wanyu/IteraTeR_v2 huggingface dataset:
Original:  "We continue to monitor the situation and is co-operating with other authorities as well as other european authorities", says director of health and hygiene within the Norwegian Food Safety Authority, Stein Ivar Ormsettrø.
Revised:  "We continue to monitor the situation and is co-operating with other authorities as well as other European authorities", says director of health and hygiene within the Norwegian Food Safety Authority, Stein Ivar Ormsettrø.
Edit intent: fluency
Original:  "We continue to monitor the situation and is co-operating with other authorities as well as other european authorities", says director of health and hygiene within the Norwegian Food Safety Authority, Stein Ivar Ormsettrø.
Revised:  "We continue to monitor the situation and is co-operating with other authorities as well as other european authorities", said director of health and hygiene within the Norwegian Food Safety Authority, Stein Ivar Ormsettrø.
Edit intent: fluency
Original:  Ali said he didn't realise he had done anything illegal    
Revised:  Ali said he didn't realise he had done anything illegal . 
Edit intent: fluency
Original:   Ali told his trial he had discovered drugs and guns for sale.
Revised:  The judge said today there was "real risk" involved. Ali told his trial he had discovered drugs and guns for sale.
Edit intent: coherence
Original:  a to-do list on his computer included "paid ricin guy" and "get pet to murder"  
Revised:  a to-do list on his computer included "paid ricin guy" and "get pet to murder" . 
Edit intent: fluency
Original:  a to-do list on his computer included "paid ricin guy" and "get pet to murder"  
Revised:  a to-do list on his computer included "paid ricin guy" and "get pet to murder" Mr Justice Saunders said the case called for "a deterrent sentence", which "will appear harsh to the defendant and his family." "Everyone needs to know that the possession of a chemical weapon is extremely serious and long prison sentences will follow.
Edit intent: coherence
Original: Ali was prosecuted under the after sending an undercover agent a message reading "Hi, would you be able to make me some ricin and send it to the UK?" He bought 500mg, which has the potential to kill  1, 600 , but was sent a dummy package.
Revised: Ali was prosecuted under the after sending an undercover agent a message reading "Hi, would you be able to make me some ricin and send it to the UK?" He bought 500mg, which has the potential to kill about 1, 600 , but was sent a dummy package.
Edit intent: clarity
Original:  Mr Justice Saunders today imprisoned a man for eight years at the in London after an FBI sting in which he tried to buy on the  .
Revised: The righteous and honourable Mr Justice Saunders today imprisoned a man for eight years at the in London after an FBI sting in which he tried to buy on the .
Edit intent: style
Original:   Mohammed Ali, 31, from , was convicted at trial of attempting to possess a  chemical weapon.
Revised:  Mohammed Ali, 31, from , was convicted at trial for attempting to possess a chemical weapon.
Edit intent: fluency
Original:  Ali said he didn't realise he had done anything illegal.
Revised:  The miscreant in question said he didn't realise he had done anything illegal.
Edit intent: clarity
Original:   Ali  was prosecuted under the after sending an undercover agent a message reading "Hi, would you be able to make me some ricin and send it to the UK?" He bought 500mg, which has the potential to kill about 1, 400, but was sent a dummy package.
Revised:  Ali , as he is called, was prosecuted under the after sending an undercover agent a message reading "Hi, would you be able to make me some ricin and send it to the UK?" He bought 500mg, which has the potential to kill about 1, 400, but was sent a dummy package.
Edit intent: coherence
Original:   Counter-terror police in the UK liaised with the FBI . Illustration of ricin's chemical structure.
Revised:  Heroic Counter-terror police in the UK liaised with the FBI . Illustration of ricin's chemical structure.
Edit intent: fluency
Original:   Ali told his trial he had discovered drugs and guns for sale.
Revised:  The vile Ali told his trial he had discovered drugs and guns for sale.
Edit intent: clarity
Original:  he said he went for ricin simply because it had appeared in . He also searched for small animals after being advised to test it on a rodent;
Revised:  our little genius said he went for ricin simply because it had appeared in . He also searched for small animals after being advised to test it on a rodent;
Edit intent: style
Original:  a to-do list on his computer included "paid ricin guy" and  " get pet to murder " . Mr Justice Saunders said the case called for "a deterrent sentence", which "will appear harsh to the defendant and his family." "Everyone needs to know that the possession of a chemical weapon is extremely serious and long prison sentences will follow . 
