wanyu/IteraTeR_v2 huggingface dataset:
Original:  The BBC reports that DNA tests may be needed to determine whether or not Dulmatin was indeed among the dead men  
Revised:  The BBC reports that DNA tests may be needed to determine whether or not Dulmatin was indeed among the dead men . 
Edit intent: fluency
Original:  The BBC reports that armed police and a police dog have been deployed  
Revised:  The BBC reports that armed police and a police dog have been deployed . 
Edit intent: fluency
Original:  Houst Monfaradi, a witness at the scene, said " There's what looks like a bomb disposal-type vehicle, armoured, and there's several armed officers around it, "  " From my window I can see 20 doors down what looks like a bomb disposal type vehicle, it's armoured and there are several armed officers around it...
Revised:  Houst Monfaradi, a witness at the scene, said " There's what looks like a bomb disposal-type vehicle, armoured, and there's several armed officers around it, " but that " From my window I can see 20 doors down what looks like a bomb disposal type vehicle, it's armoured and there are several armed officers around it...
Edit intent: coherence
Original: According to Ismail Aricioglu the three  " went with the police " but that " they made a mistake .
Revised: According to Ismail Aricioglu the three " went with the police " " they made a mistake .
Edit intent: coherence
Original: A major Police Operation is taking place in West London.
Revised: A major Police Operation took place this afternoon in West London.
Edit intent: clarity
Original:  After the attack, he told police officers that Joseph "  has been winding me up all day ". Members of the police force visited Robert twice on the day that the murder occurred.
Revised:  After the attack, he told police officers that Joseph " has been winding me up all day ." Members of the police force visited Robert twice on the day that the murder occurred.
Edit intent: fluency
Original:  The court heard that, during the attack, a person who lived nearby heard  Joseph proclaiming: "Help, stop this"  
Revised:  The court heard that, during the attack, a person who lived nearby heard Joseph proclaiming: "Help, stop this" . 
Edit intent: fluency
Original: simon gray, the website editor for the Friend  noted capitalophobe & lowerophile, today launched radio star one as a podcast linked to birmingham alive !, his popular birmingham what's on guide.
Revised: simon gray, the website editor for the Friend and noted capitalophobe & lowerophile, today launched radio star one as a podcast linked to birmingham alive !, his popular birmingham what's on guide.
Edit intent: clarity
Original: simon gray, the website editor for the Friend  noted capitalophobe & lowerophile, today launched radio star one as a podcast linked to birmingham alive !, his popular birmingham what's on guide.
Revised: simon gray, the website editor for the Friend noted capitalophobe & lowerophile, today launched radio star one as a podcast linked to birmingham alive !, his Birmingham what's on guide.
Edit intent: clarity
Original:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Revised:  " It 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Edit intent: fluency
Original:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Revised:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he said , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Edit intent: clarity
Original:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Revised:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to Radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Edit intent: fluency
Original:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Revised:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". The idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Edit intent: fluency
Original:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Revised:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. Already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Edit intent: fluency
Original:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Revised:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an RSS feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Edit intent: fluency
Original:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. for more information on podcasting, read the bbc's article 
Revised:  " it 's an eclectic mix of jazz, world, electronic, classical, & folk", he told us , "perhaps in a similar vein to radio 3's late junction programme". the idea has been floated that perhaps soon the Friend may itself be available as a podcast. already subscribers can read it via an rss feed, with the appropriate aggregator software. w:Podcasting|Podcasting 
Edit intent: coherence
Original: Simon Gray, Quaker website editor for the Friend and noted capitalophobe lowerophile, today launched radio star one as a podcast linked to birmingham alive !, his Birmingham what's on guide.
Revised: Simon Gray, Quaker website editor for the Friend and lowerophile, today launched radio star one as a podcast linked to birmingham alive !, his Birmingham what's on guide.
Edit intent: coherence
Original: Simon Gray, Quaker website editor for the Friend and noted capitalophobe lowerophile, today launched radio star one as a podcast linked to birmingham alive !, his Birmingham what's on guide.
Revised: Simon Gray, Quaker website editor for the Friend and noted capitalophobe lowerophile, today launched radio star one as a podcast linked to birmingham alive !, the Birmingham what's on guide.
