wanyu/IteraTeR_v2 huggingface dataset:
Original:   Category:1984 births Category:Living people Category:South Sudanese male  marathon runners Category:  Athletes (track and field) at the 2012 Summer Olympics Category: Iowa State University alumni Category:American male marathon runners Category: Independent Olympic Athletes at the 2012 Summer Olympics Category:  People from Flagstaff, Arizona Category:People from Unity (state) Category:Dinka people Category:South Sudanese male athletes Category:Olympic athletes of South Sud
Revised:  External links Category:1984 births Category:Living people Category:South Sudanese male marathon runners Category: Athletes (track and field) at the 2012 Summer Olympics Category: Iowa State University alumni Category:American male marathon runners Category: Independent Olympic Athletes at the 2012 Summer Olympics Category: People from Flagstaff, Arizona Category:People from Unity (state) Category:Dinka people Category:South Sudanese male athletes Category:Olympic athletes of South Sud
Edit intent: fluency
Original:   Category:1984 births Category:Living people Category:South Sudanese male  marathon runners Category:  Athletes (track and field) at the 2012 Summer Olympics Category: Iowa State University alumni Category:American male marathon runners Category: Independent Olympic Athletes at the 2012 Summer Olympics Category:  People from Flagstaff, Arizona Category:People from Unity (state) Category:Dinka people Category:South Sudanese male athletes Category:Olympic athletes of South Sud
Revised:  Category:1984 births Category:Living people Category:South Sudanese male athletes Category:South Sudanese male marathon runners Category: Athletes (track and field) at the 2012 Summer Olympics Category: Iowa State University alumni Category:American male marathon runners Category: Independent Olympic Athletes at the 2012 Summer Olympics Category: People from Flagstaff, Arizona Category:People from Unity (state) Category:Dinka people Category:South Sudanese male athletes Category:Olympic athletes of South Sud
Edit intent: fluency
Original:   Category:1984 births Category:Living people Category:South Sudanese male  marathon runners Category:  Athletes (track and field) at the 2012 Summer Olympics Category: Iowa State University alumni Category:American male marathon runners Category: Independent Olympic Athletes at the 2012 Summer Olympics Category:  People from Flagstaff, Arizona Category:People from Unity (state) Category:Dinka people Category:South Sudanese male athletes Category:Olympic athletes of South Sud
Revised:  Category:1984 births Category:Living people Category:South Sudanese male marathon runners Category: American male marathon runners Category:Olympic athletes of South Sudan Category: Athletes (track and field) at the 2012 Summer Olympics Category: Iowa State University alumni Category:American male marathon runners Category: Independent Olympic Athletes at the 2012 Summer Olympics Category: People from Flagstaff, Arizona Category:People from Unity (state) Category:Dinka people Category:South Sudanese male athletes Category:Olympic athletes of South Sud
Edit intent: fluency
Original:   Category:1984 births Category:Living people Category:South Sudanese male  marathon runners Category:  Athletes (track and field) at the 2012 Summer Olympics Category: Iowa State University alumni Category:American male marathon runners Category: Independent Olympic Athletes at the 2012 Summer Olympics Category:  People from Flagstaff, Arizona Category:People from Unity (state) Category:Dinka people Category:South Sudanese male athletes Category:Olympic athletes of South Sud
Revised:  Category:1984 births Category:Living people Category:South Sudanese male marathon runners Category: Athletes (track and field) at the 2012 Summer Olympics Category: Iowa State University alumni Category:American male marathon runners Category: Independent Olympic Athletes at the 2012 Summer Olympics Category: Iowa State University alumni Category: People from Flagstaff, Arizona Category:People from Unity (state) Category:Dinka people Category:South Sudanese male athletes Category:Olympic athletes of South Sud
Edit intent: fluency
Original:   Category:1984 births Category:Living people Category:South Sudanese male  marathon runners Category:  Athletes (track and field) at the 2012 Summer Olympics Category: Iowa State University alumni Category:American male marathon runners Category: Independent Olympic Athletes at the 2012 Summer Olympics Category:  People from Flagstaff, Arizona Category:People from Unity (state) Category:Dinka people Category:South Sudanese male athletes Category:Olympic athletes of South Sud
Revised:  Category:1984 births Category:Living people Category:South Sudanese male marathon runners Category: Athletes (track and field) at the 2012 Summer Olympics Category: Iowa State University alumni Category:American male marathon runners Category: Independent Olympic Athletes at the 2012 Summer Olympics Category: People from Flagstaff, Arizona Category:People from Unity (state) Category:Dinka peop
Edit intent: clarity
Original:   He competed at the 2012 Olympics using his adopted name of Marial, which was the surname of his uncle, however he has since reverted to his birth name    .
Revised:  He competed at the 2012 Olympics using his adopted name of Marial, which was the surname of his uncle, however he has since reverted to his birth name . .
Edit intent: fluency
Original: Arc significance Gunn essentially sells his soul to keep his law knowledge , which leads to the events in the following episode.
Revised: Arc significance Gunn signs a contract to make his law knowledge , which leads to the events in the following episode.
Edit intent: clarity
Original:  Gunn says that he doesn't want to go back to the person he was, so Sparrow makes a deal with him - he'll give him a “permanent upgrade” if Gunn signs  something out of customs for him.
Revised:  Gunn says that he doesn't want to go back to the person he was, so Sparrow makes a deal with him - he'll give him a “permanent upgrade” if Gunn signs a contract to ship something out of customs for him.
Edit intent: clarity
Original:  She flirts with Angel as he leads her to her cell, and  uncomfortable, Angel leaves.
Revised:  She flirts with Angel as he leads her to her cell, and , uncomfortable, Angel leaves.
Edit intent: fluency
Original:  He heads up to Wesley's office, saying he's not sure how he feels about their platonic friendship turning into something else.
Revised:  He heads to Wesley's office, saying he's not sure how he feels about their platonic friendship turning into something else.
Edit intent: fluency
Original:  Meanwhile, Fred goes to see Wesley and tells him that she needs a ride home , and is clearly hoping he'll be the one to offer.
Revised:  Meanwhile, Fred goes to see Wesley and tells him that she needs a ride home and is clearly hoping he'll be the one to offer.
Edit intent: fluency
Original:  Meanwhile, Fred goes to see Wesley and tells him that she needs a ride home , and is clearly hoping he'll be the one to offer.
Revised:  Meanwhile, Fred goes to see Wesley and tells him that she needs a ride home , and is clearly hoping he'll offer.
Edit intent: clarity
Original:  Unfortunately  it's now Wes's turn to miss signals and instead arranges for a driver to take his friend home.
Revised:  Unfortunately , it's now Wes's turn to miss signals and instead arranges for a driver to take his friend home.
Edit intent: fluency
Original:  Unfortunately  it's now Wes's turn to miss signals and instead arranges for a driver to take his friend home.
Revised:  Unfortunately it's Wes's turn to miss signals and instead arranges for a driver to take his friend home.
Edit intent: coherence
Original:  Unfortunately  it's now Wes's turn to miss signals and instead arranges for a driver to take his friend home.
Revised:  Unfortunately it's now Wes's turn to miss signals , and he instead arranges for a driver to take his friend home.
Edit intent: coherence
Original:  Angel heads to Smile Time'''s studio and , ignoring the “Don't” sign on the door, enters a hidden room where a man with a towel over his head sits under a large egg.
Revised:  Angel heads to Smile Time'''s studio and enters a hidden room where a man with a towel over his head sits under a large egg.
Edit intent: clarity
Original:  The egg opens, forming a glowing smile  and a blast of energy tosses Angel across the room.
Revised:  The egg opens, forming a glowing smile , and a blast of energy tosses Angel across the room.
Edit intent: fluency
Original:  Nina arrives  and Puppet Angel ducks under his desk so she won't see him.
Revised:  Nina arrives , and Puppet Angel ducks under his desk so she won't see him.
Edit intent: fluency
Original:  Spike arrives , and is shocked and amused to see that Angel is “a wee little puppet man , ” which sends Spike into fits of hysterical laughter.
Revised:  Spike arrives and is shocked and amused to see that Angel is “a wee little puppet man , ” which sends Spike into fits of hysterical laughter.
Edit intent: fluency
Original:  Spike arrives , and is shocked and amused to see that Angel is “a wee little puppet man , ” which sends Spike into fits of hysterical laughter.
Revised:  Spike arrives , and is shocked and amused to see that Angel is “a wee little puppet man . ” which sends Spike into fits of hysterical laughter.
Edit intent: fluency
Original:  Spike arrives , and is shocked and amused to see that Angel is “a wee little puppet man , ” which sends Spike into fits of hysterical laughter.
Revised:  Spike arrives , and is shocked and amused to see that Angel is “a wee little puppet man , ” 
Edit intent: coherence
Original:  The two vampires fight, crashing through the office doors into the lobby for all to see Angel as a puppet.
Revised:  The two fight, crashing through the office doors into the lobby for all to see Angel as a puppet.
Edit intent: clarity
Original:  The fight then continues into the elevator, the doors of which close, and when the doors open Puppet Angel has somehow managed to beat Spike.
Revised:  The fight continues into the elevator, the doors of which close, and when the doors open Puppet Angel has somehow managed to beat Spike.
Edit intent: clarity
Original:  The fight then continues into the elevator, the doors of which close, and when the doors open Puppet Angel has somehow managed to beat Spike.
Revised:  The fight then continues into the elevator, the doors of which close, and when the doors open Puppet Angel has managed to beat Spike.
Edit intent: clarity
Original:  Gunn tries to tell him the laws he's violated,  he can't come up with the right statute, and Framkin says he thinks he would be more likely to win than Wolfram & Hart in court.
Revised:  Gunn tries to tell him the laws he's violated, but he can't come up with the right statute, and Framkin says he thinks he would be more likely to win than Wolfram & Hart in court.
Edit intent: coherence
Original:  Upstairs, Lorne comes across a tattered Puppet Angel and yells, "Is there a Geppetto in the house?"
Edit intent: coherence
Original:  Sparrow examines him and tells him that the implant is failing in an "Acute Flowers For Algernon Syndrome";
Revised:  Sparrow tells him that the implant is failing in an "Acute Flowers For Algernon Syndrome";
Edit intent: coherence
Original:  the Senior Partners gave it to him in the first place because they wanted him to have it, and if it's fading, they must have wanted that as well.
Revised:  the Senior Partners gave it to him because they wanted him to have it, and if it's fading, they must have wanted that as well.
Edit intent: coherence
Original:  Gunn says that he doesn't want to go back to the person he was, so Sparrow makes a deal with him - he'll give him a “permanent upgrade” if Gunn signs a contract to ship something out of customs for him.
Revised:  Gunn says that he doesn't want to go back to the person he was, so Sparrow makes a deal - he'll give him a “permanent upgrade” if Gunn signs a contract to ship something out of customs for him.
Edit intent: clarity
Original:  After he leaves, Fred confesses that she decided Knox wasn't right for her , and tries to tell Wesley that she has developed feelings for him;
Revised:  After he leaves, Fred confesses that she decided Knox wasn't right for her and tries to tell Wesley that she has developed feelings for him;
Edit intent: fluency
Original:  Gunn, who's regained his law knowledge, announces the puppets are actually running the show - Framkin made a deal with some devils to improve his ratings.
Revised:  Gunn, who's regained his law knowledge, announces the puppets are running the show - Framkin made a deal with some devils to improve his ratings.
Edit intent: clarity
Original:  In the main studio, Gunn defeats Flora and Angel defeats Polo by throwing him onto the treehouse (after he reverts to 'vamp puppet face') .
Revised:  In the main studio, Gunn defeats Flora and Angel defeats Polo .
Edit intent: coherence
Original:  They agree to have breakfast together , with Nina jokingly wondering what puppets eat .
Revised:  They agree to have breakfast together .
Edit intent: clarity
Original: Type A bag, in the context of fishing and hunting, is a quantity of fish caught or game killed, normally given as number of animals.
Revised:  A bag, in the context of fishing and hunting, is a quantity of fish caught or game killed, normally given as number of animals.
Edit intent: clarity
Original:  The term is also often used as in compound words, e.g. hunting bag scheme or bag statistics. REFERENC
Revised:  The term is also often used as in compound words, e.g. hunting bag scheme or bag statistics. Referenc
Edit intent: fluency
Original: The 1989 Battle of Amgala took place on 8 November 1989, when two POLISARIO mechanized columns launched a massive attack against Moroccan troops in the Amgala region, managing to cross the Moroccan Wall and advance twenty kilometers in direction to Smara, to finally retreat before Moroccan retaliation to their positions in the Free Zone (region).
Revised: The Battle of Amgala took place on 8 November 1989, when two POLISARIO mechanized columns launched a massive attack against Moroccan troops in the Amgala region, managing to cross the Moroccan Wall and advance twenty kilometers in direction to Smara, to finally retreat before Moroccan retaliation to their positions in the Free Zone (region).
Edit intent: fluency
Original: The  Battle of Amgala took place on 8 November 1989, when two POLISARIO mechanized columns launched a massive attack against Moroccan troops in the Amgala region, managing to cross the Moroccan Wall and advance twenty kilometers in direction to Smara, to finally retreat before Moroccan retaliation to their positions in the Free Zone (region).
Revised: The 1989 Battle of Amgala took place on 8 November 1989, when two POLISARIO mechanized columns launched a massive attack against Moroccan troops in the Amgala region, managing to cross the Moroccan Wall and advance twenty kilometers in direction to Smara, to finally retreat before Moroccan retaliation to their positions in the Free Zone (region).
Edit intent: fluency
Original:  Context The aim of the Polisario attack was to push King Hassan II to participate in the peace negotiations carried out by the United Nations and the Organization of African Unity.
Edit intent: coherence
Original:  In January 1976, the Amgala waterhole was being used as a staging point for refugees being evacuated to Algeria, assisted by Algerian troops .
Revised:  In January 1976, the Amgala waterhole was being used as a staging point for refugees being evacuated to Algeria, assisted by Algerian personnel .
Edit intent: clarity
Original:  According to the Algerians, their troops were supplying refugees with food and medical supplies.
Revised:  According to the Algerians, their personnel were supplying refugees with food and medical supplies.
Edit intent: clarity
Original:  According to Moroccan sources, about 1,200 men were involved in the battle including Algerian soldiers and Sahrawi militia men.
Revised:  According to Moroccan sources, about 1,200 men were involved in the battle including Sahrawi militia men.
Edit intent: clarity
Original:  The Algerian newspaper El Moudjahid claimed 400 Moroccan deaths, and went on to say Algeria would have chosen more effective weapons and a more strategic location than the Western Sahara if the intent had been to attack Morocco.
Edit intent: coherence
Original:  The day after the attack, on 28 January Algerian President Houari Boumediene sent messages to heads of state around the world.
Edit intent: coherence
Original:  There were many stories of later Algerian involvement, but there was no proof since  no Algerian prisoners were taken  after Amgala.
Revised:  There were many stories of later Algerian involvement, but there was no proof since in reality no Algerian prisoners were taken after Amgala.
Edit intent: clarity
Original:  Wstern Sahara claimed their troops were providing food and medical supplies to refugees at Amgala, while Morocco said the Western Sahara troops were heavily armed and were aiding Polisario.
Revised:  Algeria claimed their troops were providing food and medical supplies to refugees at Amgala, while Morocco said the Western Sahara troops were heavily armed and were aiding Polisario.
Edit intent: fluency
Original:  In January 1976, the Amgala waterhole was being used as a staging point for refugees being evacuated to Algeria, assisted by Algerian personnel .
Revised:  In January 1976, the Amgala waterhole was being used as a staging point for refugees being evacuated to Algeria, assisted by Algerian troops .
Edit intent: clarity
Original:  According to the Algerians, their personnel were supplying refugees with food and medical supplies.
Revised:  According to the Algerians, their troops were supplying refugees with food and medical supplies.
Edit intent: clarity
Original:  But of course the Moroccans loved to make up stories that they won over Algerians so they said that the Algerians were heavily armed with field guns, mortars, anti-aircraft guns and missiles.
Revised:  The Moroccans said that the Algerians were heavily armed with field guns, mortars, anti-aircraft guns and missiles.
Edit intent: coherence
Original:  There were many stories of later Algerian involvement, but there was no proof since in reality no Algerian prisoners were taken in or after Amgala.
Revised:  There were many stories of later Algerian involvement, but there was no proof since no Algerian prisoners were taken in or after Amgala.
Edit intent: clarity
Original:  There were many stories of later Algerian involvement, but there was no proof since in reality no Algerian prisoners were taken in or after Amgala.
Revised:  There were many stories of later Algerian involvement, but there was no proof since in reality no Algerian prisoners were taken after Amgala.
Edit intent: clarity
Original:  Ten years later, with a thawing of relations between Algeria and Morocco, on 25 May 1987 one hundred and fifty Moroccan prisoners of war were exchanged for 102 Sahraoui soldiers captured during the Battle of Amgala in 1976. even though these numbers show clearly who won this war, morocccans still claim they won.
Revised:  Ten years later, with a thawing of relations between Algeria and Morocco, on 25 May 1987 one hundred and fifty Moroccan prisoners of war were exchanged for 102 Sahraoui soldiers captured during the Battle of Amgala in 1976. 
Edit intent: coherence
Original:  L'accumulation dans deux sociétés rurales d'Afrique de l'Ouest', Cahiers ORSTOM, série Sciences Humaines (1985) », in Jean-Marc Gastellu, "Matrilineages, Economic Groups and Differentiation in West Africa": A Note (O.R.S.TO.M) the matriarch of this dynasty, both originally from the Kingdom of Sine and members of the Serer ethnic group.
Revised:  L'accumulation dans deux sociétés rurales d'Afrique de l'Ouest', Cahiers ORSTOM, série Sciences Humaines (1985) », in Jean-Marc Gastellu, "Matrilineages, Economic Groups and Differentiation in West Africa": A Note (O.R.S.TO.M) the matriarch of this dynasty, both originally from the Kingdom of Sine and members of the Serer ethnic group.
Edit intent: fluency
Original:   In Amadou Wade's Chronique du Waalo, Ndiadiane Ndiaye (the maternal half brother of Brak Barka Mbooj / Mbodj – ancestor of the Mbooj paternal dynasty and the first Brak from this family) is listed as reigning from the late 12th century (1186, also [in] Barry 1985, pp 311–12).
Revised:  <ref> In Amadou Wade's Chronique du Waalo, Ndiadiane Ndiaye (the maternal half brother of Brak Barka Mbooj / Mbodj – ancestor of the Mbooj paternal dynasty and the first Brak from this family) is listed as reigning from the late 12th century (1186, also [in] Barry 1985, pp 311–12).
Edit intent: coherence
Original:  For Ndiadiane's reign, see Fage, John, D., & Oliver, Roland, The Cambridge history of Africa: From c. 1600 to c. 1790, p 486, . For Maysa Wali's reign, see his article, see also Sarr, Alioune , ' Histoire du Sine-Saloum (Sénégal) (introduction, bibliographie et notes par Charles Becker)', in Bulletin de l'IFAN, vol. 46, series B, nos 3-4, 1986–1987, p 19, . Also see Lingeer Ndoye Demba which contains the genealogy of this family.
Revised:  For Ndiadiane's reign, see Fage, John, D., & Oliver, Roland, The Cambridge history of Africa: From c. 1600 to c. 1790, p 486, . For Maysa Wali's reign, see Sarr, Alioune , ' Histoire du Sine-Saloum (Sénégal) (introduction, bibliographie et notes par Charles Becker)', in Bulletin de l'IFAN, vol. 46, series B, nos 3-4, 1986–1987, p 19, . Also see Lingeer Ndoye Demba which contains the genealogy of this family.
Edit intent: coherence
Original:  For Ndiadiane's reign, see Fage, John, D., & Oliver, Roland, The Cambridge history of Africa: From c. 1600 to c. 1790, p 486, . For Maysa Wali's reign, see his article, see also Sarr, Alioune , ' Histoire du Sine-Saloum (Sénégal) (introduction, bibliographie et notes par Charles Becker)', in Bulletin de l'IFAN, vol. 46, series B, nos 3-4, 1986–1987, p 19, . Also see Lingeer Ndoye Demba which contains the genealogy of this family.
Revised:  For Ndiadiane's reign, see Fage, John, D., & Oliver, Roland, The Cambridge history of Africa: From c. 1600 to c. 1790, p 486, . For Maysa Wali's reign, see his article, see also Sarr, Alioune 's, Histoire du Sine-Saloum (Sénégal) (introduction, bibliographie et notes par Charles Becker)', in Bulletin de l'IFAN, vol. 46, series B, nos 3-4, 1986–1987, p 19, . Also see Lingeer Ndoye Demba which contains the genealogy of this family.
Edit intent: fluency
Original:   Another reason for this confusion is that, the original battle instigated by the Joos, created a civil war which lasted for several years (20 years according to some or 29 years) That civil war may have continued right up to the reign of Brak Njaak Kumba Xuri Yaay who reigned long after Brak Yerim Ndateh Boubou and Brak Mö Mbôdy Kumba Khedy.
Revised:  </ref> Another reason for this confusion is that, the original battle instigated by the Joos, created a civil war which lasted for several years (20 years according to some or 29 years) That civil war may have continued right up to the reign of Brak Njaak Kumba Xuri Yaay who reigned long after Brak Yerim Ndateh Boubou and Brak Mö Mbôdy Kumba Khedy.
Edit intent: coherence
Original:  IFAN, (1955) Ndiaye Leyti, Oumar, "Le Djoloff et ses Bourba"  , Les Nouvelles editions africaines (1981).
Revised:  IFAN, (1955) Ndiaye Leyti, Oumar, "Le Djoloff et ses Bourba" '' , Les Nouvelles editions africaines (1981).
Edit intent: fluency
Original:  Yacine Mboj) – mother of Brak Saayodo Yassin Modi Mbooj and wife of prince Jabou Jouba Ali Mbooj (var. Diabou Douba Ali) Lingeer Ndate Yalla Mbodje (great grandmother of Ibrahima Mbodje, who is the husband of Pourmera Fall, both parents of Coura Mbodje)
Revised:  Yacine Mboj) – mother of Brak Saayodo Yassin Modi Mbooj and wife of prince Jabou Jouba Ali Mbooj (var. Diabou Douba Ali) 
Edit intent: coherence
Original:  Yérim Mbanyik Ndoy Demba), most probably reigned from c. 1403 to 1410Barry (1985) p 327 (Retrieved 21 July 2012) (or 1445–1457 according to some).
Revised:  Yérim Mbanyik Ndoy Demba), most probably reigned from to 1410Barry (1985) p 327 (Retrieved 21 July 2012) (or 1445–1457 according to some).
Edit intent: clarity