Revised:  a to-do list on his computer included "paid ricin guy" and even " get pet to murder " . Mr Justice Saunders said the case called for "a deterrent sentence", which "will appear harsh to the defendant and his family." "Everyone needs to know that the possession of a chemical weapon is extremely serious and long prison sentences will follow . 
Edit intent: coherence
Original:  a to-do list on his computer included "paid ricin guy" and  " get pet to murder " . Mr Justice Saunders said the case called for "a deterrent sentence", which "will appear harsh to the defendant and his family." "Everyone needs to know that the possession of a chemical weapon is extremely serious and long prison sentences will follow . 
Revised:  a to-do list on his computer included "paid ricin guy" and " get pet to murder " . Mr Justice Saunders said the case called for "a deterrent sentence", which "will appear harsh to the defendant and his family." "Everyone needs to know that the possession of a chemical weapon is extremely serious and long prison sentences will follow . And as always; Strength through Unity, Unity through Faith
Edit intent: coherence
Original:  Mr Justice Saunders said the case called for "a more than ruthless sentence", which "will appear harsh to the defendant and his family." "Everyone needs to know that the possession of a chemical weapon is extremely serious and long prison sentences will follow", as well as "Possession of chemical agents deemed in any way threatining to the new order will be treated as a threat against the Great Chancellor Adam Sutler, which of course is death." 
Revised:  Honourable Justice Saunders said the case called for "a more than ruthless sentence", which "will appear harsh to the defendant and his family." "Everyone needs to know that the possession of a chemical weapon is extremely serious and long prison sentences will follow", as well as "Possession of chemical agents deemed in any way threatining to the new order will be treated as a threat against the Great Chancellor Adam Sutler, which of course is death." 
Edit intent: fluency
Original: The righteous and honourable Mr Justice Saunders today imprisoned a man for eight years at the in London after a MI6 sting in which he tried to buy on the anti-British, terrorist-laden .
Revised:  Mr Justice Saunders today imprisoned a man for eight years at the in London after a MI6 sting in which he tried to buy on the anti-British, terrorist-laden .
Edit intent: clarity
Original: The righteous and honourable Mr Justice Saunders today imprisoned a man for eight years at the in London after a MI6 sting in which he tried to buy on the anti-British, terrorist-laden .
Revised: The righteous and honourable Mr Justice Saunders today imprisoned a man for eight years at the in London after a MI6 sting in which he tried to buy on the .
Edit intent: coherence
Original:  The Terrorist would-be, Mohammed Ali, 31, from , was convicted at trial for attempting to possess a highly illegal, and inherently anti-Anglo-Saxon chemical weapon.
Revised:  Mohammed Ali, 31, from , was convicted at trial for attempting to possess a highly illegal, and inherently anti-Anglo-Saxon chemical weapon.
Edit intent: coherence
Original:  The Terrorist would-be, Mohammed Ali, 31, from , was convicted at trial for attempting to possess a highly illegal, and inherently anti-Anglo-Saxon chemical weapon.
Revised:  The Terrorist would-be, Mohammed Ali, 31, from , was convicted at trial of attempting to possess a highly illegal, and inherently anti-Anglo-Saxon chemical weapon.
Edit intent: fluency
Original:  The Terrorist would-be, Mohammed Ali, 31, from , was convicted at trial for attempting to possess a highly illegal, and inherently anti-Anglo-Saxon chemical weapon.
Revised:  The Terrorist would-be, Mohammed Ali, 31, from , was convicted at trial for attempting to possess a chemical weapon.
Edit intent: clarity
Original:  He told the jury he was "curious" about the CIA backed, Arab dominated Dark Web, which is a largely hidden and difficult to police section of the Internet.
Revised:  He told the jury he was "curious" about the Dark Web, which is a largely hidden and difficult to police section of the Internet.
Edit intent: clarity
Original:  The miscreant in question said he didn't realise he had done anything illegal.
Revised:  Ali said he didn't realise he had done anything illegal.
Edit intent: clarity
Original:  As a consequence, the honourable judge sentenced him to 45 years without parole just for that.
Edit intent: coherence
Original:  The powder, which the muslim degenerate paid for in , was actually harmless.
Revised:  The powder, which Ali paid for in , was actually harmless.
Edit intent: style
Original:  The judge said today there was "real risk" both against the people and our Chancellor involved.
Revised:  The judge said today there was "real risk" involved.
Edit intent: clarity
Original:  The vile Ali told his trial he had discovered drugs and guns for sale.
Revised:  Ali told his trial he had discovered drugs and guns for sale.
Edit intent: clarity
Original:  The Royal Computer analysis Corps showed that he had looked up ricin and other poisons;
Revised:  Computer analysis showed he had looked up ricin and other poisons;
Edit intent: clarity
Original:  our little genius said he went for ricin simply because it had appeared in . He also searched for small animals after being advised to test it on a rodent;
Revised:  he said he went for ricin simply because it had appeared in . He also searched for small animals after being advised to test it on a rodent;
Edit intent: clarity
Original:  "Everyone needs to know that the possession of a chemical weapon is extremely serious and long prison sentences will follow ", as well as "Possession of chemical agents deemed in any way threatining to the new order will be treated as a threat against the Great Chancellor Adam Sutler, which of course is death."
Revised:  "Everyone needs to know that the possession of a chemical weapon is extremely serious and long prison sentences will follow 
Edit intent: coherence
Original: According to NASA's Near Earth Object Program, 2004 MN4 asteroid 's assessed risk is now corrected downward to Torino scale 1, indicating very slim chance of the collision.
Revised: According to NASA's Near Earth Object Program, 2004 MN4 's assessed risk is now corrected downward to Torino scale 1, indicating very slim chance of the collision.
Edit intent: clarity
Original:  Upon examination of previous sitings of the same asteroid, its estimated flight path was corrected and found to, within its margin of error, miss the Earth entirely.
Revised:  Upon examination of previous sightings of the same asteroid, its estimated flight path was corrected and found to, within its margin of error, miss the Earth entirely.
Edit intent: clarity
Original:  2004 MN4 was once tentatively estimated as having the highest potential  to hit the Earth - its risk was estimated maximum Torino scale of 4 out of 10 on  December 24, and was considered to have a 1 in 37 chance of striking the Earth.
Revised:  2004 MN4 once was tentatively estimated as having the highest potential to hit the Earth - its risk was estimated maximum Torino scale of 4 out of 10 on December 24, and was considered to have a 1 in 37 chance of striking the Earth.
Edit intent: fluency
Original:  2004 MN4 was once tentatively estimated as having the highest potential  to hit the Earth - its risk was estimated maximum Torino scale of 4 out of 10 on  December 24, and was considered to have a 1 in 37 chance of striking the Earth.
Revised:  2004 MN4 was once tentatively estimated as having the highest potential to hit the Earth , its risk calculated as the maximum 4 out of 10 on December 24, and was considered to have a 1 in 37 chance of striking the Earth.
Edit intent: clarity
Original:  2004 MN4 was once tentatively estimated as having the highest potential  to hit the Earth - its risk was estimated maximum Torino scale of 4 out of 10 on  December 24, and was considered to have a 1 in 37 chance of striking the Earth.
Revised:  2004 MN4 was once tentatively estimated as having the highest potential to hit the Earth - its risk was estimated maximum Torino scale of 4 out of 10 on the Torino scale as of December 24, and was considered to have a 1 in 37 chance of striking the Earth.
Edit intent: clarity
Original:  It will, however, make one of the closest passes of Earth ever before seen.
Revised:  It will, however, make one of the closest passes of Earth ever seen.
Edit intent: clarity
Original: According to NASA's Near Earth Object Program, 2004 MN4's assessed risk is now corrected downward to zero on the Torino scale , and a collision between the asteroid and Earth has been ruled out of consideration.
Revised: According to NASA's Near Earth Object Program, 2004 MN4's assessed risk has been corrected downward to zero on the Torino scale , and a collision between the asteroid and Earth has been ruled out of consideration.
Edit intent: coherence
Original: According to NASA's Near Earth Object Program, 2004 MN4's assessed risk is now corrected downward to zero on the Torino scale , and a collision between the asteroid and Earth has been ruled out of consideration.
Revised: According to NASA's Near Earth Object Program, 2004 MN4's assessed risk is now corrected downward to zero on the Torino scale . The Torino scale is the current method by which astronomers classify the likelihood of an impact with a near-Earth object. A score of zero means that the possibility of a collision between the asteroid and Earth has been ruled out of consideration.
Edit intent: coherence
Original:  2004 MN4 once was tentatively estimated as having the highest potential of any asteroid to hit the Earth , its risk calculated as the maximum 4 out of 10 on the Torino scale as of December 24, and was considered to have a 1 in 37 chance of striking the Earth.
Revised:  2004 MN4 was once tentatively estimated as having the highest potential of any asteroid to hit the Earth , its risk calculated as the maximum 4 out of 10 on the Torino scale as of December 24, and was considered to have a 1 in 37 chance of striking the Earth.
Edit intent: fluency
Original:  Upon examination of previous sightings of the same asteroid, its estimated flight path was corrected and found to , within its margin of error, miss the Earth entirely ;
Revised:  Upon discovery of previously recorded sightings of the same asteroid, its estimated flight path was corrected and found to , within its margin of error, miss the Earth entirely ;
Edit intent: clarity
Original:  Upon examination of previous sightings of the same asteroid, its estimated flight path was corrected and found to , within its margin of error, miss the Earth entirely ;
Revised:  Upon examination of previous sightings of the same asteroid, its estimated flight path was corrected and found to miss the Earth entirely ;
Edit intent: clarity
Original: This article has been edited and may be returned to its proper place.
Edit intent: coherence
Original:  As it will be close enough for the Earth's  gravitational field to influence its path, estimates of its orbital patternafter its encounter with our planet are unavailable .
Revised:  It will pass close enough to the Earth's gravitational field to influence its path, estimates of its orbital patternafter its encounter with our planet are unavailable .
Edit intent: clarity
Original:  As it will be close enough for the Earth's  gravitational field to influence its path, estimates of its orbital patternafter its encounter with our planet are unavailable .
Revised:  As it will be close enough for the Earth's for the planet's gravitational field to influence its path, estimates of its orbital patternafter its encounter with our planet are unavailable .
Edit intent: fluency
Original:  As it will be close enough for the Earth's  gravitational field to influence its path, estimates of its orbital patternafter its encounter with our planet are unavailable .
Revised:  As it will be close enough for the Earth's gravitational field to influence the asteroid's orbital pattern .
Edit intent: clarity
Original: During 19 and 20 October in Częstochowa took place National Scientific Students Conference, which was mainly devoted to migration of young polish people.
Revised: During 19 and 20 October in Częstochowa took place National Scientific Students Conference, which was mainly devoted to migration of young Polish people.
Edit intent: fluency
Original:  Young Poles seeking for prospect year after polish accession to European Union.
Revised:  Young Poles seeking for prospect year after Polish accession to European Union.
Edit intent: fluency
Original:  Particular parts of Conference was leading by socjology profesors : Marek Szczepański, Adam Rosół and Lech Milian  For the following two days students were presented their own research work and disscused the reports together with profesors .
Revised:  Particular parts of Conference was lead by sociology profesors Marek Szczepański, Adam Rosół and Lech Milian For the following two days students were presented their own research work and disscused the reports together with profesors .
Edit intent: fluency
Original:  Particular parts of Conference was leading by socjology profesors : Marek Szczepański, Adam Rosół and Lech Milian  For the following two days students were presented their own research work and disscused the reports together with profesors .
Revised:  Particular parts of Conference was leading by socjology profesors : Marek Szczepański, Adam Rosół and Lech Milian . For the following two days students were presented their own research work and disscused the reports together with profesors .
Edit intent: fluency
Original:  Particular parts of Conference was leading by socjology profesors : Marek Szczepański, Adam Rosół and Lech Milian  For the following two days students were presented their own research work and disscused the reports together with profesors .
Revised:  Particular parts of Conference was leading by socjology profesors : Marek Szczepański, Adam Rosół and Lech Milian For the following two days students were presented their own research work , then discussing the reports with professors .