Edit intent: fluency
Original:  The idea has been floated that perhaps soon the Friend may itself be available as a podcast.
Revised:  Simon is currently in consultation to make the Friend itself be available as a podcast.
Edit intent: clarity
Original:  Podcasting is a fast-growing form of broadcasting which is freely available to listeners on the internet  
Revised:  Podcasting is a fast-growing form of broadcasting which is freely available to listeners on the internet . 
Edit intent: fluency
Original: According to a leaked United Nations report, up to one-half of all food aid to Somalia from the World Food Program is diverted to local contractors and militants.
Revised: According to a leaked United Nations report, up to one-half of all food aid to Somalia from the World Food Programme (WFP) is diverted to local contractors and militants.
Edit intent: clarity
Original:  The United Nations Security Council authored the report, which has not yet been publicly introduced, but was shown by diplomats to the  New York Times, and is to be formally presented March 16.
Revised:  The United Nations Security Council authored the report, which has not yet been publicly introduced, but was shown by diplomats to the The New York Times, and is to be formally presented March 16.
Edit intent: fluency
Original:  The World Food Program (WFO) , which is in charge of the aid, was heavily criticized for its actions regarding to Somalian aid, particularly the contracts for the movement of the aid, which the report claims are largely awarded to three Somali businessman who are alleged to have connections to militant groups.
Revised:  The WFP , which is in charge of the aid, was heavily criticized for its actions regarding to Somalian aid, particularly the contracts for the movement of the aid, which the report claims are largely awarded to three Somali businessman who are alleged to have connections to militant groups.
Edit intent: clarity
Original:  The WFO has denied previous allegations of corruption and abuse in Somalia, but it said that it would investigate the findings of the new report.
Revised:  The WFP has denied previous allegations of corruption and abuse in Somalia, but it said that it would investigate the findings of the new report.
Edit intent: clarity
Original: The first claims that food aid was being diverted  arose last year, which led the United States to reduce funding to Somalia, for fears that it was ending up with the Islamic group al-Shabaab.
Revised: Allegations that food aid was being diverted arose last year, which led the United States to reduce funding to Somalia, for fears that it was ending up with the Islamic group al-Shabaab.
Edit intent: clarity
Original: The first claims that food aid was being diverted  arose last year, which led the United States to reduce funding to Somalia, for fears that it was ending up with the Islamic group al-Shabaab.
Revised: The first claims that food aid was being diverted also arose last year, which led the United States to reduce funding to Somalia, for fears that it was ending up with the Islamic group al-Shabaab.
Edit intent: clarity
Original: The first claims that food aid was being diverted  arose last year, which led the United States to reduce funding to Somalia, for fears that it was ending up with the Islamic group al-Shabaab.
Revised: The first claims that food aid was being diverted arose last year, which led the United States to reduce funding to Somalia, for fears that aid was ending up with the Islamic group al-Shabaab.
Edit intent: fluency
Original: The United Nations monitoring group in Somalia authored the report, which has not yet been publicly introduced, but was shown by diplomats to the The New York Times, and is to be formally presented  March 16.
Revised: The United Nations monitoring group in Somalia authored the report, which has not yet been publicly introduced, but was shown by diplomats to the The New York Times, and is to be formally presented on March 16.
Edit intent: clarity
Original:  Shortly after the report was released, the WFP announced that it had terminated the contracts of the three contractors named.
Edit intent: coherence
Original: 120px|Logo of the World Food Programme According to a leaked United Nations report, up to one-half of all food aid to Somalia from the World Food Programme (WFP) is diverted to local contractors and militants.
Revised:  According to a leaked United Nations report, up to one-half of all food aid to Somalia from the World Food Programme (WFP) is diverted to local contractors and militants.
Edit intent: coherence
Original:  The United Nations monitoring group in Somalia authored the report, which has not yet been publicly introduced, but was shown by diplomats to the The New York Times , and is to be formally presented on March 16.
Revised:  The United Nations monitoring group in Somalia authored the report, which has not yet been publicly introduced, but was shown by diplomats to the , and is to be formally presented on March 16.
Edit intent: clarity
Original:  A Virginia fisherman who allegedly clubbed to death an alligator he hooked while fishing, is under consideration by the U.S. Attorney’s Office in Richmond for destroying a “threatened species”.
Revised:  A Virginia man who allegedly clubbed to death an alligator he hooked while fishing, is under consideration by the U.S. Attorney’s Office in Richmond for destroying a “threatened species”.
Edit intent: clarity
Original:   Max Belle reportedly used an oar to bring into submission the 44-inch-long, 9 pound creature when he brought it to the boat.
Revised:  Fisherman Max Belle reportedly used an oar to bring into submission the 44-inch-long, 9 pound creature when he brought it to the boat.
Edit intent: fluency
Original:  Belle was fishing on the Chesterfield County Falling Creek Reservoir  where the alligator was first sighted in May.
Revised:  Belle was fishing on the Chesterfield County Falling Creek Reservoir , where the alligator was first sighted in May.
Edit intent: fluency
Original:  A non-native species in the mid-Atlantic region of the USA,  it is thought the alligator was released by someone who  kept it as a pet.
Revised:  A alligator is a non-native species in the mid-Atlantic region of the USA, it is thought the alligator was released by someone who kept it as a pet.
Edit intent: coherence
Original:  A non-native species in the mid-Atlantic region of the USA,  it is thought the alligator was released by someone who  kept it as a pet.
Revised:  A non-native species in the mid-Atlantic region of the USA, and it is thought the alligator was released by someone who kept it as a pet.
Edit intent: coherence
Original:  A non-native species in the mid-Atlantic region of the USA,  it is thought the alligator was released by someone who  kept it as a pet.
Revised:  A non-native species in the mid-Atlantic region of the USA, it is thought that it was released by someone who kept it as a pet.
Edit intent: clarity
Original:  A non-native species in the mid-Atlantic region of the USA,  it is thought the alligator was released by someone who  kept it as a pet.
Revised:  A non-native species in the mid-Atlantic region of the USA, it is thought the alligator was released by someone who once kept it as a pet.
Edit intent: clarity
Original:   ]  His client received a  summons Thursday and is prepared to pay a $300 fine and $50 court costs if he is convicted of the misdemeanor crime
Revised:  USDA] His client received a summons Thursday and is prepared to pay a $300 fine and $50 court costs if he is convicted of the misdemeanor crime
Edit intent: fluency
Original:   ]  His client received a  summons Thursday and is prepared to pay a $300 fine and $50 court costs if he is convicted of the misdemeanor crime
Revised:  ] His client received a court summons Thursday and is prepared to pay a $300 fine and $50 court costs if he is convicted of the misdemeanor crime
Edit intent: fluency
Original: A alligator is a non-native species in the mid-Atlantic region of the USA, and it is thought that it was released by someone who once kept it as a pet.
Revised: An alligator is not native species in the mid-Atlantic region of the USA, and it is thought that it was released by someone who once kept it as a pet.
Edit intent: fluency
Original:   The fisherman’s attorney, David P. Baugh, said area residents surrounding the reservoir are happy the alligator is gone.
Revised:  The native habitat of the alligator is in regions of the Southeast, starting from the Carolinas and moving southwards to Texas. The fisherman’s attorney, David P. Baugh, said area residents surrounding the reservoir are happy the alligator is gone.
Edit intent: coherence
Original:  His client received a court summons Thursday and is prepared to pay a $300 fine and $50 court costs if he is found guilty of the federal misdemeanor crime  
Revised:  His client received a court summons Thursday and is prepared to pay a $300 fine and $50 court costs if he is found guilty of the federal misdemeanor crime . 
Edit intent: fluency
Original:  Refering to the support for Mr. Belle of resevoir neighbors, he said, "... next time they [USDA] will ask to hire Mr. Belle to come catch the alligator."
Revised:  Referring to the support for Mr. Belle of resevoir neighbors, he said, "... next time they [USDA] will ask to hire Mr. Belle to come catch the alligator."
Edit intent: fluency
Original: A face only a mom could love.
Revised: File photo of an aligator. Source: Wikicommons
Edit intent: coherence
Original:  Alicia Gamez, 39  was abducted on 29 November along with two other Spanish aid workers—both men—who are still being held.
Revised:  Alicia Gamez, 39 , was abducted on 29 November along with two other Spanish aid workers—both men—who are still being held.
