wanyu/IteraTeR_v2 huggingface dataset:
Original:  Anyone with information on the couple and who they might have been are  to contact authorities
Revised:  Anyone with information on the couple and who they might have been are asked to contact authorities
Edit intent: clarity
Original:  One witness states that she may have been a prostitute.
Revised:  One witness stated that she may have been a prostitute.
Edit intent: fluency
Original:  The woman, in her twenties, was transported to a local hospital but later died from her injures .
Revised:  The woman, in her twenties, was transported to a local hospital but later died from her injuries .
Edit intent: fluency
Original:  One witness stated that she may have been a prostitute
Revised:  Nearby residents suspected prostitution, because the area was commonly used for such
Edit intent: clarity
Original: Gary Foster, a British cancer patient  has died after a hospital  error.
Revised: Gary Foster, a British cancer patient , has died after a hospital error.
Edit intent: fluency
Original:  The 27-year-old was undergoing a trial at the University College London Hospital when an apparant computer system error led to him recieving double the amount of chemotherapy he should have been prescribed .
Revised:  The twenty-seven-year-old was undergoing a trial at the University College London Hospital when an apparant computer system error led to him recieving double the amount of chemotherapy he should have been prescribed .
Edit intent: clarity
Original:  The 27-year-old was undergoing a trial at the University College London Hospital when an apparant computer system error led to him recieving double the amount of chemotherapy he should have been prescribed .
Revised:  The 27-year-old was undergoing a trial at the University College London Hospital when an apparent computer system error led to him recieving double the amount of chemotherapy he should have been prescribed .
Edit intent: fluency
Original:  The 27-year-old was undergoing a trial at the University College London Hospital when an apparant computer system error led to him recieving double the amount of chemotherapy he should have been prescribed .
Revised:  The 27-year-old was undergoing a trial at the University College London Hospital when an apparant computer system error led to him repeatedly receiving double the amount of chemotherapy he should have been prescribed .
Edit intent: clarity
Original:  The 27-year-old was undergoing a trial at the University College London Hospital when an apparant computer system error led to him recieving double the amount of chemotherapy he should have been prescribed .
Revised:  The 27-year-old was undergoing a trial at the University College London Hospital when an apparant computer system error led to him recieving double the amount of chemotherapy needed .
Edit intent: clarity
Original:  An inquest is awaited 
Revised:  University College London Hospital reviewed its procedures and has made sufficient changes for future patient safety. The lesson it has learned, hospital officials stated, was to include "a second separate check by senior pharmacy staff...for every patient before repeated doses are given." Suspected overdoses were reported through written letters, which hospital staff left unopened for two days. 
Edit intent: coherence
Original: Gary Foster was engaged, with weddings plans this month.
Revised: Gary Foster was engaged, with wedding plans this month.
Edit intent: fluency
Original:  Another patient suffered an overdose during the trial but thankfully survived.
Revised:  Another patient suffered an overdose during the trial but survived.
Edit intent: clarity
Original:  The armoured mistfrog was not supposed to be in the local area, either--the previously described habitat of "upland rainforests" along the coast north of Cairns greatly differed from the new locale.
Edit intent: coherence
Original:  CNN and United Press International ran balanced reports that did not suggest dangers or precautions beyond the lead researcher's conclusions  
Revised:  CNN and United Press International ran balanced reports that did not suggest dangers or precautions beyond the lead researcher's conclusions . 
Edit intent: fluency
Original:  A spokesman for the Council on American-Islamic Relations, Ibrahim Hooper, commented that he "can't imagine that you can produce, package, distribute and advertise this product for less than 50 million dollars" . this movie is against the islam, and totaly wrong image of muslims has been presented in this mov
Revised:  A spokesman for the Council on American-Islamic Relations, Ibrahim Hooper, commented that he "can't imagine that you can produce, package, distribute and advertise this product for less than 50 million dollars" this movie is against the islam, and totaly wrong image of muslims has been presented in this mov
Edit intent: fluency
Original:  A spokesman for the Council on American-Islamic Relations, Ibrahim Hooper, commented that he "can't imagine that you can produce, package, distribute and advertise this product for less than 50 million dollars" . this movie is against the islam, and totaly wrong image of muslims has been presented in this mov
Revised:  A spokesman for the Council on American-Islamic Relations, Ibrahim Hooper, commented that he "can't imagine that you can produce, package, distribute and advertise this product for less than 50 million dollars" . 
