wanyu/IteraTeR_v2 huggingface dataset:
Original:  It claims to index over 600, 000 Wikipedia terms in this fashion . Previous Surfwax projects include Nextaris, an all-in-one search / upload / store /  social-networking portal, and a Surfwax Scholar portal offered to educational institutions . Surfwax have been offering visitors this manner of "Look-ahead" auto-complete searching for over a year .
Revised:  It claims to index over 600, 000 Wikipedia terms in this fashion . Other Surfwax projects include Nextaris, an all-in-one search / upload / store / social-networking portal, and a Surfwax Scholar portal offered to educational institutions . Surfwax have been offering visitors this manner of "Look-ahead" auto-complete searching for over a year .
Edit intent: clarity
Original:  It claims to index over 600, 000 Wikipedia terms in this fashion . Previous Surfwax projects include Nextaris, an all-in-one search / upload / store /  social-networking portal, and a Surfwax Scholar portal offered to educational institutions . Surfwax have been offering visitors this manner of "Look-ahead" auto-complete searching for over a year .
Revised:  It claims to index over 600, 000 Wikipedia terms in this fashion . Previous Surfwax projects include Nextaris, an all-in-one search / uploading / store / social-networking portal, and a Surfwax Scholar portal offered to educational institutions . Surfwax have been offering visitors this manner of "Look-ahead" auto-complete searching for over a year .
Edit intent: fluency
Original:  It claims to index over 600, 000 Wikipedia terms in this fashion . Previous Surfwax projects include Nextaris, an all-in-one search / upload / store /  social-networking portal, and a Surfwax Scholar portal offered to educational institutions . Surfwax have been offering visitors this manner of "Look-ahead" auto-complete searching for over a year .
Revised:  It claims to index over 600, 000 Wikipedia terms in this fashion . Previous Surfwax projects include Nextaris, an all-in-one search / upload / sharing / social-networking portal, and a Surfwax Scholar portal offered to educational institutions . Surfwax have been offering visitors this manner of "Look-ahead" auto-complete searching for over a year .
Edit intent: clarity
Original:  It claims to index over 600, 000 Wikipedia terms in this fashion . Previous Surfwax projects include Nextaris, an all-in-one search / upload / store /  social-networking portal, and a Surfwax Scholar portal offered to educational institutions . Surfwax have been offering visitors this manner of "Look-ahead" auto-complete searching for over a year .
Revised:  It claims to index over 600, 000 Wikipedia terms in this fashion . Previous Surfwax projects include Nextaris, an all-in-one search / upload / store / social-networking portal, and a Surfwax Scholar portal offered to educational institutions .
Edit intent: clarity
Original:  Bowles, 49, has been in the National Socialism for 33 years, was honorably discharged from the United States Air Force  Telecommunications Operations Specialist, and is a retired Department of Agriculture federal officer who currently resides in South Carolina.
Revised:  Bowles, 49, has been in the National Socialism for 33 years, was honorably discharged from the United States Air Force as a Telecommunications Operations Specialist, and is a retired Department of Agriculture federal officer who currently resides in South Carolina.
Edit intent: clarity
Original:  His platform  consists of White supremacy and Aryan political ideals, such as declaring non-whites as not citizens of the United States, along with other issues, such as: decrease immigration, free healthcare, improving public education, recognition of traditional marriage, and the right to bear and keep arms.
Revised:  His platform consists of White supremist and Aryan political ideals, such as declaring non-whites as not citizens of the United States, along with other issues, such as: decrease immigration, free healthcare, improving public education, recognition of traditional marriage, and the right to bear and keep arms.