Edit intent: fluency
Original:  The North African branch of al-Qaeda claimed responsibility.
Revised:  A North African branch of al-Qaeda claimed responsibility.
Edit intent: fluency
Original: Map of Mauritania showing Nouakchott and Nouadhibou A Spanish aid worker kidnapped in Mauritania last year has been released, according to the Spanish government.
Revised:  A Spanish aid worker kidnapped in Mauritania last year has been released, according to the Spanish government.
Edit intent: clarity
Original: Map of Mauritania showing Nouakchott and Nouadhibou According to Fernández de la Vega, no ransom had been paid for Gamez's release but that it was a result of work done by Spain's diplomats and intelligence services.
Revised: Map of Mauritania showing Nouakchott and Nouadhibou According to Fernández de la Vega, no ransom had been paid for Gamez's release ; she stated that it was a result of work done by Spain's diplomats and intelligence services.
Edit intent: coherence
Original:  MG Rover collapsed this Spring, after struggling to make a profit for several years   
Revised:  MG Rover collapsed this Spring, after struggling to make a profit for several years . 
Edit intent: fluency
Original:  Beginning next year, all horses will need passports accordning to new rules from the European Union.
Revised: Stock photo. Beginning next year, all horses will need passports accordning to new rules from the European Union.
Edit intent: style
Original: Beginning next year, all horses will need passports accordning to new rules from the European Union.
Revised: Beginning next year, all horses will need passports to travel internationally, according to new rules from the European Union.
Edit intent: clarity
Original:  Two thirds of all horses in Sweden are estimated to miss passports, says Britta Lundström at the Swedish ministry of agriculture (Jordbruksverket) to the news agency TT.
Revised:  Two thirds of all horses in Sweden are estimated to not have passports, says Britta Lundström at the Swedish ministry of agriculture (Jordbruksverket) to the news agency TT.
Edit intent: clarity
Original:  Two thirds of all horses in Sweden are estimated to miss passports, says Britta Lundström at the Swedish ministry of agriculture (Jordbruksverket) to the news agency TT.
Revised:  Two thirds of all horses in Sweden are estimated to miss passports, says Britta Lundström at the Swedish Ministry of Agriculture (Jordbruksverket) to the news agency TT.
Edit intent: fluency
Original:  If the the owner of a horse doesn't get a passport for their before the turn of the year, they will be breaking the law.
Revised:  If the the owner of a horse doesn't get a passport for their animal before the end of the year, they will be breaking the law.
Edit intent: clarity
Original:  The ministry of agriculture have had problems reaching horse owners who aren't reading horse magazines.
Revised:  The ministry of agriculture has had problems reaching horse owners who aren't reading horse magazines.
Edit intent: fluency
Original:  Because of this the ministry are planning a campaign this autumn.
Revised:  Because of this the ministry is planning a campaign this autumn.
Edit intent: fluency
Original:  The passport contains the owner, the rase and number.
Revised:  The passport contains the owner, the race and number.
Edit intent: fluency
Original:  A photograph isn't mandatory however, but a description of the  appearence is required
Revised:  A photograph isn't mandatory however, but a description of the horse's appearence is required
Edit intent: clarity
Original: The passport contains  the owner, the race and number.
Revised: The passport contains information on the owner, the race and number.
Edit intent: clarity
Original: Beginning next year , all horses will need passportsto travel internationally , according to new rules from the European Union.
Revised: Beginning next year , all horses in the EU must have passports , according to new rules from the European Union.
Edit intent: style
Original: Beginning  2006, all horses in the EU must have passports, according to new rules from the European Union.
Revised: Beginning in 2006, all horses in the EU must have passports, according to new rules from the European Union.
Edit intent: fluency
Original: Beginning  2006, all horses in the EU must have passports, according to new rules from the European Union.
Revised: Beginning 2006, all horses in the EU will be required to have passports, according to new rules from the European Union.
Edit intent: fluency
Original:  Two thirds of all horses in Sweden are estimated to not have passports, says Britta Lundström at the Swedish Ministry of Agriculture (Jordbruksverket) to the news agency TT.
Revised:  Two thirds of all horses in Sweden are estimated to not have passports, Britta Lundström at the Swedish Ministry of Agriculture (Jordbruksverket) to the news agency TT.
Edit intent: style