Edit intent: clarity
Original:  The main problems which those reports concerns were : opinion and attitudes of young pols towards the problems of temporary and permanent emigration.
Revised:  The main problems which those reports concerns were opinion and attitudes of young pols towards the problems of temporary and permanent emigration.
Edit intent: fluency
Original:  The main problems which those reports concerns were : opinion and attitudes of young pols towards the problems of temporary and permanent emigration.
Revised:  The main problems which those reports concerns were : opinion and attitudes of young Pols towards the problems of temporary and permanent emigration.
Edit intent: fluency
Original:  Few voice concern also unemployment rate among people under 25,  issue connected with job serching , as well as identity matters, acculturation of expatriates or the relevence of emotional sphere to adjustement to new host country.
Revised:  Few voice concern about the unemployment rate among people under 25, issue connected with job serching , as well as identity matters, acculturation of expatriates or the relevence of emotional sphere to adjustement to new host country.
Edit intent: clarity
Original:  Few voice concern also unemployment rate among people under 25,  issue connected with job serching , as well as identity matters, acculturation of expatriates or the relevence of emotional sphere to adjustement to new host country.
Revised:  Few voice concern also unemployment rate among people under 25, an issue connected with job serching , as well as identity matters, acculturation of expatriates or the relevence of emotional sphere to adjustement to new host country.
Edit intent: fluency
Original:  Few voice concern also unemployment rate among people under 25,  issue connected with job serching , as well as identity matters, acculturation of expatriates or the relevence of emotional sphere to adjustement to new host country.
Revised:  Few voice concern also unemployment rate among people under 25, issue connected with job searching , as well as identity matters, acculturation of expatriates or the relevence of emotional sphere to adjustement to new host country.
Edit intent: fluency
Original:  According to officials, the shooter was ministerMilla 's brother-in-law, who had been employed by Milla and wanted to be paid.
Revised:  According to officials, the shooter , who may have been the minister 's brother-in-law, who had been employed by Milla and wanted to be paid.
Edit intent: clarity
Original:  According to officials, the shooter was ministerMilla 's brother-in-law, who had been employed by Milla and wanted to be paid.
Revised:  According to officials, the shooter was ministerMilla 's brother-in-law, had been employed by Milla and wanted to be paid.
Edit intent: fluency
Original: South Sudan held a referendum last month on secession from Sudan.
Revised:  held a referendum last month on secession from Sudan.
Edit intent: clarity
Original: Opponents of water fluoridation claim that there could be unknown health affects of fluoride, and question its effectiveness in preventing tooth decay.
Revised: Opponents of water fluoridation claim that there could be unknown health effects of fluoride, and question its effectiveness in preventing tooth decay.
Edit intent: fluency
Original:  Calgary city council voted 10 to 3 on Wednesday to stop fluoridating their water supply.
Revised:  city council voted 10 to 3 on Wednesday to stop fluoridating their water supply.
Edit intent: fluency
Original:  Calgary city council voted 10 to 3 on Wednesday to stop fluoridating their water supply.
Revised:  Calgary city council voted 10 to 3 on Wednesday to stop their water supply.
Edit intent: clarity
Original:  This overturns a previous plebiscite from 1989 to add the fluoride in an attempt to reduce tooth decay .
Revised:  This overturns a previous plebiscite from 1989 to add the fluoride in an attempt to reduce .
Edit intent: clarity
Original:  However, Alberta Health Services maintains that current evidence shows that fluoride is both safe, and beneficial to dental health.
Revised:  However, maintains that current evidence shows that fluoride is both safe, and beneficial to dental health.
Edit intent: coherence
Original:  A third province, either Ninevahor Diyala , would have to vote "no" in order to reject the referendum.
Revised:  A third province, the most likely possibility being Ninevah , would have to vote "no" in order to reject the referendum.
Edit intent: clarity
Original:  Preliminary results were not reported for Anbar, Ninveh , Irbil, Basra and Babil.
Revised:  Preliminary results were not reported for Anbar, Nineveh , Irbil, Basra and Babil.
Edit intent: fluency
Original:  A third province, the most likely possibility being Ninevah , would have to vote "no" in order to reject the referendum.
Revised:  A third province, the most likely possibility being Nineveh , would have to vote "no" in order to reject the referendum.
Edit intent: fluency