Edit intent: fluency
Original:  The NSM is the largest Nazi, and Pro White political party in America, and shares many platforms with other radical US Third Parties, such as the League of the South League (a US Secessionist group), the Ku Klux Klan, and Holocaust Denial
Revised:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many platforms with other radical US Third Parties, such as the League of the South League (a US Secessionist group), the Ku Klux Klan, and Holocaust Denial
Edit intent: fluency
Original:  Bowles, 49, has been in the National Socialism for 33 years, was honorably discharged from the United States Air Force as a Telecommunications Operations Specialist, and is a retired Department of Agriculture federal officer who currently resides in South Carolina.
Revised:  Bowles, 49, has been in the National Socialist Movement for 33 years, was honorably discharged from the United States Air Force as a Telecommunications Operations Specialist, and is a retired Department of Agriculture federal officer who currently resides in South Carolina.
Edit intent: clarity
Original:  His platform's policies consists of White supremist and Aryan political ideals, such as declaring non-whites as not citizens of the United States, along with other issues, such as: decrease immigration, free healthcare, improving public education, recognition of traditional marriage, and the right to bear and keep arms.
Revised:  His platform's policies consists of White supremist and Aryan political ideals, such as declaring non-whites as not citizens of the United States, along with other issues, such as: decrease immigration, free healthcare, improving public education, recognition of traditional marriage, and the right to bear arms.
Edit intent: clarity
Original:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many platforms with other radical US Third Parties, such as the  League of the South League (a US Secessionist group), the Ku Klux Klan , and Holocaust Denial
Revised:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many ideologies with other radical US Third Parties, such as the League of the South League (a US Secessionist group), the Ku Klux Klan , and Holocaust Denial
Edit intent: clarity
Original:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many platforms with other radical US Third Parties, such as the  League of the South League (a US Secessionist group), the Ku Klux Klan , and Holocaust Denial
Revised:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many platforms with other radical US Third Parties, such as the League of the South , and the Ku Klux Klan , and Holocaust Denial
Edit intent: coherence
Original:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many platforms with other radical US Third Parties, such as the  League of the South League (a US Secessionist group), the Ku Klux Klan , and Holocaust Denial
Revised:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many platforms with other radical US Third Parties, such as the League of the South League (a US Secessionist group), the Ku Klux Klan 
Edit intent: coherence
Original: Image:Nazi_Swastika.svg‎| The Swastika , the traditional symbol of Nazis  ]] The National Socialist Movement is endoring John Taylor Bowles as a third party candiate for the upcoming US Presidential Election to be held on November 4th, 2008.
Revised: Image:Nazi_Swastika.svg‎| The Swastika , the traditional symbol of Nazis . ]] The National Socialist Movement is endoring John Taylor Bowles as a third party candiate for the upcoming US Presidential Election to be held on November 4th, 2008.
Edit intent: fluency
Original: Image:Nazi_Swastika.svg‎| The Swastika , the traditional symbol of Nazis  ]] The National Socialist Movement is endoring John Taylor Bowles as a third party candiate for the upcoming US Presidential Election to be held on November 4th, 2008.
Revised: Image:Nazi_Swastika.svg‎| The Swastika , the traditional symbol of Nazis ]] The National Socialist Movement is endoring John Taylor Bowles as a third party candidate for the upcoming US Presidential Election to be held on November 4th, 2008.
Edit intent: fluency
Original: Image:Nazi_Swastika.svg‎| The Swastika , the traditional symbol of Nazis  ]] The National Socialist Movement is endoring John Taylor Bowles as a third party candiate for the upcoming US Presidential Election to be held on November 4th, 2008.
Revised: Image:Nazi_Swastika.svg‎| The Swastika , the traditional symbol of Nazis ]] The National Socialist Movement is endoring John Taylor Bowles as a third party candiate for the upcoming U.S. Presidential Election to be held on November 4th, 2008.
