager is very clued up on this, though she hasn't had divine intervention. " 
Edit intent: fluency
Original:  He said there would be no shift on his Irawq policy before September . today to require most U.S. troops to leave Iraq by April 1, 2008
Revised:  He said there would be no shift on his Iraq policy before September . today to require most U.S. troops to leave Iraq by April 1, 2008
Edit intent: fluency
Original:  He said there would be no shift on his Irawq policy before September . today to require most U.S. troops to leave Iraq by April 1, 2008
Revised:  He said there would be no shift on his Irawq policy before September 
Edit intent: coherence
Original:  If this escalates into a trade war, that ’ s to nobody ’ s benefit," he said.
Revised:  If this escalates into a trade war, that ' s to nobody ’ s benefit," he said.
Edit intent: fluency
Original:  If this escalates into a trade war, that ’ s to nobody ’ s benefit," he said.
Revised:  If this escalates into a trade war, that ’ s to nobody ' s benefit," he said.
Edit intent: fluency
Original:  United Arab Emirates play Japan this afternoon (UTC) in Group B .
Revised:  United Arab Emirates play Japan this afternoon (UTC) in their Group B fixture .
Edit intent: clarity
Original:  United Arab Emirates play Japan this afternoon (UTC) in their Group B fixture       .
Revised:  United Arab Emirates play Japan this afternoon (UTC) in their Group B fixture . .
Edit intent: fluency
Original: The trailer video that was showed was not her exitingt he photo-shoot but when she arrived the BBC claimed the video was shown by mista
Revised: The trailer video that was showed was not her exitingt he photo-shoot but when she arrived the BBC claimed the video was shown by mistak
Edit intent: fluency
Original: The BBC news made a public apologized to Queen Elizabeth II for the statement that she stormed out of a photo-shoot for the documentary flim A Year With the Queen after be ask to remove the Queen Mary Tiara  she was wearing by american photographer Annie Leibovitz as part of the photo shoot.
Revised: The BBC news made a public apologized to Queen Elizabeth II for the statement that she stormed out of a photo-shoot for the documentary flim A Year With the Queen after being asked to remove the Queen Mary Tiara she was wearing by american photographer Annie Leibovitz as part of the photo shoot.
Edit intent: fluency
Original: The BBC news made a public apologized to Queen Elizabeth II for the statement that she stormed out of a photo-shoot for the documentary flim A Year With the Queen after be ask to remove the Queen Mary Tiara  she was wearing by american photographer Annie Leibovitz as part of the photo shoot.
Revised: The BBC news made a public apologized to Queen Elizabeth II for the statement that she stormed out of a photo-shoot for the documentary flim A Year With the Queen after be ask to remove the Queen Mary Tiara which she was wearing by american photographer Annie Leibovitz as part of the photo shoot.
Edit intent: coherence
Original: The BBC news made a public apologized to Queen Elizabeth II for the statement that she stormed out of a photo-shoot for the documentary flim A Year With the Queen after be ask to remove the Queen Mary Tiara  she was wearing by american photographer Annie Leibovitz as part of the photo shoot.
Revised: The BBC news made a public apologized to Queen Elizabeth II for the statement that she stormed out of a photo-shoot for the documentary flim A Year With the Queen after be ask to remove the Queen Mary Tiara she was wearing by American photographer Annie Leibovitz as part of the photo shoot.
Edit intent: fluency
Original:  The trailer video that was showed was not her exitingt he photo-shoot but when she arrived the BBC claimed the video was shown by mistak
Revised:  The trailer video that was showed was not her exiting the photo-shoot but when she arrived the BBC claimed the video was shown by mistak
Edit intent: fluency
Original:  The trailer video that was showed was not her exitingt he photo-shoot but when she arrived the BBC claimed the video was shown by mistak
Revised:  The trailer video that was showed was not her exitingt he photo-shoot but when she arrived the BBC claimed the video was shown by mistake..
Edit intent: fluency
Original: The BBC news made a public apologized to Queen Elizabeth II for the statement that she stormed out of a photo-shoot for the documentary flim A Year With the Queen after being asked to remove the Queen Mary Tiara which she was wearing by American photographer Annie Leibovitz as part of the photo shoot.
Revised: The BBC news made a public apology to Queen Elizabeth II for the statement that she stormed out of a photo-shoot for the documentary flim A Year With the Queen after being asked to remove the Queen Mary Tiara which she was wearing by American photographer Annie Leibovitz as part of the photo shoot.
Edit intent: fluency
Original:  The trailer video that was showed was not her exiting the photo-shoot but when she arrived  the BBC claimed the video was shown by mistake..
Revised:  The trailer video that was shown was not her exiting the photo-shoot but when she arrived the BBC claimed the video was shown by mistake..
