wanyu/IteraTeR_v2 huggingface dataset:
Original:  The visit took place following an invitation by Labour MP for Leicester South, Keith Vaz , who lead calls for action against the treatment of Ms Shetty during her stint on the reality TV show.
Revised:  The visit took place following an invitation by Labour MP for Leicester South, , who lead calls for action against the treatment of Ms Shetty during her stint on the reality TV show.
Edit intent: clarity
Original: The visit took place following an invitation by Labour MP for Leicester South, , who lead calls for action against the treatment of Ms Shetty during her stint on the reality TV show.
Revised: The visit took place following an invitation by Labour MP for Leicester South, , who led calls for action against the treatment of Ms Shetty during her stint on the reality TV show.
Edit intent: fluency
Original: “ I think it ’ s wonderful to see Shilpa Shetty taking the time to visit the people of Leicester.
Revised: " I think it ’ s wonderful to see Shilpa Shetty taking the time to visit the people of Leicester.
Edit intent: fluency
Original: “ I think it ’ s wonderful to see Shilpa Shetty taking the time to visit the people of Leicester.
Revised: “ I think it ' s wonderful to see Shilpa Shetty taking the time to visit the people of Leicester.
Edit intent: fluency
Original:  ” As yet, the Bollywood actress continues her tour of the country as an unofficial ambassador for the Indian film industry and has been invited to attend a Commonwealth reception at London's Marlborough House on March 12, where she will be meeting with the Queen  
Revised:  " As yet, the Bollywood actress continues her tour of the country as an unofficial ambassador for the Indian film industry and has been invited to attend a Commonwealth reception at London's Marlborough House on March 12, where she will be meeting with the Queen 
Edit intent: fluency
Original:  ” As yet, the Bollywood actress continues her tour of the country as an unofficial ambassador for the Indian film industry and has been invited to attend a Commonwealth reception at London's Marlborough House on March 12, where she will be meeting with the Queen  
Revised:  ” As yet, the Bollywood actress continues her tour of the country as an unofficial ambassador for the Indian film industry and has been invited to attend a Commonwealth reception at London's Marlborough House on March 12, where she will be meeting with the Queen . 
Edit intent: fluency
Original:  ” As yet, the Bollywood actress continues her tour of the country as an unofficial ambassador for the Indian film industry and has been invited to attend a Commonwealth reception at London's Marlborough House on March 12, where she will be meeting with the Queen  
Revised:  ” As yet, the Bollywood actress continues her tour of the country as an unofficial ambassador for the Indian film industry and has been invited to attend a Commonwealth reception at London's Marlborough House on March 12, where she will be meeting with the Queen Related new
Edit intent: fluency
Original:  Shilpa Shetty (Thanks to Fayyaz Ahmed)
Edit intent: coherence
Original: Palestinian President Mahmoud Abbas of Fatah and Prime Minister Ismail Haniyeh and Damascus-based chief Khaled Meshaal of Hamas arrived in Mecca, Saudi Arabia for negotiations in an attempt to end the fighting between Hamas and Fatah in the Gaza strip.
Revised: Palestinian President Mahmoud Abbas of Fatah , Prime Minister Ismail Haniyeh and Damascus-based chief Khaled Meshaal of Hamas arrived in Mecca, Saudi Arabia for negotiations in an attempt to end the fighting between Hamas and Fatah in the Gaza strip.
Edit intent: fluency
Original:  Ever since the Hamas movement, which refuses to recognize Israel and stop attacks on Israel, won elections for the Palestinian parliament last year, there have been repeated clashes between the two groups that have killed over 80 people .
Revised:  Ever since the Hamas movement, which refuses to recognize Israel and stop attacks on Israel, won elections for the Palestinian parliament last year, there have been repeated clashes between the two groups .The result has been over 80 people .
Edit intent: clarity
Original:  Ever since the Hamas movement, which refuses to recognize Israel and stop attacks on Israel, won elections for the Palestinian parliament last year, there have been repeated clashes between the two groups that have killed over 80 people .
Revised:  Ever since the Hamas movement, which refuses to recognize Israel and stop attacks on Israel, won elections for the Palestinian parliament last year, there have been repeated clashes between the two groups that have killed over 80 deaths .
Edit intent: clarity
Original: Ever since the Hamas movement , which refuses to recognize Israel and stop attacks on Israel, won elections for the Palestinian parliament last year, there have been repeated clashes between the two groups.
Revised: Ever since the Hamas movement won elections for the Palestinian parliament last year, there have been repeated clashes between the two groups.