Edit intent: coherence
Original:  Nonie Darwish, a former Egyptian Muslim, also featured in the film, has been widely criticized for her belief that "Islam is cruel, anti-women, anti-religious freedom and anti-personal freedom in general."
Revised:  Nonie Darwish, also featured in the film, has been widely criticized for her belief that "Islam is cruel, anti-women, anti-religious freedom and anti-personal freedom in general."
Edit intent: clarity
Original:  The film received awards at numerous conservative film festivals like the Liberty Film Festival.
Revised:  The film received awards at numerous film festivals like the Liberty Film Festival.
Edit intent: clarity
Original:  It features interviews with counter-terrorist analysts, footage from Arabic TV, and interviews with former terrorists.
Revised:  It features interviews with counter-terrorism analysts, footage from Arabic TV, and interviews with former terrorists.
Edit intent: fluency
Original:  According to the Council on American-Islamic Relationships , which has received a large amount of calls over the matter, Muslims feel it is "an attempt to not only marginalize and demonize the American Muslim community, but also to sway the election by targeting swing states".
Revised:  According to the Council on American-Islamic Relations (CAIR) , which has received a large amount of calls over the matter, Muslims feel it is "an attempt to not only marginalize and demonize the American Muslim community, but also to sway the election by targeting swing states".
Edit intent: clarity
Original:  An investigation by IPS in 2007 revealed that Obsession's production was... closely tied to right-wing Zionists both in America and Israel.
Revised:  An investigation by Inter Press Service in 2007 revealed that Obsession's production was... closely tied to right-wing Zionists both in America and Israel.
Edit intent: clarity
Original:  A spokesman for the Council on American-Islamic Relations , Ibrahim Hooper, commented that he "can't imagine that you can produce, package, distribute and advertise this product for less than 50 million dollars"
Revised:  A spokesman for CAIR , Ibrahim Hooper, commented that he "can't imagine that you can produce, package, distribute and advertise this product for less than 50 million dollars"
Edit intent: clarity
Original:  It marked the largest political emigration from the United States since the w: American Revolution two centuries earlier
Revised:  It marked the largest political emigration from the United States since the American Revolution two centuries earlier
Edit intent: fluency
Original:  the sentencing of deserter Robin Long several weeks ago proved that the country was mistreating those deserters who had also been vocal opponents of the Iraq War  . Prosecutors had pointed to a media interview in which Long criticised the invasion as being illegal and immoral, arguing that it constituted an aggravating factor worthy of additional punishment.
Revised:  the sentencing of deserter Robin Long several weeks ago proved that the country was targeting those deserters who had also been vocal opponents of the Iraq War . Prosecutors had pointed to a media interview in which Long criticised the invasion as being illegal and immoral, arguing that it constituted an aggravating factor worthy of additional punishment.
Edit intent: clarity
Original: One of the first American soldiers to cross the border in January 2004, Hinzman cited his religious conversion to the Quaker church which forbid violence, but was ordered deported back to the United States along with eight other soldiers who had entered Canada.
Revised: One of the first American soldiers to cross the border in January 2004, Hinzman cited his religious conversion to the Quaker church which forbids violence, but was ordered deported back to the United States along with eight other soldiers who had entered Canada.
Edit intent: fluency
Original: On Monday night, AFL player Adam Cooney won the AFL 's most prestigious award, the Brownlow Medal, awarded to the AFL's best and fairest.
Revised: On Monday night, Australian Football player Adam Cooney won the AFL 's most prestigious award, the Brownlow Medal, awarded to the AFL's best and fairest.
Edit intent: clarity
Original: On Monday night, AFL player Adam Cooney won the AFL 's most prestigious award, the Brownlow Medal, awarded to the AFL's best and fairest.
Revised: On Monday night, AFL player Adam Cooney won the Australian Football League 's most prestigious award, the Brownlow Medal, awarded to the AFL's best and fairest.
