wanyu/IteraTeR_v2 huggingface dataset:
Original:  According to Peter Kwong, researcher at U.S National Institute of Health (NIH), this study is likely to contribute to finding of HIV's "site of vulnerability" which can be targeted with a vaccine that prevents  initial infection.
Revised:  According to Peter Kwong, researcher at U.S National Institute of Health (NIH), this study is likely to contribute to finding HIV's "site of vulnerability" which can be targeted with a vaccine that prevents initial infection.
Edit intent: fluency
Original:  According to Peter Kwong, researcher at U.S National Institute of Health (NIH), this study is likely to contribute to finding of HIV's "site of vulnerability" which can be targeted with a vaccine that prevents  initial infection.
Revised:  According to Peter Kwong, researcher at U.S National Institute of Health (NIH), this study is likely to contribute to finding of HIV's "site of vulnerability" which could then be targeted with a vaccine that prevents initial infection.
Edit intent: clarity
Original:  According to Peter Kwong, researcher at U.S National Institute of Health (NIH), this study is likely to contribute to finding of HIV's "site of vulnerability" which can be targeted with a vaccine that prevents  initial infection.
Revised:  According to Peter Kwong, researcher at U.S National Institute of Health (NIH), this study is likely to contribute to finding of HIV's "site of vulnerability" which can be targeted with a vaccine that prevents the initial infection.
Edit intent: fluency
Original:  This protein, called gp120, is bound to an infection-fighting antibody and seems to be susceptible to attacks by this antibody called B12 . B12 can broadly neutralize the virus.
Revised:  This protein, called gp120, binds to an infection-fighting antibody and seems to be susceptible to attacks by this antibody called B12 . B12 can broadly neutralize the virus.
Edit intent: coherence
Original:  This protein, called gp120, is bound to an infection-fighting antibody and seems to be susceptible to attacks by this antibody called B12 . B12 can broadly neutralize the virus.
Revised:  This protein, called gp120, is bound to an infection-fighting antibody and seems to be susceptible to attacks by this antibody called 'b12' . B12 can broadly neutralize the virus.
Edit intent: fluency
Original:  Researchers detailed the precise interaction as the virus tries to grab and infect cells sent to protect the body.
Revised:  Researchers detailed the precise interaction as the virus tries to hook on to and infect cells sent to protect the body.
Edit intent: clarity
Original:  Then the virus mutates quickly to fight the immune system's attacks as well as to stop antibodies that block the proteins with help of which HIV binds to a cell to infect it.
Revised:  Then the virus mutates quickly to fight the immune system's attacks as well as to counter the effect of antibodies that block the proteins with help of which HIV binds to a cell to infect it.
Edit intent: clarity
Original:  Scientists agree that a vaccine against AIDS is the only way to stop the pandemic of this disease, but, with all importance of these findings, much work and studies is still needed.
Revised:  Scientists agree that a vaccine against AIDS would be an ideal way to stop the pandemic of this disease, but, with all importance of these findings, much work and studies is still needed.
Edit intent: clarity
Original:  Scientists agree that a vaccine against AIDS is the only way to stop the pandemic of this disease, but, with all importance of these findings, much work and studies is still needed.
Revised:  Scientists agree that a vaccine against AIDS is the only way to stop the pandemic of this disease, but, with all importance of these findings, much work and studies are still needed.
Edit intent: fluency
Original: Snub not unlike Harper The children need not feel snubbed, as Harper has made a regular practice of ignoring or delaying scheduled visits.
Revised:  The children need not feel snubbed, as Harper has made a regular practice of ignoring or delaying scheduled visits.
Edit intent: clarity
Original: Snub not unlike Harper The children need not feel snubbed, as Harper has made a regular practice of ignoring or delaying scheduled visits.
Revised: Snub not unlike Harper Harper seems to have made a regular practice of ignoring or delaying scheduled visits.
Edit intent: clarity
Original:  Now we should concentrate on Bishkek [the capital  ]  ,” said former ambassador to Britain and opposition leader Roza Otunbayeva, to The Times.
Revised:  Now we should concentrate on [the capital ] ,” said former ambassador to Britain and opposition leader Roza Otunbayeva, to The Times.
Edit intent: clarity
Original:  Now we should concentrate on Bishkek [the capital  ]  ,” said former ambassador to Britain and opposition leader Roza Otunbayeva, to The Times.
Revised:  Now we should concentrate on Bishkek [the capital of ] ,” said former ambassador to Britain and opposition leader Roza Otunbayeva, to The Times.
Edit intent: clarity
Original:  The crowd of protesters, which swelled to 2,000, then seized the regional police and security stations in the city located 300 kilometres south of the capital of Bishkek.
Revised:  The crowd of protesters, which swelled to 2,000, then seized the regional police and security stations of the city located 300 kilometres south of the capital of Bishkek.
Edit intent: clarity
Original:  The crowd of protesters, which swelled to 2,000, then seized the regional police and security stations in the city located 300 kilometres south of the capital of Bishkek.
Revised:  The crowd of protesters, which swelled to 2,000, then seized the regional police and security stations in the city located 300 kilometres south of Bishkek.
Edit intent: clarity
Original:  He also said the opposition would create alternative governments throughout the country  .
Revised:  He also said the opposition would hold elections for alternative executive bodies throughout the country .
Edit intent: clarity
Original:  See also Kyrgyz parliamentary elections, 2005.
Revised:  Kyrgyz parliamentary elections, 2005.
Edit intent: clarity
Original: Kyoto wants to drop 6\% of greenhouse gas emissions starting from 1990 levels by 2012.
Revised: Kyoto wants to drop 6\% of greenhouse gas emissions starting from 1990 to 2012.
Edit intent: clarity
Original:  The Condervatives were elected on the 23 of January in 2005 
Revised:  The Conservatives were elected on the 23 of January in 2005 
Edit intent: fluency
Original:  The Condervatives were elected on the 23 of January in 2005 
Revised:  The Condervatives were elected on the 23 of January in 2005. 
Edit intent: fluency
Original: According to a recent survey and study by the British journal "The Lancet", mothers eating fish during certain parts of thier pregnancy could possibly help a child's development.
Revised: According to a recent survey and study by the British journal "The Lancet", mothers eating fish during certain parts of their pregnancy could possibly help a child's development.
Edit intent: fluency
Original:  "The Lancet" conducted a survey of over 10,000 British women, and asked that they adjust thier seafood intake to 340 grams per week.
Revised:  "The Lancet" conducted a survey of over 10,000 British women, and asked that they adjust their seafood intake to 340 grams per week.
Edit intent: fluency
Original:  During 2004, the United States Food and Drug Administration and the Enviornmental Protection Agency released a report telling mothers-to-be that women who are pregnant, or who were currently nursing a child should eat less than 12 ounces of seafood every week to prevent development problems due to the toxin in the seafood.
Revised:  During 2004, the United States Food and Drug Administration and the Environmental Protection Agency released a report telling mothers-to-be that women who are pregnant, or who were currently nursing a child should eat less than 12 ounces of seafood every week to prevent development problems due to the toxin in the seafood.
Edit intent: fluency
Original: According to a recent survey and study by the British journal "The Lancet" , mothers eating fish during certain parts of their pregnancy could possibly help a child's development.
Revised: According to a recent survey and study reported in the British journal "The Lancet" , mothers eating fish during certain parts of their pregnancy could possibly help a child's development.
Edit intent: clarity
Original: According to a recent survey and study by the British journal "The Lancet" , mothers eating fish during certain parts of their pregnancy could possibly help a child's development.
Revised: According to a recent survey and study by the British journal Lancet , mothers eating fish during certain parts of their pregnancy could possibly help a child's development.
Edit intent: coherence
Original:  According to "The Lancet", seafood is the predominant source of omega-3 fatty acids, which are " essential for optimal neural development " . "The Lancet" conducted a survey of over 10,000 British women, and asked that they adjust their seafood intake to 340 grams per week.
Revised:  Seafood is the predominant source of omega-3 fatty acids, which are " essential for optimal neural development " . "The Lancet" conducted a survey of over 10,000 British women, and asked that they adjust their seafood intake to 340 grams per week.
Edit intent: coherence
Original:  According to "The Lancet", seafood is the predominant source of omega-3 fatty acids, which are " essential for optimal neural development " . "The Lancet" conducted a survey of over 10,000 British women, and asked that they adjust their seafood intake to 340 grams per week.
Revised:  According to "The Lancet", seafood is the predominant source of omega-3 fatty acids, which are essential for optimal neural development " . "The Lancet" conducted a survey of over 10,000 British women, and asked that they adjust their seafood intake to 340 grams per week.
Edit intent: fluency
Original:  According to "The Lancet", seafood is the predominant source of omega-3 fatty acids, which are " essential for optimal neural development " . "The Lancet" conducted a survey of over 10,000 British women, and asked that they adjust their seafood intake to 340 grams per week.
Revised:  According to "The Lancet", seafood is the predominant source of omega-3 fatty acids, which are " essential for optimal neural development . "The Lancet" conducted a survey of over 10,000 British women, and asked that they adjust their seafood intake to 340 grams per week.
Edit intent: fluency
Original:  According to "The Lancet", seafood is the predominant source of omega-3 fatty acids, which are " essential for optimal neural development " . "The Lancet" conducted a survey of over 10,000 British women, and asked that they adjust their seafood intake to 340 grams per week.
Revised:  According to "The Lancet", seafood is the predominant source of omega-3 fatty acids, which are " essential for optimal neural development " . The survey of over 10,000 British women, and asked that they adjust their seafood intake to 340 grams per week.
Edit intent: coherence
Original:  During 2004, the United States Food and Drug Administration and the Environmental Protection Agency released a report telling mothers-to-be that women who are pregnant , or who were currently nursing a child should eat less than 12 ounces of seafood every week to prevent development problems due to the toxin in the seafood.
Revised:  During 2004, the United States Food and Drug Administration and the Environmental Protection Agency released a report recommending pregnant women and nursing mothers should eat less than 12 ounces of seafood every week to prevent development problems due to the toxin in the seafood.
Edit intent: clarity
Original:  During 2004, the United States Food and Drug Administration and the Environmental Protection Agency released a report telling mothers-to-be that women who are pregnant , or who were currently nursing a child should eat less than 12 ounces of seafood every week to prevent development problems due to the toxin in the seafood.
Revised:  During 2004, the United States Food and Drug Administration and the Environmental Protection Agency released a report telling mothers-to-be that women who are pregnant , or who were currently nursing a child should eat less than 12 ounces of seafood every week to prevent development problems due to the toxins in the seafood.
Edit intent: fluency
Original:  A symbol of homosexual pride.
Revised:  A symbol of gay pride.
Edit intent: clarity
Original: Disney 's given a thumbs down to a university's LGBT club stage production of Sister Act.
Revised: Disney has given a thumbs down to a university's LGBT club stage production of Sister Act.
Edit intent: fluency
Original:  Australia were already in trouble, when by the fourth over they had lost two wickets for a meagre 16 runs, the damage coming from New Zealand's pace bowler, Shane Bond, who finished the day with a five wicket haul including a spectacular caught-and-bowled off Australia's Cameron White.
Revised:  Australia were already in trouble, when by the fourth over they had lost two wickets for a mere 16 runs, the damage coming from New Zealand's pace bowler, Shane Bond, who finished the day with a five wicket haul including a spectacular caught-and-bowled off Australia's Cameron White.
Edit intent: clarity
Original:  An earlier design for a stamp, produced in 1950, had been rejected due to depictions of nudity in the engraving.
Edit intent: coherence
Original: [[Image:Sit_here.jpg|A "Sit Here" flyer on a New York stoop]] A campaign inspired by a recent class project, Sarah Feldman, Chelsea Briganti and Essence Rodriguez are using flyers placed around New York to encourage residents and visitors to get to know one another on their stoops.
Revised: [[Image:Sit_here.jpg|A "Sit Here" flier on a New York stoop]] A campaign inspired by a recent class project, Sarah Feldman, Chelsea Briganti and Essence Rodriguez are using flyers placed around New York to encourage residents and visitors to get to know one another on their stoops.
Edit intent: fluency
Original: [[Image:Sit_here.jpg|A "Sit Here" flyer on a New York stoop]] A campaign inspired by a recent class project, Sarah Feldman, Chelsea Briganti and Essence Rodriguez are using flyers placed around New York to encourage residents and visitors to get to know one another on their stoops.
Revised: [[Image:Sit_here.jpg|A "Sit Here" flyer on a New York stoop]] In Sit Here, a campaign inspired by a recent class project, Sarah Feldman, Chelsea Briganti and Essence Rodriguez are using flyers placed around New York to encourage residents and visitors to get to know one another on their stoops.
Edit intent: clarity
Original: [[Image:Sit_here.jpg|A "Sit Here" flyer on a New York stoop]] A campaign inspired by a recent class project, Sarah Feldman, Chelsea Briganti and Essence Rodriguez are using flyers placed around New York to encourage residents and visitors to get to know one another on their stoops.
Revised: [[Image:Sit_here.jpg|A "Sit Here" flyer on a New York stoop]] A campaign inspired by a recent class project, Sarah Feldman, Chelsea Briganti and Essence Rodriguez are using fliers placed around New York to encourage residents and visitors to get to know one another on their stoops.
Edit intent: fluency
Original:  Feldman also is responsible for getting different news sources to contact the team, such as the Brooklyn Papers , and the New York Magazine.
Revised:  Feldman is also responsible for getting different news sources to contact the team, such as the Brooklyn Papers , and the New York Magazine.
Edit intent: fluency
Original:  Feldman also is responsible for getting different news sources to contact the team, such as the Brooklyn Papers , and the New York Magazine.
Revised:  Feldman also is responsible for getting different news sources to contact the team, such as the Brooklyn Papers and New York Magazine.
Edit intent: fluency
Original:  The Brooklyn Record saw the topic about our website I posted on a Park Slope Messageboard .
Revised:  The Brooklyn Record saw the topic about our website I posted on a Park Slope message board .
Edit intent: fluency
Original:  They talked about it and put our url on their site.
Revised:  They talked about it and put our URL on their site.
Edit intent: fluency
Original:  We didn't know if it was just the internet that caused all the fuss, but then a blogger on OnlyTheBlogKnowsBrooklyn and some photographer on Flickr found our flyers ! Feldman I'd run this project in my hometown, Houston.
Revised:  We didn't know if it was just the Internet that caused all the fuss, but then a blogger on OnlyTheBlogKnowsBrooklyn and some photographer on Flickr found our flyers ! Feldman I'd run this project in my hometown, Houston.
Edit intent: fluency
Original:  We didn't know if it was just the internet that caused all the fuss, but then a blogger on OnlyTheBlogKnowsBrooklyn and some photographer on Flickr found our flyers ! Feldman I'd run this project in my hometown, Houston.
Revised:  We didn't know if it was just the internet that caused all the fuss, but then a blogger on OnlyTheBlogKnowsBrooklyn and some photographer on Flickr found our fliers ! Feldman I'd run this project in my hometown, Houston.
Edit intent: fluency
Original:  Now THERE you will find few people outside.
Revised:  Now there you will find few people outside.
Edit intent: fluency
Original:  Houston has also coined the term "The Driving City" No walking...just driving.
Revised:  Houston has also coined the term "The Driving City" : no walking...just driving.
Edit intent: fluency
Original:  Probably they were watching tv or on the internet .
Revised:  Probably they were watching TV or on the internet .
Edit intent: fluency
Original:  Probably they were watching tv or on the internet .
Revised:  Probably they were watching tv or on the Internet .
Edit intent: fluency
Original:  Sit Here has been noticed in at least 15 different news sources, including Wikinews . You can find more information about Sit Here's publicity here
Revised:  Sit Here has been noticed in at least 15 different news sources, including Wikinews 
Edit intent: clarity
Original: A trio of freshmen at a New York design school say that residents aren't taking advantage of a valuable and countless resource found all around the world: stoops.
Edit intent: coherence
Original:  Image:Sit_here.jpg|A "Sit Here" flier on a New York stoop%DIFDELCMD < ]] %DIFDELCMD < %DIFDELCMD < %%% In Sit Here, a campaign inspired by a recent class project, Sarah Feldman, Chelsea Briganti and Essence Rodriguez are using fliers placed around New York to encourage residents and visitors to get to know one another on their stoops.
Revised:  %DIFDELCMD < ]] %DIFDELCMD < %DIFDELCMD < %%% In Sit Here, a campaign inspired by a recent class project, Sarah Feldman, Chelsea Briganti and Essence Rodriguez are using fliers placed around New York to encourage residents and visitors to get to know one another on their stoops.
Edit intent: clarity
Original:  Image:Sit_here.jpg|A "Sit Here" flier on a New York stoop%DIFDELCMD < ]] %DIFDELCMD < %DIFDELCMD < %%% In Sit Here, a campaign inspired by a recent class project, Sarah Feldman, Chelsea Briganti and Essence Rodriguez are using fliers placed around New York to encourage residents and visitors to get to know one another on their stoops.
Revised:  Image:Sit_here.jpg|A "Sit Here" flier on a New York stoop%DIFDELCMD < ]] %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Wikinews: When your group started this project, did you ever expect it would get this much publicity from the press and the public?
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Sit Here has been noticed in at least 15 different news sources, including Wikinews
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: Wikinews . 
Revised: Wikinews 
Edit intent: fluency
Original:  This flood of data will require years of study to exploit their full value, forever increasing our understanding of Mars and its history of climate change," added Okubo  
Revised:  This flood of data will require years of study to exploit their full value, forever increasing our understanding of Mars and its history of climate change," added Okubo . 
Edit intent: fluency
Original:  NASA's Mars Reconnaissance Orbiter has discovered more evidence on the Planet Mars that water may have flowed beneath the surface and that "cracks" that lead below the surface may have, at one time, been "habitable" for "microbial life," accordong to the head investigater for the orbiter's camera, Dr. Alfred McEwen.
Revised:  NASA's Mars Reconnaissance Orbiter has discovered more evidence on the Planet Mars that water may have flowed beneath the surface and that "cracks" that lead below the surface may have, at one time, been "habitable" for "microbial life," according to the head investigater for the orbiter's camera, Dr. Alfred McEwen.
Edit intent: fluency
Original:  For my whole life, I've always seen myself as an outsider."%DIFDELCMD < %DIFDELCMD < %%% References Headshot of Mayne%DIFDELCMD < %DIFDELCMD < %%% Category:Publish
Revised:  For my whole life, I've always seen myself as an outsider."%DIFDELCMD < %DIFDELCMD < %%% Headshot of Mayne%DIFDELCMD < %DIFDELCMD < %%% Category:Publish
Edit intent: coherence
Original:  For my whole life, I've always seen myself as an outsider."%DIFDELCMD < %DIFDELCMD < %%% References Headshot of Mayne%DIFDELCMD < %DIFDELCMD < %%% Category:Publish
Revised:  For my whole life, I've always seen myself as an outsider."%DIFDELCMD < %DIFDELCMD < %%% References %DIFDELCMD < %DIFDELCMD < %%% Category:Publish
Edit intent: coherence
Original:  Mayne earned his architecture degree from the University of Southern California in 1968.
Revised:  Mayne earned his architecture degree from the in 1968.
Edit intent: clarity
Original: The Delta II rocket with NASA's THEMIS spacecraft aboard lifts off at Cape Canaveral Air Force Station at 23 :01 UTC Five satellites, carried inside a Delta II rocket , took off from NASA's Cape Canaveral launch pad today, in an effort to investigate the northern lights and the electromagnetic storms that cause them.
Revised: The Delta II rocket with NASA's THEMIS spacecraft aboard lifts off at Cape Canaveral Air Force Station at 23 :01 UTC Five satellites, carried inside a Delta II rocket blasted off from NASA's Cape Canaveral launch pad today, in an effort to investigate the northern lights and the electromagnetic storms that cause them.
Edit intent: clarity