Edit intent: fluency
Original:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many ideologies with other radical US Third Parties, such as the US Secessionist group League of the South, and the Ku Klux Klan
Revised:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many ideologies with other radical U.S. Third Parties, such as the US Secessionist group League of the South, and the Ku Klux Klan
Edit intent: clarity
Original:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many ideologies with other radical US Third Parties, such as the US Secessionist group League of the South, and the Ku Klux Klan
Revised:  The NSM is the largest Nazi, and Pro-White political party in America, and shares many ideologies with other radical US Third Parties, such as the U.S. Secessionist group League of the South, and the Ku Klux Klan
Edit intent: clarity
Original: The National Socialist Movement is endoring John Taylor Bowles (50) as a third party candidate for the upcoming U.S. Presidential Election to be held on November 4th, 2008.
Revised: The National Socialist Movement is endorsing John Taylor Bowles (50) as a third party candidate for the upcoming U.S. Presidential Election to be held on November 4th, 2008.
Edit intent: fluency
Original:  Bowle' s party, the fascist National Socialist Movement, is also known as NSM, NSM88, or the American Nazi Party as it has direct ties to the American Nazi Party as well as the National Socialist Party of America.
Revised:  Bowles' party, the fascist National Socialist Movement, is also known as NSM, NSM88, or the American Nazi Party as it has direct ties to the American Nazi Party as well as the National Socialist Party of America.
Edit intent: fluency
Original: Four of six national television broadcast networks woo potential advertisers for the 2005-2006 season with programming offerings in the new development phase.
Revised: Four of six national television broadcast networks recently wooed potential advertisers for the 2005-2006 season with programming offerings in the new development phase.
Edit intent: clarity
Original:  Also promising to preview their shows to potential advertisers is CBS and UPN later this month.
Revised:  Two other networks, CBS and UPN later this month.
Edit intent: clarity
Original:  Some networks said they are "more consciously aggressive about developing shows" that recall such classics as Taxi and Barney Miller,  a programming executive for Fox, Craig Erwich, told USA Today.
Revised:  Some networks said they are "more consciously aggressive about developing shows" that recall such classics as Taxi and Barney Miller, Craig Erwich, a programming executive for Fox, Craig Erwich, told USA Today.
Edit intent: fluency
Original:  Some networks said they are "more consciously aggressive about developing shows" that recall such classics as Taxi and Barney Miller,  a programming executive for Fox, Craig Erwich, told USA Today.
Revised:  Some networks said they are "more consciously aggressive about developing shows" that recall such classics as Taxi and Barney Miller, a programming executive for Fox, told USA Today.
Edit intent: clarity
Original:  The reminiscence factor may be good if you are looking for an older audience, but it may not be a way to bring in the younger audiences," said Laura Caraccioli-Davis, senior vice president and director of Starcom Entertainment told Mediaweek magazine.
Revised:  The reminiscence factor may be good if you are looking for an older audience, but it may not be a way to bring in the younger audiences," Laura Caraccioli-Davis, senior vice president and director of Starcom Entertainment told Mediaweek magazine.
Edit intent: fluency
Original: "We ask Minnesotans to help comfort the families and friends of the victims who are suffering unimaginable pain by extending prayers and expressions of support," said a statement from Minnesota Gov. Tim Pawlenty .
Revised: "We ask Minnesotans to help comfort the families and friends of the victims who are suffering unimaginable pain by extending prayers and expressions of support," said a statement from Minnesota Gov. Tim Pawlenty 
Edit intent: fluency
Original:  The second attack came when vehicled damaged during the first barrage broke down and presented an easy target for the Taliban fighters.
Revised:  The second attack came when vehicles damaged during the first barrage broke down and presented an easy target for the Taliban fighters.
Edit intent: fluency
Original:  An Afghan police officer was also killed in the firefigh
Revised:  An Afghan police officer was also killed during the firefigh
Edit intent: fluency
Original: Two seperate RPG attacks were made by the Taliban as the Canadians held to their route.
Revised: Two separate RPG attacks were made by the Taliban as the Canadians held to their route.
Edit intent: fluency
Original:  This includes Ramiro Valdez, communication minister, who at a technology conference stated his position towards moving to open source software.
Revised:  This includes Ramiro Valdez, communication minister, who at a technology conference stated his position towards moving to free software.
Edit intent: clarity
Original:  Heading one of the largest universities in Cuba, Hector Rodriguez also showed his positive attitude towards the migration of the country to open source software.
Revised:  Heading one of the largest universities in Cuba, Hector Rodriguez also showed his positive attitude towards the migration of the country to free software.
Edit intent: clarity
Original: Celia Franca, founder of the National Ballet of Canada, died at age 85 Monday in Ottawa, Ontario.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% In 1967, Franca was named an officer of the Order of Canada, then named a Companion of the order in 1985
Revised: %DIFDELCMD < %DIFDELCMD < %%% WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU ALL! WIKIQUOTE IS NOW TAKING OWNERSHIP OF WIKINEWS FUCK YOU AL
Edit intent: coherence
Original: After the "fart bomb" exploded due  other mail items were placed on top of the magazines, firefighters and a hazardous substance unit were called to the post office due to worried postal workers .
Revised: After the "fart bomb" exploded due to other mail items were placed on top of the magazines, firefighters and a hazardous substance unit were called to the post office due to worried postal workers .
Edit intent: fluency
Original: After the "fart bomb" exploded due  other mail items were placed on top of the magazines, firefighters and a hazardous substance unit were called to the post office due to worried postal workers .
Revised: After the "fart bomb" exploded due other mail items placed on top of the magazines, firefighters and a hazardous substance unit were called to the post office due to worried postal workers .
Edit intent: fluency
Original: After the "fart bomb" exploded due  other mail items were placed on top of the magazines, firefighters and a hazardous substance unit were called to the post office due to worried postal workers .
Revised: After the "fart bomb" exploded due other mail items were placed on top of the magazines, firefighters and a hazardous substance unit to the post office due to worried postal workers .
Edit intent: clarity
Original: After the "fart bomb" exploded due  other mail items were placed on top of the magazines, firefighters and a hazardous substance unit were called to the post office due to worried postal workers .
Revised: After the "fart bomb" exploded due other mail items were placed on top of the magazines, firefighters and a hazardous substance unit were called to the post office .
Edit intent: coherence
Original: After the "fart bomb" exploded due to other mail items  placed on top of the magazines, worried postal workers called the firefighters' hazardous substance unit to the post office.
Revised: After the "fart bomb" exploded due to other mail items being placed on top of the magazines, worried postal workers called the firefighters' hazardous substance unit to the post office.
Edit intent: clarity
Original:  Mr  McEnaney said that after the smell was identified, both firefighters and the postal workers kept a good distance.
Revised:  Mr . McEnaney said that after the smell was identified, both firefighters and the postal workers kept a good distance.
Edit intent: fluency
Original:  Mr  Lyell said that when the firefighters and the hazardous substance unit were able to trace the smell back to the burst "fart bomb" the post shop and surrounding roads were reopened.
Revised:  Mr . Lyell said that when the firefighters and the hazardous substance unit were able to trace the smell back to the burst "fart bomb" the post shop and surrounding roads were reopened.
Edit intent: fluency
Original:  Mr  Lyell now asks the magazine to consider changing their packaging
Revised:  Mr . Lyell now asks the magazine to consider changing their packaging
Edit intent: fluency
Original: The Immigrazione del Tribunale di Milano ruled that, under Italian law, Mushtaq's right to bring someone to Italy as his wife could only be judged on the basis of the legitimacy of the marriage under the laws the country in which the marriage had been conducted.
Revised: The Tribunale dell'Immigrazione di Milano ruled that, under Italian law, Mushtaq's right to bring someone to Italy as his wife could only be judged on the basis of the legitimacy of the marriage under the laws the country in which the marriage had been conducted.
Edit intent: clarity
Original: An Italian court today ruled that marriages conducted over the telephone are admisable under Italian law.
Revised: An Italian court today ruled that marriages conducted over the telephone are admissable under Italian law.
Edit intent: fluency
Original:  Mushtaq Z. C., a Pakistani national who lives in Italy under a work permit  had permission to bring his wife to the country refused by the Italian Embassy on 20th Septemeber 2006  on that grounds that a wedding celebrated by telephone could not be valid.
Revised:  Mushtaq Z. C., a Pakistani national who lives in Italy under a work permit , had permission to bring his wife to the country refused by the Italian Embassy on 20th Septemeber 2006 on that grounds that a wedding celebrated by telephone could not be valid.
Edit intent: fluency
Original:  Mushtaq Z. C., a Pakistani national who lives in Italy under a work permit  had permission to bring his wife to the country refused by the Italian Embassy on 20th Septemeber 2006  on that grounds that a wedding celebrated by telephone could not be valid.
Revised:  Mushtaq Z. C., a Pakistani national who lives in Italy under a work permit had permission to bring his wife to the country refused by the Italian Embassy on 20th Septemeber 2006 , on that grounds that a wedding celebrated by telephone could not be valid.
Edit intent: fluency
Original: Breaking news - Downing Street aide Ruth Turner been arrested by UK police for the second time as part of an on going police investigation into the cash-for-honours scandal.
Revised: 10 Downing Street aide Ruth Turner been arrested by UK police for the second time as part of an on going police investigation into the cash-for-honours scandal.
Edit intent: clarity
Original:   Tony Blair has previously said that "Ms Turner, is a person of the highest integrity for whom I have great regard" . Police question Blair aide again Blair aide in cash-for-honours quiz URL Police quiz Blair aide over party fundin
Revised:  Prime Minister Tony Blair has previously said that "Ms Turner, is a person of the highest integrity for whom I have great regard" . Police question Blair aide again Blair aide in cash-for-honours quiz URL Police quiz Blair aide over party fundin
Edit intent: fluency
Original:   Tony Blair has previously said that "Ms Turner, is a person of the highest integrity for whom I have great regard" . Police question Blair aide again Blair aide in cash-for-honours quiz URL Police quiz Blair aide over party fundin
Revised:  Tony Blair has previously said that "Ms Turner, is a person of the highest integrity for whom I have great regard" 
Edit intent: clarity
Original: 10 Downing Street aide Ruth Turner been arrested by UK police for the second time  as part of an on going police investigation into the cash-for-honours scandal.
Revised: 10 Downing Street aide Ruth Turner was arrested by UK police for the second time as part of an on going police investigation into the cash-for-honours scandal.
Edit intent: fluency
Original: German researchers have found that natural methods of family planning like  symptothermal method (STM) are as effective as modern hormonal contraceptives such as birth-control pills.
Revised: German researchers have found that natural methods of family planning like the symptothermal method (STM) are as effective as modern hormonal contraceptives such as birth-control pills.
Edit intent: fluency
Original:  This finding disproves common opinion that natural methods of contraception are unrelieble and the least effective among all existing today family planning methods  .
Revised:  This finding challenges the common opinion that natural methods of contraception are unrelieble and the least effective among all existing today family planning methods .
Edit intent: clarity
Original:  This finding disproves common opinion that natural methods of contraception are unrelieble and the least effective among all existing today family planning methods  .
Revised:  This finding disproves common opinion that natural methods of contraception are unreliable and the least effective among all existing today family planning methods .
Edit intent: fluency
Original:  This finding disproves common opinion that natural methods of contraception are unrelieble and the least effective among all existing today family planning methods  .
Revised:  This finding disproves common opinion that natural methods of contraception are unrelieble and the least effective among all family planning methods .
Edit intent: clarity
Original:  The scientists at University of Heidelberg carried out a study of 900 women using  symptothermal method for family planning.
Revised:  The scientists at University of Heidelberg carried out a study of 900 women using the symptothermal method for family planning.
Edit intent: fluency