Edit intent: clarity
Original:  Cooney took the lead after 20 rounds of votes has been cast (out of twenty-two), and is the first Western Bulldogs player to win the medal since 1992 
Revised:  Cooney took the lead after 20 rounds of votes has been cast (out of twenty-two), and is the first Western Bulldogs player to win the medal since 1992. 
Edit intent: fluency
Original:  However, he returned, and took the lea 
Revised:  However, he returned, and took the lead. 
Edit intent: fluency
Original:  Cooney took the lead after 20 rounds of votes has been cast ( out of twenty-two), and is the first Western Bulldogs player to win the medal since 1992.
Revised:  Cooney took the lead after 20 rounds of votes had been cast ( out of twenty-two), and is the first Western Bulldogs player to win the medal since 1992.
Edit intent: fluency
Original:  Cooney took the lead after 20 rounds of votes has been cast ( out of twenty-two), and is the first Western Bulldogs player to win the medal since 1992.
Revised:  Cooney took the lead after 20 rounds of votes has been cast ( from twenty-two), and is the first Western Bulldogs player to win the medal since 1992.
Edit intent: fluency
Original:  It should also be noted that AFL CEO, Andrew Demitriew mistakenly started calling out Round 2 's votes at the start of the count, when Round 1 's votes should have been called out
Revised:  It should also be noted that AFL CEO, Andrew Demitriew mistakenly started calling out Round 2 first, instead of the votes for Round 1 's votes should have been called out
Edit intent: clarity
Original:  It should also be noted that AFL CEO, Andrew Demitriew mistakenly started calling out Round 2 's votes at the start of the count, when Round 1 's votes should have been called out
Revised:  It should also be noted that AFL CEO, Andrew Demitriew mistakenly started calling out Round 2 's votes at the start of the count, when Round 1 
Edit intent: clarity
Original:  Many of his former supporters have since joined Baldwin  and independent Ralph Nader's presidential campaigns.
Revised:  Many of his former supporters have since joined Baldwin 's and independent Ralph Nader's presidential campaigns.
Edit intent: fluency
Original:  Many of his former supporters have since joined Baldwin's and independent Ralph Nader's presidential campaigns.
Revised:  Many of his former supporters have since joined Baldwin's and Independent Ralph Nader's presidential campaigns.
Edit intent: fluency
Original:  The announcement of this new handset, named the T-Mobile G1, was in an event run by T-Mobile USA which took place today  
Revised:  The announcement of this new handset, named the T-Mobile G1, was in an event run by T-Mobile USA which took place today . 
Edit intent: fluency
Original:  These people were Andy Rubin, who represents Google and Christopher Schlaffer, who works for Deutsche Telekom as their chief technology officer   
Revised:  These people were Andy Rubin, who represents Google and Christopher Schlaffer, who works for Deutsche Telekom as their chief technology officer . 
Edit intent: fluency
Original:  Marguerite Reardon from CNET said that Android looks rather like the iPhone, and as a result she does not think the phone can be descried as iconic   
Revised:  Marguerite Reardon from CNET said that Android looks rather like the iPhone, and as a result she does not think the phone can be descried as iconic . 
Edit intent: fluency
Original:  Android is entirely open source, and was developed by Google along with the Open Handset Alliance, a partnership of over thirty companies working to develop open source software fore mobile phones
Revised:  Android is entirely open source, and was developed by Google along with the Open Handset Alliance, a partnership of over thirty companies working to develop open source software for mobile phones
Edit intent: fluency
Original:  The first phone that runs on Google Android was today unveiled by T-Mobile.
Revised:  The first phone that runs on Google Android was unveiled today by T-Mobile.
Edit intent: fluency
Original:  The announcement of this new handset, named the T-Mobile G1, was  in an event run by T-Mobile USA which took place today.
Revised:  The announcement of this new handset, named the T-Mobile G1, was made in an event run by T-Mobile USA which took place today.
Edit intent: clarity
Original:  The event started at 14:30 UTC (10:30 local time) when Cole Brodman, T-Mobile USA's chief technology and innovation officer  , started introducing the people who were going to present the launch.