Edit intent: coherence
Original: Including Wendesday 's most recent attack, the U.S. military has suffered five such helicopters crashes, resulting in the loss of 28 servicemen in the past 3 weeks.
Revised: Including Wednesday 's most recent attack, the U.S. military has suffered five such helicopters crashes, resulting in the loss of 28 servicemen in the past 3 weeks.
Edit intent: fluency
Original: A CH-46 Sea Knight helicopter, crashed earlier February 7, approximatley 20 miles outside of Baghdad.
Revised: A CH-46 Sea Knight helicopter, crashed earlier February 7, approximately 20 miles outside of Baghdad.
Edit intent: fluency
Original:  Although they would not stipulate the exact changes, General Caldwell insured the military was "making adjustments in our tactics and techniques and procedures as to how we employ our helicopters" . Related new
Revised:  Although they would not stipulate the exact changes, General Caldwell insured the military was "making adjustments in our tactics and techniques and procedures as to how we employ our helicopters" Related new
Edit intent: fluency
Original:  Although they would not stipulate the exact changes, General Caldwell insured the military was "making adjustments in our tactics and techniques and procedures as to how we employ our helicopters" . Related new
Revised:  Although they would not stipulate the exact changes, General Caldwell insured the military was "making adjustments in our tactics and techniques and procedures as to how we employ our helicopters" . 
Edit intent: coherence
Original:   Al-Qaeda in Iraq  has claimed responsibility for the attack, saying one of its "air defense brigades" had shot it down.
Revised:  Al-Qaeda in Iraq , has claimed responsibility for the attack, saying one of its "air defense brigades" had shot it down.
Edit intent: fluency
Original:  ( Emerson accepted an offer to join the Conservative Party of Canada after he was elected as a Liberal last January.
Revised:  Emerson accepted an offer to join the Conservative Party of Canada after he was elected as a Liberal last January.
Edit intent: clarity
Original:  Khan in January, who was a special advisor to prime minister Stephen Harper for the Middle East and South Asia, also crossed the floor to the Conservatives. )
Revised:  Khan in January, who was a special advisor to prime minister Stephen Harper for the Middle East and South Asia, also crossed the floor to the Conservatives. 
Edit intent: fluency
Original: Image:Garth Turner.jpg|Garth Turner—(Image from House of Commons) Turner, again, asked the prime minister to put byelections in David Emerson's riding of Vancouver Kingsway and Wajid Khan's Mississauga—Streetsville.
Revised:  Turner, again, asked the prime minister to put byelections in David Emerson's riding of Vancouver Kingsway and Wajid Khan's Mississauga—Streetsville.
Edit intent: clarity
Original: New 'Canada Food Guide' dishes out fresh advice New version Feb. 5, 2007 A new version of the Food Guide was announced by  Health Minister Tony Clement on Feb. 5, 2007.
Revised: New 'Canada Food Guide' dishes out fresh advice A new version of the Food Guide was announced by Health Minister Tony Clement on Feb. 5, 2007.
Edit intent: coherence
Original: New 'Canada Food Guide' dishes out fresh advice New version Feb. 5, 2007 A new version of the Food Guide was announced by  Health Minister Tony Clement on Feb. 5, 2007.
Revised: New 'Canada Food Guide' dishes out fresh advice New version Feb. 5, 2007 A new version of Canada's Food Guide' was announced by Health Minister Tony Clement on Feb. 5, 2007.
Edit intent: clarity
Original: New 'Canada Food Guide' dishes out fresh advice New version Feb. 5, 2007 A new version of the Food Guide was announced by  Health Minister Tony Clement on Feb. 5, 2007.
Revised: New 'Canada Food Guide' dishes out fresh advice New version Feb. 5, 2007 A new version of the Food Guide was announced by Canadian Health Minister Tony Clement on Feb. 5, 2007.
Edit intent: fluency
Original:  CFGHE advises the following levels of consumption per food group:%DIFDELCMD < %DIFDELCMD < %%% For example, if you are a 35 year old woman you should aim to have these numbers of servings, according to the Food Guide : 7-8 vegetables and fruit 6-7 grain products2 milk and alternatives 2 meat and alternatives 30 -
Revised:  CFGHE advises the following levels of consumption per food group:%DIFDELCMD < %DIFDELCMD < %%% For example, if you are a 35 year old woman you should aim to have these numbers of servings, according to the Food Guide 7-8 vegetables and fruit 6-7 grain products2 milk and alternatives 2 meat and alternatives 30 -
Edit intent: fluency
Original:  The food guide is complemented by Canada's Physical Activity Guide to Healthy Active Living.
