wanyu/IteraTeR_v2 huggingface dataset:
Original:  The group has also threatened African neighbors , including Ethiopia, Djibouti, Kenya, Eritrea, Ghana, Sudan and Uganda.
Revised:  The group has also threatened other African countries , including Ethiopia, Djibouti, Kenya, Eritrea, Ghana, Sudan and Uganda.
Edit intent: clarity
Original: Map showing location of Mogadishu in Somalia|260px Early on Friday, Islamic insurgents fought with African peace-keepers and the Somali army in Mogadishu, capital of Somalia, killing twelve people.
Revised: Map showing location of Mogadishu in Somalia|260px Early on Friday, Islamist insurgents fought with African peace-keepers and the Somali army in Mogadishu, capital of Somalia, killing twelve people.
Edit intent: fluency
Original:  It is difficult to work out how many portions of ashes are still to be immersed.
Revised:  It is difficult to work out how many portions of ashes are still in the hands of the recipients
Edit intent: clarity
Original:  It is difficult to work out how many portions of ashes are still in the hands of the recipients 
Revised:  It is difficult to work out how many portions of ashes are still in the hands of the recipients .
Edit intent: fluency
Original:  This is not the first time Gandhi's ashes have resurfaced.
Revised: Gandhi campaigned for rights in both South Africa and India. He is also known as the "Father of India", and he was a pioneer of the w:non-cooperation movement. This is not the first time Gandhi's ashes have resurfaced.
Edit intent: coherence
Original:  Two hundred family & friends attended the Hindu ceremony, conducted by the South African navy, in which the ashes were sprinkled on to the Indian ocean . Hindu custom dictates that ashes are scattered over a body of water after cremation, but Gandhi's ashes, Gandhi being cremated after he was assassinated by in 1948, were instead divided up and distributed to friends and family.
Revised:  Two hundred family & friends attended the Hindu ceremony, conducted by the South African navy, in which the ashes were sprinkled on to the Indian Oean . Hindu custom dictates that ashes are scattered over a body of water after cremation, but Gandhi's ashes, Gandhi being cremated after he was assassinated by in 1948, were instead divided up and distributed to friends and family.
Edit intent: fluency
Original: Two hundred family & friends attended the Hindu ceremony, conducted by the South African navy, in which the ashes were sprinkled on to the Indian Oean . Hindu custom dictates that ashes are scattered over a body of water after cremation, but Gandhi's ashes, Gandhi being cremated after he was assassinated by in 1948, were instead divided up and distributed to friends and family.
Revised: Two hundred family & friends attended the Hindu ceremony, conducted by the South African navy, in which the ashes were sprinkled on to the Indian Ocean . Hindu custom dictates that ashes are scattered over a body of water after cremation, but Gandhi's ashes, Gandhi being cremated after he was assassinated by in 1948, were instead divided up and distributed to friends and family.
Edit intent: fluency
Original:  He is also known as the "Father of India", and he was a pioneer of the w: non-cooperation movement.
Revised:  He is also known as the "Father of India", and he was a pioneer of the non-cooperation movement.
Edit intent: fluency
Original:  At least 24 suspected militants have been killed in the fighting, according to government officials  
Revised:  At least 24 suspected militants have been killed in the fighting, according to government officials . 
Edit intent: fluency
Original: At least sixteen people, including two paramilitary soldiers, have been killed today, and 25 people injured, after a suspected suicide bomber attack on a checkpoint in Khar, in the Bajur region of north-west Pakistan, according to officials.
Revised: At least sixteen people, including two paramilitary soldiers, have been killed today, and 25 people injured, after a suicide bomber attack on a checkpoint in Khar, in the Bajur region of north-west Pakistan, according to officials.
Edit intent: style
Original:  Initial reports suggested that the bomber was in a vehicle, and a local official states that the bomber was wearing a suicide belt . Regional police official Fazl-e-Rabi told the Reuters news agency that "it looks like a suicide attack".
Revised:  Initial reports suggested that the bomber was in a vehicle, and a local official states that the bomber was wearing a suicide vest . Regional police official Fazl-e-Rabi told the Reuters news agency that "it looks like a suicide attack".
Edit intent: clarity
Original:  Initial reports suggested that the bomber was in a vehicle, and a local official states that the bomber was wearing a suicide belt . Regional police official Fazl-e-Rabi told the Reuters news agency that "it looks like a suicide attack".
Revised:  Initial reports suggested that the bomber was in a vehicle, and a local official states that the bomber was wearing a suicide belt . 
Edit intent: coherence
Original:  It is thought that the bomber detonated the belt when security forces stopped him for a search at the checkpoint, situated in a marketplace  After the attack, a curfew was imposed and all bazaars in the city shut down.
Revised:  It is thought that the bomber detonated the belt when security forces stopped him for a search at the checkpoint, situated in a marketplace . After the attack, a curfew was imposed and all bazaars in the city shut down.
Edit intent: fluency
Original: At least sixteen people, including two paramilitary soldiers, have been killed today, and 25 people injured, after a suicide bomber attack on a checkpoint in Khar, in the Bajur region of north-west Pakistan, according to officials.
Revised: At least sixteen people, including two paramilitary soldiers, have been killed today, and 25 people injured, after a suicide bomber attack on a checkpoint in Khar, in the Bajaur region of north-west Pakistan, according to officials.
Edit intent: fluency
Original:  Pakistani forces have been attacking militants in the Bajur region, which, close to the Afghan border, is suspected to be the hiding place of Osama Bin Laden, as well as other al-Qaeda leaders.
Revised:  Pakistani forces have been attacking militants in the Bajaur region, which, close to the Afghan border, is suspected to be the hiding place of Osama Bin Laden, as well as other al-Qaeda leaders.
Edit intent: fluency
Original:  In February 2009, the army announced that Bajur had been cleansed of Taliban militants, following a ground offensive launched in October 2008.
Revised:  In February 2009, the army announced that Bajaur had been cleansed of Taliban militants, following a ground offensive launched in October 2008.
Edit intent: fluency
Original: Position of Wardek Province within Afghanistan  |thumb .
Revised: Position of Wardek Province within Afghanistan . |thumb .
Edit intent: fluency
Original: Position of Wardek Province within Afghanistan  |thumb .
Revised: Position of Wardek Province within Afghanistan |thumb 
Edit intent: fluency
Original:  Nato called the deaths "regrettable", and is calling for an investigation, whereas the Afghan defence ministry is demanding punishment for those responsible for the strike
Revised:  Nato called the deaths "regrettable", and is calling for an investigation, whereas the Afghan defence ministry is demanding punishment for the "murderers" responsible for the strike
Edit intent: clarity
Original: |thumb Two US soldiers killed in Afghanistan yesterday were shot by an Afghan interpreter in Wardek province south-west of Kabul, according to Nato .
Revised: |thumb Two US soldiers killed in Afghanistan yesterday were shot by an Afghan interpreter in Wardek province south-west of Kabul, according to NATO .
Edit intent: fluency
Original:  An official said that the translator shot them at an eastern Afghanistan outpost before he was shot dead by other soldiers.
Revised:  An official said the translator shot them at an eastern Afghanistan outpost before he was shot dead by other soldiers.
Edit intent: fluency
Original:  It is not yet clear why the interpreter did so, but the attacker seemed to be a "disgruntled employee", as supposed to a militant, according to a US military official.
Revised:  It is not yet clear why the interpreter did so, but the attacker seemed to be a "disgruntled employee", as opposed to a militant, according to a US military official.
Edit intent: fluency
Original:  The interpreter had  argued with the soldiers over pay and treatment before opening fire.
Revised:  The interpreter had supposedly argued with the soldiers over pay and treatment before opening fire.
Edit intent: clarity
Original:  Nato originally only released a terse statement yesterday  stating that two soldiers and one civilian had been killed.
Revised:  NATO originally only released a terse statement yesterday stating that two soldiers and one civilian had been killed.
Edit intent: fluency
Original:  Nato originally only released a terse statement yesterday  stating that two soldiers and one civilian had been killed.
Revised:  Nato originally only released a terse statement yesterday , stating that two soldiers and one civilian had been killed.
Edit intent: fluency
Original:  Elsewhere in Wardek province, four Afghan soldiers died in an air strike by coalition forces in an apparent mix-up .
Revised:  Elsewhere in Wardek province, four Afghan soldiers died in an airstrike by coalition forces in an apparent mix-up .
Edit intent: fluency
Original:  Elsewhere in Wardek province, four Afghan soldiers died in an air strike by coalition forces in an apparent mix-up .
Revised:  Elsewhere in Wardek province, four Afghan soldiers died in an air strike by coalition forces .
Edit intent: clarity
Original:  Nato called the deaths "regrettable" , and is calling for an investigation, whereas the Afghan defence ministry is demanding punishment for the "murderers" responsible for the strike
Revised:  NATO called the deaths "regrettable" , and is calling for an investigation, whereas the Afghan defence ministry is demanding punishment for the "murderers" responsible for the strike
Edit intent: fluency
Original:  Nato called the deaths "regrettable" , and is calling for an investigation, whereas the Afghan defence ministry is demanding punishment for the "murderers" responsible for the strike
Revised:  Nato called the deaths "regrettable" . and is to carry out an investigation. The Afghan defence ministry is demanding punishment for the "murderers" responsible for the strike
Edit intent: clarity
Original:  Nato called the deaths "regrettable" , and is calling for an investigation, whereas the Afghan defence ministry is demanding punishment for the "murderers" responsible for the strike
Revised:  Nato called the deaths "regrettable" , and is calling for an investigation, whereas the Afghan defence ministry is demanding punishment for the "murderers" responsible for the airstrike
Edit intent: style
Original:  NATO called the deaths "regrettable" . and is to carry out an investigation.
Revised:  NATO called the deaths "regrettable" and is to carry out an investigation.
Edit intent: fluency
Original: have denied the opportunity to take a spot in the 2014 Sunshine Coast Rugby Union major semi final, defeating them 33 points to 17 at , Australia this afternoon.
Revised: have denied the opportunity to take a spot in the 2014 major semi final, defeating them 33 points to 17 at , Australia this afternoon.
Edit intent: clarity
Original:  Toads took the lead at 14 minutes through a penalty goal , extending it to 10 with a converted try at half an hour.
Revised:  Toads took the lead at 14 minutes through a , extending it to 10 with a converted try at half an hour.
Edit intent: clarity
Original:  Toads took the lead at 14 minutes through a penalty goal , extending it to 10 with a converted try at half an hour.
Revised:  Toads took the lead at 14 minutes through a penalty goal , extending it to 10 points with a at half an hour.
Edit intent: clarity
Original:  The match end ended at six minutes to five local time (0654 UTC) with the score at 33-17 in University's favour  
Revised:  The match end ended at six minutes to five local time (0654 UTC) with the score at 33-17 in University's favour . 
Edit intent: fluency
Original: have denied the opportunity to take a spot in the 2014 major semi final, defeating them 33 points to 17 at , Australia this afternoon.
Revised: have denied the opportunity to take a spot in the 2014 major semi final, defeating them 33 points to 17 at , this afternoon.
Edit intent: clarity
Original:  University would hit back with their own converted try three minutes later despite being a man down. 10-7 to Toads at half time.
Revised:  University would hit back with their own converted try three minutes later despite being a man down. 10–7 to Toads at half time.
Edit intent: fluency
Original:  The match end ended at six minutes to five local time (0654 UTC) with the score at 33-17 in University's favour.
Revised:  The match end ended at six minutes to five local time (0654 UTC) with the score at 33–17 in University's favour.
Edit intent: fluency
Original:  University would hit back with their own converted try three minutes later despite being a man down.
Revised:  University hit back with their own converted try three minutes later despite being a man down.
Edit intent: clarity
Original:  Toads opened to scoring in the second half with at three minutes with a converted try.
Revised:  Toads opened the scoring in the second half with at three minutes with a converted try.
Edit intent: fluency
Original:  Toads opened to scoring in the second half with at three minutes with a converted try.
Revised:  Toads opened to scoring in the second half at three minutes with a converted try.
Edit intent: fluency
Original:  The match end ended at six minutes to five local time (0654 UTC ) with the score at 33–17 in University's favour.
Revised:  The match end ended at six minutes to five (0654 UTC ) with the score at 33–17 in University's favour.
Edit intent: clarity
Original:  The match end ended at six minutes to five local time (0654 UTC ) with the score at 33–17 in University's favour.
Revised:  The match end ended at six minutes to five local time (0654 ) with the score at 33–17 in University's favour.
Edit intent: clarity
Original: Russian Prime Minister , Vladmir Putin , announced today that the country will supply $1.8bn (€1.3bn) worth of weapons to Libya.
Revised: Russian Prime Minister Vladmir Putin announced today that the country will supply $1.8bn (€1.3bn) worth of weapons to Libya.
Edit intent: fluency
Original: Russian Prime Minister Vladmir Putin announced today that the country will supply $1.8bn (€1.3bn) worth of weapons to Libya.
Revised: Russian Prime Minister Vladimir Putin announced today that the country will supply $1.8bn (€1.3bn) worth of weapons to Libya.
Edit intent: fluency
Original:  He also commented on "the irony" of finding this when his whole reason for searching government sources was so that he "would[n]'t have to worry about copyright infringement" due to government works being in the public domain (he was mistaken on this point, as this only applied to works of the US federal government, while this document was created by the government of the state of Indiana).
Revised:  He also commented on "the irony" of finding this when his whole reason for searching government sources was so that he "would[n]'t have to worry about copyright infringement" due to government works being in the public domain (he was mistaken on this point, as this only applies to works of the US federal government, while this document was created by the government of the state of Indiana).
Edit intent: fluency
Original: Wikinews'' contacted William M. Chornyak, the Deputy Director of the Kansas Department of Homeland Security, and Kat Walsh, the Wikimedia Foundation's executive secretary, for statements regarding the issue  
Revised: Wikinews'' contacted William M. Chornyak, the Deputy Director of the Kansas Department of Homeland Security, and Kat Walsh, the Wikimedia Foundation's executive secretary, for statements regarding the issue . 
Edit intent: fluency
Original: Wikinews'' contacted  William M. Chornyak, the Deputy Director of the Kansas Department of Homeland Security , and Kat Walsh, the Wikimedia Foundation's executive secretary, for statements regarding the issue.
Revised: Wikinews'' contacted William M. Chornyak, the Deputy Director of the Kansas Department of Homeland Security ; and Kat Walsh, the Wikimedia Foundation's executive secretary, for statements regarding the issue.
Edit intent: fluency
Original:  and Kat Walsh, the Wikimedia Foundation's executive secretary , for statements regarding the issue. 
Revised:  Kat Walsh, the Wikimedia Foundation's executive secretary , for statements regarding the issue. 
Edit intent: fluency
Original:  and Jimmy Wales, the founder and chair emeritus of the foundation, for statements regarding the issue.
Revised:  and Jimmy Wales, the founder and chair emeritus of the foundation, for a statement regarding the issue.
Edit intent: fluency
Original:  Wales expressed no concern about the issue, saying that "Wikipedia'' is widely famous for being something that you can freely copy, and we love it when people do it.
Revised:  He expressed no concern about the issue, saying that "Wikipedia'' is widely famous for being something that you can freely copy, and we love it when people do it.
Edit intent: fluency
Original:  He expressed no concern about the issue, saying that "Wikipedia '' is widely famous for being something that you can freely copy, and we love it when people do it.
Revised:  He expressed no concern about the issue, saying that "Wikipedia is widely famous for being something that you can freely copy, and we love it when people do it.
Edit intent: fluency
Original:  Miriam would call Lopez and tell him when to appear at the Springfield service center with clients who followed  him in the scam.
Revised:  Miriam would call Lopez and tell him when to appear at the Springfield service center with clients who followed behind him in the scam.
Edit intent: fluency
Original:  Lopez’s arrest was unknown to Miriam  he made a monitored call to her and said he had 2 cousins from Bolivia.
Revised:  The arrest of Lopez was unknown to Miriam he made a monitored call to her and said he had 2 cousins from Bolivia.
Edit intent: clarity
Original:  Lopez’s arrest was unknown to Miriam  he made a monitored call to her and said he had 2 cousins from Bolivia.
Revised:  Lopez’s arrest was unknown to Miriam when he made a monitored call to her and said he had 2 cousins from Bolivia.
Edit intent: clarity
Original:  This ultimately led to undercover agents posing as the cousins being later issued ID’s by her Miriam’s husbandFrancisco.
Revised:  This ultimately led to undercover agents who posed as the cousins being later issued ID’s by her Miriam’s husbandFrancisco.
Edit intent: clarity
Original:  This ultimately led to undercover agents posing as the cousins being later issued ID’s by her Miriam’s husbandFrancisco.
Revised:  This ultimately led to undercover agents posing as the cousins later being issued ID’s by her Miriam’s husbandFrancisco.
Edit intent: fluency
Original:  Both  Tysons Corner and Alexandria  are within commuting distance to Washington, D.C
Revised:  Both Tysons Corner and Alexandria , are within commuting distance to Washington, D.C
Edit intent: fluency
Original:  Martinez, a longtime employee and 4-year supervisor, would often fill out the immigrant’s application, and falsely certify that a license from another state was surrendered.
Revised:  Martinez, a longtime employee and 4-year supervisor, would often fill out the immigrant’s application, and falsely certify that an ID from another state was surrendered.
Edit intent: clarity
Original:  Then he met Miriam who arranged to have a new ID issued to him  through her husband.
Revised:  He met Miriam, who arranged to have a new ID issued to him through her husband.
Edit intent: coherence
Original:  Then he met Miriam who arranged to have a new ID issued to him  through her husband.
Revised:  Then he met Miriam who arranged to have a new ID issued to him , through her husband.
Edit intent: fluency
Original:   Miriam would call Lopez and tell him when to appear at the Springfield service center with clients who followed behind him in the scam .
Revised:  A working relationship developed between the two, and Miriam would call Lopez and tell him when to appear at the Springfield service center with clients who followed behind him in the scam .
Edit intent: clarity
Original:   Miriam would call Lopez and tell him when to appear at the Springfield service center with clients who followed behind him in the scam .
Revised:  Miriam would call Lopez and tell him when to appear at the Springfield service center with clients who followed behind him in the scheme .
Edit intent: clarity
Original:  This ultimately led to undercover agents  who posed as the cousins later being issued ID’s by Francisco, her husband.
Revised:  This ultimately led to undercover agents , who posed as the cousins later being issued ID’s by Francisco, her husband.
Edit intent: fluency
Original:  This ultimately led to undercover agents  who posed as the cousins later being issued ID’s by Francisco, her husband.
Revised:  This ultimately led to undercover agents who posed as the cousins , being issued ID’s by Francisco, her husband.
Edit intent: clarity
Original: Australian Prime Minister John Howard has announced that 150 SAS personel will be serving in Afghanistan within two months, and a further 200 troops will follow them by early next year.
Revised: Australian Prime Minister John Howard has announced that 150 SAS personnel will be serving in Afghanistan within two months, and a further 200 troops will follow them by early next year.
Edit intent: fluency
Original:  Opposition leader Kim Beazley has said that Labor supported the plan.
Revised:  Opposition leader Kim Beazley has said that Labour supported the plan.
Edit intent: fluency
Original:  Mr Beazley has been critical of the government in recent weeks because of it's military focus on Iraq rather than Afghanistan, which he says is the source of the terrorist threat.
Revised:  Mr Beazley has been critical of the government in recent weeks because of its military focus on Iraq rather than Afghanistan, which he says is the source of the terrorist threat.
Edit intent: fluency
Original:  The committment comes amid a resurgance of the Taliban and an increase in insurgency activities in Afghanistan.
Revised:  The committment comes amid a resurgence of the Taliban and an increase in insurgency activities in Afghanistan.
Edit intent: fluency
Original:  "The progress that has been made in the establishment of a legitimate government in Afghanistan has come under increasing attack and pressure from the Taliban …
Revised:  "The progress that has been made in the establishment of a legitimate government in Afghanistan has come under increasing attack and pressure from the Taliban -
Edit intent: fluency
Original:  The additional troop committment has been welcomed by the Afghani government.
Revised:  The additional troop commitment has been welcomed by the Afghani government.
Edit intent: fluency
Original:  Lutfullah Mashal, Afghanistan's Interior Ministry spokesman, said that assistance with security or reconstruction and development is always welcome, however he expressed dissapointment that the deployment would only be  12 months.
Revised:  Lutfullah Mashal, Afghanistan's Interior Ministry spokesman, said that assistance with security or reconstruction and development is always welcome, however he expressed disappointment that the deployment would only be 12 months.
Edit intent: fluency
Original:  Lutfullah Mashal, Afghanistan's Interior Ministry spokesman, said that assistance with security or reconstruction and development is always welcome, however he expressed dissapointment that the deployment would only be  12 months.
Revised:  Lutfullah Mashal, Afghanistan's Interior Ministry spokesman, said that assistance with security or reconstruction and development is always welcome, however he expressed dissapointment that the deployment would only be for 12 months.
Edit intent: fluency