Revised:  The event started at 14:30 UTC (10:30 local time) when Cole Brodman, the chief technology and innovation officer , started introducing the people who were going to present the launch.
Edit intent: clarity
Original:  The event started at 14:30 UTC (10:30 local time) when Cole Brodman, T-Mobile USA's chief technology and innovation officer  , started introducing the people who were going to present the launch.
Revised:  The event started at 14:30 UTC (10:30 local time) when Cole Brodman, T-Mobile USA's chief technology and innovation officer , started introducing the people who were going to be present at the launch.
Edit intent: clarity
Original:  These people were Andy Rubin, who represents Google  and Christopher Schlaffer, who works for Deutsche Telekomas their chief technology officer .
Revised:  These people were Andy Rubin, who represents Google , and Christopher Schlaffer, who works for Deutsche Telekomas their chief technology officer .
Edit intent: fluency
Original:  These people were Andy Rubin, who represents Google  and Christopher Schlaffer, who works for Deutsche Telekomas their chief technology officer .
Revised:  These people were Andy Rubin, who represents Google and Christopher Schlaffer, who is the CTO of Deutsche Telekom .
Edit intent: clarity
Original:  Five minutes later Schlaffer announced that Google Android will be available for Christmas 2008 on T-Mobile using Deutsche Telekom.
Revised:  Five minutes later Schlaffer announced that Google Android will be available for Christmas 2008 on T-Mobile for customers of Deutsche Telekom.
Edit intent: clarity
Original:  The new phone is then revealed by Cole Brodman, who described this phone as "iconic."
Revised:  The new phone was then revealed by Cole Brodman, who described this phone as "iconic."
Edit intent: fluency
Original:  The new phone is then revealed by Cole Brodman, who described this phone as "iconic."
Revised:  The new phone is then revealed by Cole Brodman, who described the phone as "iconic."
Edit intent: fluency
Original:  Android is entirely open source, and was developed by Google along with the Open Handset Alliance, a partnership of over thirty companies working to develop open source software for mobile phones
Revised:  Android is completely open source, and was developed by Google along with the Open Handset Alliance, a partnership of over thirty companies working to develop open source software for mobile phones
Edit intent: fluency
Original:  Android is entirely open source, and was developed by Google along with the Open Handset Alliance, a partnership of over thirty companies working to develop open source software for mobile phones
Revised:  Android is entirely open source, and was developed by Google and the Open Handset Alliance, a partnership of over thirty companies working to develop open source software for mobile phones
Edit intent: clarity
Original:  Marguerite Reardon from CNET said that Android looks rather like the iPhone, and as a result she does not think the phone can be descried as iconic.
Revised:  Marguerite Reardon from CNET said that Android looks rather like the iPhone, and as a result she does not think the phone can be described as iconic.
Edit intent: fluency
Original: The new phone will be available free in the UK for users with contracts that cost over forty GB £ (Approximately 74 US$) per month.
Revised: The new phone will be available free in the UK for users with contracts that cost over 40GB £ (Approximately 74 US$) per month.
Edit intent: fluency
Original:  The four urged the Committee to pass legislation allowing the Treasury to spend up to  $700 billion to bailout investment banks by purchasing their "illiquid debt".
Revised:  The four urged the Committee to pass legislation allowing the Treasury to spend up to US $700 billion to bailout investment banks by purchasing their "illiquid debt".
Edit intent: clarity
Original:  The proposal will create a reverse auction, in which the illiquid debt will be bought by the Treasury at a price much higher than the firesale prices the securities are currently valued out.
Revised:  The proposal will create a reverse auction, in which the illiquid debt will be bought by the Treasury at a price much higher than the fire sale prices the securities are currently valued out.
Edit intent: fluency
Original:  "I know people have real concerns about the future of the country, the future of the economy and people in this hall have concerns about the future of our party too.   
Revised:  "I know people have real concerns about the future of the country, the future of the economy and people in this hall have concerns about the future of our party too. " 
Edit intent: fluency
Original:  "I know people have real concerns about the future of the country, the future of the economy and people in this hall have concerns about the future of our party too.   