Edit intent: fluency
Original:  The trailer video that was showed was not her exiting the photo-shoot but when she arrived  the BBC claimed the video was shown by mistake..
Revised:  The trailer video that was showed was not her exiting the photo-shoot but when she arrived , the BBC claimed the video was shown by mistake..
Edit intent: fluency
Original: The BBC news made a public apology  to Queen Elizabeth II for the statement that she stormed out of a photo-shoot for the documentary flim A Year With the Queen after being asked to remove   the Queen Mary Tiara which she was wearing by American photographer Annie Leibovitz as part of the photo shoot.
Revised: Queen Elizabeth II to Queen Elizabeth II for the statement that she stormed out of a photo-shoot for the documentary flim A Year With the Queen after being asked to remove the Queen Mary Tiara which she was wearing by American photographer Annie Leibovitz as part of the photo shoot.
Edit intent: coherence
Original: Today is the last day of the  encierro or running of the bulls event in Pamplona,  the most famous of all the encierros.
Revised: Today is the last day of the The encierro or running of the bulls event in Pamplona, the most famous of all the encierros.
Edit intent: fluency
Original: Today is the last day of the  encierro or running of the bulls event in Pamplona,  the most famous of all the encierros.
Revised: Today is the last day of the encierro or running of the bulls event in Pamplona, Spain is the most famous of all the encierros.
Edit intent: coherence
Original:  Like each year, several participants are gored, not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Revised:  Like each year, several revelers are gored, not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Edit intent: clarity
Original: The encierro or running of the bulls event in Pamplona, Spain  is the most famous of all the encierros . Like each year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Revised: The encierro or running of the bulls (or "el encierro" in Spanish) in Pamplona, Spain is the most famous of all the encierros . Like each year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Edit intent: clarity
Original: The encierro or running of the bulls event in Pamplona, Spain  is the most famous of all the encierros . Like each year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Revised: The encierro or running of the bulls event in Pamplona, Spain , is the most famous of all the encierros . Like each year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Edit intent: fluency
Original: The encierro or running of the bulls event in Pamplona, Spain  is the most famous of all the encierros . Like each year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Revised: The encierro or running of the bulls event in Pamplona, Spain is the most famous of all such events . Like each year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Edit intent: clarity
Original: The encierro or running of the bulls event in Pamplona, Spain  is the most famous of all the encierros . Like each year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Revised: The encierro or running of the bulls event in Pamplona, Spain is the most famous of all the encierros . Like every year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Edit intent: fluency
Original: The encierro or running of the bulls event in Pamplona, Spain  is the most famous of all the encierros . Like each year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Revised: The encierro or running of the bulls event in Pamplona, Spain is the most famous of all the encierros . Like each year, several revelers are gored . This usually includes some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Edit intent: coherence
Original: The encierro or running of the bulls event in Pamplona, Spain  is the most famous of all the encierros . Like each year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be present over the weekend in Pamplona.
Revised: The encierro or running of the bulls event in Pamplona, Spain is the most famous of all the encierros . Like each year, several revelers are gored , not rarely including some of the 800 000 tourists that were estimated to be in attendance over the weekend in Pamplona.
Edit intent: clarity
Original:  On Thursday, thirteen were admitted to the hospital and seven were gored, three of which had to undergo hospital operations .
Revised:  On Thursday, thirteen were admitted to the hospital and seven were gored, three of whom had to have surgery .
Edit intent: clarity
Original:  The run on Thursday lasted six minutes, where a normal run is only two minutes long.
Revised:  Thursday's run lasted six minutes, where a normal run is only two minutes long.
Edit intent: clarity
Original:  Animal rights activists protest the bullrunning because they believe the tradition is cruel .
Revised:  Animal rights activists protest the bull-running because they believe the tradition is cruel .
Edit intent: fluency
Original:  This usually includes some of the 800 000 tourists that were estimated to be in attendance over the weekend in Pamplona.
Revised:  This usually includes some of the 800 000 tourists that were estimated to be in attendance for the weekend in Pamplona.
Edit intent: fluency
Original:  On Thursday, thirteen  were admitted to the hospital and seven were gored, three of whom had to have surgery.
Revised:  On Thursday, thirteen people were admitted to the hospital and seven were gored, three of whom had to have surgery.
Edit intent: clarity
Original:  On Thursday, thirteen  were admitted to the hospital and seven were gored, three of whom had to have surgery.
Revised:  On Thursday, thirteen were admitted to the hospital , seven of whom were gored. Three of the latter had to have surgery.
Edit intent: coherence
Original:  Normally  the pack of bulls stays together, but in this run they separated, which is more dangerous for the runners.
Revised:  Normally , the pack of bulls stays together, but in this run they separated, which is more dangerous for the runners.
Edit intent: fluency
Original:  Since 1924,  13 deadly victims were counted , the last of which was an American in 1995.