Edit intent: coherence
Original:  References%DIFDELCMD < %DIFDELCMD < %%% External links Canada's Food GuideCanada's Physical Activity Guide to Healthy Livi
Revised:  %DIFDELCMD < %DIFDELCMD < %%% External links Canada's Food GuideCanada's Physical Activity Guide to Healthy Livi
Edit intent: fluency
Original:  advice for some people to take vitamin supplements  an advisory to limit foods with excess salt, sugar, fat and calories, which is considered an unprecedented caution regarding junk food.
Revised:  advice for some people to take vitamin supplements ; an advisory to limit foods with excess salt, sugar, fat and calories, which is considered an unprecedented caution regarding junk food.
Edit intent: fluency
Original:  Other critics charged that there is undue food industry influence on the Guide's contents  
Revised:  Other critics charged that there is undue food industry influence on the Guide's contents . 
Edit intent: fluency
Original:  This change could affect the flags of New Zealand, Australia, Papua New Guinea, Samoa and Brazil.
Revised:  This discovery could affect the flags of New Zealand, Australia, Papua New Guinea, Samoa and Brazil.
Edit intent: clarity
Original: American sports scores from February 7 NBA Toronto 113, Orlando 103 Philadelphia 92, Charlotte 83 San Antonio 110, Washington 83 New Jersey 87, Atlanta 85 Cleveland 94, Los Angeles Clippers 77 Seattle 103, Indiana 102 Miami 91, Boston 79 Minnesota 121, Golden State 93 Dallas 113, Memphis 97 New Orleans 114, Denver 112 (OT)
Revised:  NBA Toronto 113, Orlando 103 Philadelphia 92, Charlotte 83 San Antonio 110, Washington 83 New Jersey 87, Atlanta 85 Cleveland 94, Los Angeles Clippers 77 Seattle 103, Indiana 102 Miami 91, Boston 79 Minnesota 121, Golden State 93 Dallas 113, Memphis 97 New Orleans 114, Denver 112 (OT)
Edit intent: clarity
Original:   205 websites were closed recently because of their illegal Internet activity.
Revised:  Reports state that 205 websites were closed recently because of their illegal Internet activity.
Edit intent: clarity
Original:      Within the past few weeks, the Vancouver Organizing Committee for the 2010 Olympic and Paralympic Winter Games (VANOC) has announced a Omega-brand countdown clock that will tour British Columbia events, as the company is the "Official Olympic Timekeeper".
Revised:  President and CEO of Vincor Canada Jay Wright said, "We are thrilled to have this opportunity to honour our Canadian athletes while affirming our role as Canada’s wine industry leader. Like our Olympic and Paralympic athletes, Vincor Canada shares a passion and determination towards excellence. This agreement is by far Vincor Canada’s most ambitious and broad-reaching sponsorship and will be great for the Canadian wine industry. I hope Canada will join us in the excitement that we feel regarding this exceptional opportunity to position Canadian wine brands on the world stage." Within the past few weeks, the Vancouver Organizing Committee for the 2010 Olympic and Paralympic Winter Games (VANOC) has announced a Omega-brand countdown clock that will tour British Columbia events, as the company is the "Official Olympic Timekeeper".
Edit intent: coherence
Original:  Birks was recently announced as the "Official Supplier of Jewellery " for the 2010 Vancouver-Whistler Olympics.
Revised:  Birks was recently announced as the "Official Supplier of Jewelery " for the 2010 Vancouver-Whistler Olympics.
Edit intent: fluency
Original:  The partnership was announced at an employee celebration in Vancouver, to mark the centennary of Mayors Jewelers Inc., an American company Birks acquired in 2002.
Revised:  The partnership was announced at an employee celebration in Vancouver, to mark the centenary of Mayors Jewelers Inc., an American company Birks acquired in 2002.
Edit intent: fluency
Original:  President and CEO of Vincor Canada Jay Wright said, "We are thrilled to have this opportunity to honour our Canadian athletes while affirming our role as Canada’s wine industry leader.
Revised:  President and CEO of Vincor Canada Jay Wright said, "We are thrilled to have this opportunity to honor our Canadian athletes while affirming our role as Canada’s wine industry leader.
Edit intent: fluency
Original:  The partnership was announced at an employee celebration in Vancouver, to mark the centenary of Mayors Jewelers Inc., an American company Birks acquired in 2002.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% The six-year sponsorship includes the rights to the Canadian Olympic team logo during the Beijing 2008 and London 2012 Olympic Games.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Thomas A. Andruskevich, president and CEO, Birks%DIFDELCMD < & %%% Mayors stated in a press release: The products will be launched in early 2008.
Revised:  %DIFDELCMD < & %%% Mayors stated in a press release: The products will be launched in early 2008.
Edit intent: coherence
Original:  Thomas A. Andruskevich, president and CEO, Birks%DIFDELCMD < & %%% Mayors stated in a press release: The products will be launched in early 2008.
Revised:  Thomas A. Andruskevich, president and CEO, Birks%DIFDELCMD < & %%% The products will be launched in early 2008.
Edit intent: coherence
Original:  Thomas A. Andruskevich, president and CEO, Birks%DIFDELCMD < & %%% Mayors stated in a press release: The products will be launched in early 2008.
Revised:  Thomas A. Andruskevich, president and CEO, Birks%DIFDELCMD < & %%% Mayors stated in a press release: 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Other promotions Within the past few weeks, the Vancouver Organizing Committee for the 2010 Olympic and Paralympic Winter Games (VANOC) has announced a Omega-brand countdown clock that will tour British Columbia events, as the company is the "Official Olympic Timekeeper".
Revised: %DIFDELCMD < %DIFDELCMD < %%% Within the past few weeks, the Vancouver Organizing Committee for the 2010 Olympic and Paralympic Winter Games (VANOC) has announced a Omega-brand countdown clock that will tour British Columbia events, as the company is the "Official Olympic Timekeeper".
Edit intent: clarity
Original: %DIFDELCMD < %DIFDELCMD < %%% There are 1099 days until the XXI Olympiad, according to the official website of the event
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Former Liberal MPP Joe Cordiano, who was MPP for York South—Weston, left his politicial career to spend more time with his family.
Revised:  Former Liberal MPP Joe Cordiano, who was MPP for York South—Weston, left his political career to spend more time with his family.
Edit intent: fluency
Original:  "We warn Syria not to let these midgets carry out security actions in the country," Reuters quotes Jumblatt as adding   .
Revised:  "We warn Syria not to let these midgets carry out security actions in the country," Reuters quotes Jumblatt as adding . .
Edit intent: fluency
Original:  There were also and several sonic grenades thrown at pro-Syrian Lebanese Democratic Party offices.
Revised:  There were also and several sonic grenades thrown at Lebanese Democratic Party offices.
Edit intent: style
Original:  There are 23 award categories in the Annies, sorted into Individual Achievement and Production categories.
Edit intent: coherence
Original:  Cars, Happy Feet, and Monster House are all nominated in the Academy Awards for the same category, perhaps signifying an edge up in the competition.
Edit intent: coherence
Original:  Included are Bambi II (DisneyToon Studios), The Adventures of Brer Rabbit (Universal Animation Studios), and Winnie the Pooh: Shapes Sizes (DisneyToon Studios).
Revised:  Included are Bambi II (DisneyToon Studios), The Adventures of Brer Rabbit (Universal Animation Studios), and Winnie the Pooh: Shapes 
Edit intent: coherence
Original:  This Sunday, the International Animated Film Association (Association International du Film d'Animation) or ASIFA will hand out the Annie Awards in Glendale, California .
Revised:  This Sunday, the (Association International du Film d'Animation) or ASIFA will hand out the Annie Awards in Glendale, California .
Edit intent: clarity
Original:  This Sunday, the International Animated Film Association (Association International du Film d'Animation) or ASIFA will hand out the Annie Awards in Glendale, California .
Revised:  This Sunday, the International Animated Film Association (Association International du Film d'Animation) or ASIFA will hand out the in , .
Edit intent: style
Original:  Direct-to-DVD releases are eligible for the "Best Home Entertainment Production".
Revised:  Direct-to- releases are eligible for the "Best Home Entertainment Production".
Edit intent: fluency
Original:  Included are Bambi II (DisneyToon Studios), The Adventures of Brer Rabbit (Universal Animation Studios ),  and Winnie the Pooh: Shapes & Sizes (DisneyToon Studios).
Revised:  Included are ( ), and Winnie the Pooh: Shapes & Sizes (DisneyToon Studios).
Edit intent: coherence
Original:  The awards were started in 1972, after voice actress June Foray noticed the industry lacked a formal way to acknowledge its achievements.
Revised:  The awards were started in 1972, after voice actress noticed the industry lacked a formal way to acknowledge its achievements.
Edit intent: clarity
Original:  Bill Plympton, Genndy Tartakovsky, and Andreas Deja will each win the Winsor McCay Award , in recognition of lifetime or career contributions to the art of animation.
Revised:  , , and will each win the Winsor McCay Award , in recognition of lifetime or career contributions to the art of animation.
Edit intent: style
Original:  Bill Plympton, Genndy Tartakovsky, and Andreas Deja will each win the Winsor McCay Award , in recognition of lifetime or career contributions to the art of animation.
Revised:  Bill Plympton, Genndy Tartakovsky, and Andreas Deja will each win the , in recognition of lifetime or career contributions to the art of animation.
Edit intent: clarity
Original:  The June Foray Award will go to Stephen Worth , for his "significant and benevolent or charitable impact on the art and industry of animation."
Revised:  The will go to Stephen Worth , for his "significant and benevolent or charitable impact on the art and industry of animation."
Edit intent: coherence
Original:  The June Foray Award will go to Stephen Worth , for his "significant and benevolent or charitable impact on the art and industry of animation."
Revised:  The June Foray Award will go to , for his "significant and benevolent or charitable impact on the art and industry of animation."
Edit intent: clarity
Original:  The photos from the event will be released under the Creative Commons By Attribution license, which allows them to be used by anyone for any purpose
Revised:  The photos from the event will be released under the license, which allows them to be used by anyone for any purpose
Edit intent: coherence
Original:  "Best Animated Television Commercial" will go to either an advertisement for Candy Factory,  , , , and .
Revised:  "Best Animated Television Commercial" will go to either an advertisement for Candy Factory, ESPN , , , and .
Edit intent: fluency
Original: "I can confirm that ssuck ballshe is deceased.
Revised: "I can confirm that she is deceased.
Edit intent: fluency
Original:  This is just tragic and that's all you can say right now and I don't know anything further," said one of Anna Nicole's lawyers, Ron Dale .
Revised:  This is just tragic and that's all you can say right now and I don't know anything further," said one of Anna Nicole's lawyers, Ron Rale .
Edit intent: fluency
Original:  An estimated over 100,000 people marched to yesterday to show their opposition to a constitutional decree made by 's President . dispersed the crowd with as clashes began.
Revised:  An estimated over 100,000 people protested in yesterday in opposition to a constitutional decree made by 's President . dispersed the crowd with as clashes began.
Edit intent: clarity
Original: Morsi has stated that the decree is temporary.
Revised: Morsi has stated the decree is temporary.
Edit intent: fluency
Original: Secretary of State Condoleezza Rice and Homeland Security Director Michael Chertoff will meet with Foreign Affairs Minister Peter MacKay, Public Safety Minister Stockwell Day, Trade Minister David Emerson  and their Mexican counterparts.
Revised: Secretary of State Condoleezza Rice and Homeland Security Director Michael Chertoff will meet with Foreign Affairs Minister Peter MacKay, Public Safety Minister Stockwell Day, Trade Minister David Emerson , and their Mexican counterparts.
Edit intent: fluency
Original:  Currently, with the approval of the US government, B.C. and Washington State have a pilot project that involves upgraded drivers' licences.
Revised:  Currently, with the approval of the U.S. government, British Columbia and nearby Washington State have a pilot project that involves upgraded drivers' licences.
Edit intent: clarity
Original:  Besides border security issues, the meeting is expected to address other issues like tra
Revised:  Besides border security issues, the meeting is expected to address other issues like trade
Edit intent: fluency
Original: Two top US Officials will be meeting with their counterparts in Ottawa on February 23.
Edit intent: coherence
Original:  Secretary of State Condoleezza Rice and Homeland Security Director Michael Chertoff will meet with Foreign Affairs Minister Peter MacKay, Public Safety Minister Stockwell Day, Trade Minister David Emerson, and their Mexican counterparts.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% The top agenda item is expected to be border security, as American officials are concerned with Canada's slow progress in implimenting new secure forms of identification.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Currently, with the approval of the U.S. government, British Columbia and nearby Washington State have a pilot project that involves upgraded drivers' licences.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Besides border security issues, the meeting is expected to address other issues like trade
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: Thousands of items within the category "Christian collectibles" are up for sale on eBay .
Revised: A piece of driftwood in the shape of a crucifix is for sale on eBay .
Edit intent: style