Revised:  "I know people have real concerns about the future of the country, the future of the economy and people in this hall have concerns about the future of our party too. He then claimed that he "didn't come into politics to be a celebrity or thinking I'd always be popular." "Perhaps, that's just as well," he continued. "No, 25 years ago I asked the people of Fife to send me to parliament to serve the country I love." 
Edit intent: coherence
Original:  He then added that "he didn't come to London because I wanted to join the establishment, but because I wanted and want to change it."
Revised:  He then said that he " didn't come to London because I wanted to join the establishment, but because I wanted and want to change it."
Edit intent: clarity
Original:  This last week will be studied by our children - as the week the world was spun on its axis - and old certainties were turned on their heads     .
Revised:  This last week will be studied by our children - as the week the world was spun on its axis - and old certainties were turned on their heads ." .
Edit intent: fluency
Original: Brown introduced the speech by telling the conference attendees that he wouldn't to discuss his reasons for leading the country.
Revised: Brown introduced the speech by telling the conference attendees that he wanted to discuss his reasons for leading the country.
Edit intent: fluency
Original: Later in the speech, Mr. Brown discussed how he believes his government should deal with climate change.
Revised: Later in the speech, Brown discussed how he believes his government should deal with climate change.
Edit intent: clarity
Original: On September 21, 2008, whilst he was in Eastern Switzerland, Swiss Finance Minister Hans-Rudolf Merz  suffered a major heart attack and had to be hospitalised.
Revised:  Swiss Finance Minister Hans-Rudolf Merz suffered a major heart attack and had to be hospitalised.
Edit intent: coherence
Original: On September 21, 2008, whilst he was in Eastern Switzerland, Swiss Finance Minister Hans-Rudolf Merz  suffered a major heart attack and had to be hospitalised.
Revised: On September 21, 2008, whilst he was in Eastern Switzerland, Swiss Finance Minister Hans-Rudolf Merz has suffered a major heart attack and had to be hospitalised.
Edit intent: coherence
Original:  Merz has been Finance Minister since 2004 and comes from the Eastern Canton of Appenzel.
Edit intent: coherence
Original: The Swiss President, Pascal Couchepin, announced that he would not be attending the UN General Assembly in New York and that the Cabinet would hold an extra-ordinary session .
Revised: The Swiss President, Pascal Couchepin, announced that he would not be attending the UN General Assembly in New York and that the Cabinet would hold an extra-ordinary session 
Edit intent: fluency
Original:  Wow that sucks well i now wanna break into song!!!!!!!!!!!
Edit intent: coherence
Original: ?? Yeah i like French toast!!!!!! dodoododododdo cant wait to get a mouthful!!!
Revised: ?? Yeah i like French toast!!!!!! 
Edit intent: coherence
Original: Last month, US intelligence intercepted Al-Qaeda communications instructing operatives to be ready for instructions in October.
Revised: Last month, US intelligence intercepted Al-Qaeda communications warning operatives to be ready for instructions in October.
Edit intent: clarity
Original:  The terrorist group is thought to be planning what has been called an "October surprise"  in order to influence the 2008  elections, just as it did in 2004    ]  ]  
Revised:  The terrorist group is thought to be planning what has been called an "October surprise" in order to influence the 2008 elections, just as it did in 2004 does] ] 
Edit intent: fluency
Original:  According to the vice president of research at the Foundation for Defense of Democracies, Daveed Gartenstein-Ross, the attack would have been devastating if it had succeeded in killing the the new President.
Revised:  According to the vice president of research at the Foundation for Defense of Democracies, Daveed Gartenstein-Ross, the attack would have been devastating if it had succeeded in killing the new President.
Edit intent: fluency
Original:  "Think of the symbolic value if they were able to kill Zardari after his first address as president of Pakistan in a speech announcing his fight against the terrorists," he said .
Revised:  "Think of the symbolic value if they were able to kill Zardari after his first address as president of Pakistan in a speech announcing his fight against the terrorists," he said 
Edit intent: fluency
Original:  The attacks are likely to be carried out in Europe, or less likely Latin America or Pakistan's tribal regions, because of the high and rising number of Al-Qaeda there.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% A spokesman for Yemen's Islamic Jihad is threatening hostilities against American and British foreigners if diplomats do not leave the country
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence