wanyu/IteraTeR_v2 huggingface dataset:
Original:  Category:1980 births Category: Algerian footballers Category: Living people Category:  Kabyle people Category:  JS Kabylie players Category:USM Alger players Category:People from Tizi Ouzou Province Category:MO Béjaïa players
Revised:  Category:1980 births Category: Algerian footballers Category: Living people Category: Kabyle people Category: Algerian footballers Category: JS Kabylie players Category:USM Alger players Category:People from Tizi Ouzou Province Category:MO Béjaïa players
Edit intent: fluency
Original:  Category:1980 births Category: Algerian footballers Category: Living people Category:  Kabyle people Category:  JS Kabylie players Category:USM Alger players Category:People from Tizi Ouzou Province Category:MO Béjaïa players
Revised:  Category:1980 births Category: Algerian footballers Category: Living people Category: Kabyle people Category: JS Kabylie players Category:USM Alger players Category:MO Béjaïa players
Edit intent: coherence
Original:  He was educated by Baron Josef Kalasanz von Erberg, and his wife Josephine, by birth a Countess von Attems.
Revised:  He was educated by Baron Josef Kalasanz von Erberg, and his wife Countess Josephine von Attems.
Edit intent: clarity
Original:  Possibly as a result of his parents' genetic closeness (they were double first cousins), Ferdinand suffered from epilepsy, hydrocephalus, neurological problems  , and a speech impediment.
Revised:  Possibly as a result of his parents' genetic closeness (they were double first cousins), Ferdinand suffered from hydrocephalus, neurological problems , and a speech impediment.
Edit intent: clarity
Original: Little Prince or Tastanaki Hopayi,Smithsonian Institution: Two Chiefs of the Creek Nation and a Georgian squatter Mar 31 1828 Tustanagee Hopae (Tvstanagi Hopvyē in Mvskokē «Far Warrior» < ho·pv·yē «far» Creek Language Project: English - Creek ) (died 1832) was an 18th-century chieftain and longtime representative of the Lower Creeks from the 1780s until his death in 1832.
Revised: Little Prince or Tastanaki Hopayi,Smithsonian Institution: Two Chiefs of the Creek Nation and a Georgian squatter Mar 31 1828 Tustanagee Hopae (Tvstanagi Hopvyē in Mvskokē «Far Warrior» < ho·pv·yē «far» ) (died 1832) was an 18th-century chieftain and longtime representative of the Lower Creeks from the 1780s until his death in 1832.
Edit intent: coherence
Original: Shumla was a member of the Avshar tribe of the Oghuz Turks.
Revised: Shumla was a member of the Afshar tribe of the Oghuz Turks.
Edit intent: fluency
Original: Bosworth, p. 172 Category:History of Khuzestan Province Category:Turkic rulers Category:12th-century rulers in Asia Category:1170s deaths Category: Oghuz Turks Category: Year of birth unkno
Revised: Bosworth, p. 172 Category:History of Khuzestan Province Category:Turkic rulers Category:12th-century rulers in Asia Category:1170s deaths Category: Year of birth unkno
Edit intent: coherence
Original:  Berkley , California.
Revised:  Berkeley , California.
Edit intent: fluency
Original:   Herman Kahn was the son of Abraham Kahn and Yetta Kahn.
Revised:  Personal life Herman Kahn was the son of Abraham Kahn and Yetta Kahn.
Edit intent: clarity
Original: Kahn's major contributions were the several strategies he developed during the Cold War to contemplate "the unthinkable"namely , nuclear warfareby using applications of game theory.
Revised: Kahn's major contributions were the several strategies he developed during the Cold War to contemplate "the unthinkable"namely nuclear warfareby using applications of game theory.
Edit intent: fluency
Original: Kahn's major contributions were the several strategies he developed during the Cold War to contemplate "the unthinkable"namely  nuclear warfareby using applications of game theory.
Revised: Kahn's major contributions were the several strategies he developed during the Cold War to contemplate "the unthinkable"namely , nuclear warfareby using applications of game theory.
Edit intent: fluency
Original:  Luminaries such as sociologist Daniel Bell, political philosopher Raymond Aron and novelist Ralph Ellison (author of the 1952 classic Invisible Man) were recruited .
Revised:  He recruited sociologist Daniel Bell, political philosopher Raymond Aron and novelist Ralph Ellison (author of the 1952 classic Invisible Man) were recruited .
Edit intent: clarity
Original:  Luminaries such as sociologist Daniel Bell, political philosopher Raymond Aron and novelist Ralph Ellison (author of the 1952 classic Invisible Man) were recruited .
Revised:  Luminaries such as sociologist Daniel Bell, political philosopher Raymond Aron and novelist Ralph Ellison (author of the 1952 classic Invisible Man) .
Edit intent: clarity
Original: Maximum sustainable yield In population ecology and economics, maximum sustainable yield or MSY is, theoretically, the largest yield/catch that can be taken from a species' stock over an indefinite period.
Revised:  In population ecology and economics, maximum sustainable yield or MSY is, theoretically, the largest yield/catch that can be taken from a species' stock over an indefinite period.
Edit intent: fluency
Original:  In most fisheries, the population has been decreased so significantly from their native populations , that the only way to increase production is to decrease production, and wait for populations to recover.
Revised:  ==Maximumns , that the only way to increase production is to decrease production, and wait for populations to recover.
Edit intent: clarity
Original: In population ecology and economics, maximum sustainable yield or MSYis,theoretically, the largest yield/ catch that can be taken from a species' stock over an indefinite period.