Revised:  Since 1924, there have been 13 deadly victims were counted , the last of which was an American in 1995.
Edit intent: clarity
Original:  Since 1924,  13 deadly victims were counted , the last of which was an American in 1995.
Revised:  Since 1924, 13 fatalities , the last of which was an American in 1995.
Edit intent: clarity
Original:  Since 1924,  13 deadly victims were counted , the last of which was an American in 1995.
Revised:  Since 1924, 13 deadly victims were counted , the last of whom was an American in 1995.
Edit intent: fluency
Original:  The 825 meter run is part of the nine day long Fiesta of San Fermín, which became famous after Ernest Hemingway described the running in his 1926 book The Sun Also Rises.
Revised:  The 825m run garnered international fame after Ernest Hemingway described the running in his 1926 book The Sun Also Rises.
Edit intent: clarity
Original:  This usually includes some of the 800 000 tourists that were estimated to be in attendance for the weekend in Pamplona .
Revised:  This usually includes some of the 800 000 tourists were estimated to be in attendance for the weekend in Pamplona .
Edit intent: fluency
Original:  This usually includes some of the 800 000 tourists that were estimated to be in attendance for the weekend in Pamplona .
Revised:  This usually includes some of the 800 000 tourists that were estimated to have come to Pamplona last weekend .
Edit intent: clarity
Original:  ” Although antidepressant medications are the most widely used and effective treatment, cognitive, or talk-therapy, under the direction of highly trained professionals, has now shown potential in treating the early stages of major depressive disorder.
Revised:  ” 
Edit intent: coherence
Original:  An eight week study by researchers at the University of Pennsylvania and Vanderbilt University examined the response of 240 depressed patients , randomly placed into three groups.
Revised:  The 16-week study, by researchers at the University of Pennsylvania and Vanderbilt University examined the response of 240 depressed patients , randomly placed into three groups.
Edit intent: fluency
Original:  In conclusion, the report stated, “ Cognitive therapy can be as effective as medications for the initial treatment of moderate to severe major depression, but this degree of effectiveness may depend on a high level of therapist experience or expertise.   
Revised:  One of the reports concluded that, " Cognitive therapy can be as effective as medications for the initial treatment of moderate to severe major depression, but this degree of effectiveness may depend on a high level of therapist experience or expertise. 
Edit intent: clarity
Original:  In conclusion, the report stated, “ Cognitive therapy can be as effective as medications for the initial treatment of moderate to severe major depression, but this degree of effectiveness may depend on a high level of therapist experience or expertise.   
Revised:  In conclusion, the report stated, “ Cognitive therapy can be as effective as medications for the initial treatment of moderate to severe major depression, but this degree of effectiveness may depend on a high level of therapist experience or expertise. " 
Edit intent: fluency
Original: The 16-week study, by researchers at the University of Pennsylvania and Vanderbilt University  , was the largest trial yet undertaken to resolve the years-old debate.
Revised: The 16-week study, by researchers at the University of Pennsylvania and w:Vanderbilt , was the largest trial yet undertaken to resolve the years-old debate.
Edit intent: clarity
Original:  And cognitive therapy had longer lasting results.
Revised:  However, cognitive therapy had longer lasting results.
Edit intent: coherence
Original:  However, cognitive therapy had longer lasting results .
Revised:  However, patients who had had cognitive therapy were significantly less likely to relapse than those who had taken drugs. In fact, the cognitive therapy group saw only as many relapses as a another group that had continued to recieve drug therapy .
Edit intent: coherence
Original:  The placebo group also showed a response - depression  easied in one-quarter of those taking the placebo pills  .
Revised:  The placebo group also showed a response - depression had easied in one-quarter of those taking the placebo pills .
Edit intent: clarity
Original:  One of the reports concluded that, " Cognitive therapy can be as effective as medications for the initial treatment of moderate to severe major depression, but this degree of effectiveness may depend on a high level of therapist experience or expertise.
Revised:  In conclusion, the report stated, “ Cognitive therapy can be as effective as medications for the initial treatment of moderate to severe major depression, but this degree of effectiveness may depend on a high level of therapist experience or expertise.
Edit intent: clarity
Original:  " Researchers believed that while the effectiveness of cognitive therapy depended largely on the experience of the practitioner, the same was true of medication, due to the judgement required in prescribing correct dosages of drugs.
Revised:  Researchers believed that while the effectiveness of cognitive therapy depended largely on the experience of the practitioner, the same was true of medication, due to the judgement required in prescribing correct dosages of drugs.
Edit intent: fluency
Original:  " Researchers believed that while the effectiveness of cognitive therapy depended largely on the experience of the practitioner, the same was true of medication, due to the judgement required in prescribing correct dosages of drugs.
Revised:  " 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% At time of writing, comment was being sought from the APA
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: Conrad Black  was found guilty of mail fraud and and obstruction of justice today.
Revised: Conrad Black Conrad Black was found guilty of mail fraud and and obstruction of justice today.
Edit intent: fluency
Original: Canadian entrepreneur Conrad Black was found guilty of mail fraud and and obstruction of justice today.
Revised: Entrepreneur Conrad Black was found guilty of mail fraud and and obstruction of justice today.
Edit intent: clarity
Original: Entrepreneur Conrad Black was found guilty of mail fraud and and obstruction of justice today.
Revised: Entrepreneur Conrad Black was found guilty of mail fraud and one of obstruction of justice today.
Edit intent: fluency
Original:  However, the jury did clear him of most of the other charges.
Revised:  However, the jury did clear him of the rest of the charges.
Edit intent: clarity
Original:  Black's three co-defendants and former associates (Jack Boultbee, Peter Atkinson and Mark Kipnis) were all found guilty of several counts of mail fraud.
Edit intent: coherence
Original: International media mogul Conrad Black has been found guilty by a Chicago, Illinois court on three charges of mail fraud and one of obstruction of justice.
Revised: International media mogul Conrad Black has been found guilty by a Chicago, Illinois on three charges of mail fraud and one of obstruction of justice.
Edit intent: clarity
Original:  Black was released, pending his appeal, on a US$     20 million bond.
Revised:  Black was released, pending his appeal, on a US$ Black was released, pending his appeal, on a US 20 million bond.
Edit intent: fluency
Original:  Tom Boonen of Belgium has won stage 6. A breakaway attempt by British rider Bradley Wiggins failed .
Revised:  Tom Boonen of Belgium has won stage 6. British rider Bradley Wiggins failed .
Edit intent: clarity
Original:  Fabian Cancellara of Switzerland remains the overall race leader  . Injured teammates Alexandre Vinokourov and Andreas Klöden both finished the stage near the back of the peloton  
Revised:  Fabian Cancellara of Switzerland remains the overall race leader . Injured teammates Alexandre Vinokourov and Andreas Klöden both finished the stage near the back of the peloton . 
Edit intent: fluency
Original:  20 : 59 Oscar Freire, same time Erik Zabel, s.t . Sébastien Chavanel, s.t . Thor Hushovd, s.t . Daniele Bennati, s.t . Robert Förster, s.t . Robert Hunter, s.t . Romain Feillu, s.t . Murilo Fischer, s.t .General classification Fabian Cancellara in 29:  49 : 55 Andreas Klöden at 33 seconds Filippo Pozzato at 35" David Millar at 41" Oscar Freire at 43" George Hincapie, same time Vladimir Gusev, at 45" Vladimir Karpets, at 46" Erik Zabel, at 48" Mikel Astarloza, at 49
Revised:  20 ' 59 Oscar Freire, same time Erik Zabel, s.t . Sébastien Chavanel, s.t . Thor Hushovd, s.t . Daniele Bennati, s.t . Robert Förster, s.t . Robert Hunter, s.t . Romain Feillu, s.t . Murilo Fischer, s.t .General classification Fabian Cancellara in 29: 49 : 55 Andreas Klöden at 33 seconds Filippo Pozzato at 35" David Millar at 41" Oscar Freire at 43" George Hincapie, same time Vladimir Gusev, at 45" Vladimir Karpets, at 46" Erik Zabel, at 48" Mikel Astarloza, at 49
Edit intent: fluency
Original:  20 : 59 Oscar Freire, same time Erik Zabel, s.t . Sébastien Chavanel, s.t . Thor Hushovd, s.t . Daniele Bennati, s.t . Robert Förster, s.t . Robert Hunter, s.t . Romain Feillu, s.t . Murilo Fischer, s.t .General classification Fabian Cancellara in 29:  49 : 55 Andreas Klöden at 33 seconds Filippo Pozzato at 35" David Millar at 41" Oscar Freire at 43" George Hincapie, same time Vladimir Gusev, at 45" Vladimir Karpets, at 46" Erik Zabel, at 48" Mikel Astarloza, at 49
Revised:  20 : 59 Oscar Freire, same time Erik Zabel, s.t . Sébastien Chavanel, s.t . Thor Hushovd, s.t . Daniele Bennati, s.t . Robert Förster, s.t . Robert Hunter, s.t . Romain Feillu, s.t . Murilo Fischer, s.t .General classification Fabian Cancellara in 29: 49 ' 55 Andreas Klöden at 33 seconds Filippo Pozzato at 35" David Millar at 41" Oscar Freire at 43" George Hincapie, same time Vladimir Gusev, at 45" Vladimir Karpets, at 46" Erik Zabel, at 48" Mikel Astarloza, at 49
Edit intent: fluency