Revised: The concept of maximum sustainable yield or MSYis,theoretically, the largest yield/ catch that can be taken from a species' stock over an indefinite period.
Edit intent: clarity
Original:  Under the assumption of logistic growth , the MSY will be exactly at half the carrying capacity of a species, as this is the stage at when population growth is highest.
Revised:  Under the assumption of logistic population growth. Assuming the logistic model , the MSY will be exactly at half the carrying capacity of a species, as this is the stage at when population growth is highest.
Edit intent: clarity
Original:  The maximum sustainable yield is usually higher than the optimum sustainable yield.
Revised:  In practice, the maximum sustainable yield is usually higher than the optimum sustainable yield.
Edit intent: clarity
Original:   Early calculations of MSY were developed under the assumption of logistic population growth.
Revised:  " Early calculations of MSY were developed under the assumption of logistic population growth.
Edit intent: fluency
Original:  In most fisheries, the  population has been decreased so significantly from their native populations, that the only way to increase  production is to decrease production , and wait for populations to recover.
Revised:  In most fisheries, the target population has been decreased so significantly from their native populations, that the only way to increase production is to decrease production , and wait for populations to recover.
Edit intent: clarity
Original:  In most fisheries, the  population has been decreased so significantly from their native populations, that the only way to increase  production is to decrease production , and wait for populations to recover.
Revised:  In most fisheries, the population has been decreased so significantly from its pre-fishing level that the only way to increase production is to decrease production , and wait for populations to recover.
Edit intent: clarity
Original:  Some of these institutions include Institute of Management Technology, Ghaziabad, Indian Institute of Management Calcutta, Indian Institute of Management Shillong, Indian School of Business Mohali, National School of Leadership Pune and XLRI - Xavier School of Management Jamshedpur,Kunwar Viyogi Memorial Trust UP .
Revised:  Some of these institutions include Institute of Management Technology, Ghaziabad, Indian Institute of Management Calcutta, Indian Institute of Management Shillong, Indian School of Business Mohali, National School of Leadership Pune and XLRI - Xavier School of Management Jamshedpur,Kunwar Viyogi Memorial Trust Uttar Pradesh .
Edit intent: fluency
Original: In some universities, research career grades roughly correspond to the grades of the Teaching and Scholarship Career Pathways in the following way: research fellow —lecturer, professorial fellow— professor , whereas senior research fellow is somewhere between a reader and a senior lecturer .
Revised: In some universities, research career grades roughly correspond to the grades of the Academic Promotion Routes in the following way: research fellow —lecturer, professorial fellow— professor , whereas senior research fellow is somewhere between a reader and a senior lecturer .
Edit intent: clarity
Original: In some universities, research career grades roughly correspond to the grades of the Teaching and Scholarship Career Pathways in the following way: research fellow —lecturer, professorial fellow— professor , whereas senior research fellow is somewhere between a reader and a senior lecturer .
Revised: In some universities, research career grades roughly correspond to the grades of the Teaching and Scholarship Career Pathways in the following way: research fellow —lecturer, professorial fellow— reader , whereas senior research fellow is somewhere between a reader and a senior lecturer .
Edit intent: clarity
Original: In some universities, research career grades roughly correspond to the grades of the Academic Promotion Routes in the following way:
Revised: In some universities, research career grades roughly correspond to the grades of the academic pathway in following way:
Edit intent: clarity
Original:  research fellow ( with a slower or same grade as a lecture lecturer ) </ref></ref> , principal research fellow—reader, whereas senior research fellow is somewhere between a lecturer and Senior Lecturer or Associate Professor . Some universities such as Cambridge restrict Professorial grades only to academics who have excelled in both teaching and research  Outside faculty appointments, the title of 'Research Fellow'
Revised:  research fellow ( a lower or same grade as a lecture lecturer ) </ref></ref> , principal research fellow—reader, whereas senior research fellow is somewhere between a lecturer and Senior Lecturer or Associate Professor . Some universities such as Cambridge restrict Professorial grades only to academics who have excelled in both teaching and research Outside faculty appointments, the title of 'Research Fellow'
Edit intent: clarity
Original:  research fellow ( with a slower or same grade as a lecture lecturer ) </ref></ref> , principal research fellow—reader, whereas senior research fellow is somewhere between a lecturer and Senior Lecturer or Associate Professor . Some universities such as Cambridge restrict Professorial grades only to academics who have excelled in both teaching and research  Outside faculty appointments, the title of 'Research Fellow'
Revised:  research fellow ( with a slower or same grade as a lecturer lecturer) , principal research fellow—reader, whereas senior research fellow is somewhere between a lecturer and Senior Lecturer or Associate Professor . Some universities such as Cambridge restrict Professorial grades only to academics who have excelled in both teaching and research Outside faculty appointments, the title of 'Research Fellow'
Edit intent: coherence
Original:  research fellow ( with a slower or same grade as a lecture lecturer ) </ref></ref> , principal research fellow—reader, whereas senior research fellow is somewhere between a lecturer and Senior Lecturer or Associate Professor . Some universities such as Cambridge restrict Professorial grades only to academics who have excelled in both teaching and research  Outside faculty appointments, the title of 'Research Fellow'
Revised:  research fellow ( with a slower or same grade as a lecture lecturer ) </ref></ref> , principal research fellow—reader, whereas senior research fellow is somewhere between a lecturer and Senior Lecturer or Associate Professor . Some universities such as Cambridge restricts Professorial grades only to academics who have excelled in both teaching and research Outside faculty appointments, the title of 'Research Fellow'
Edit intent: fluency
Original:  research fellow ( with a slower or same grade as a lecture lecturer ) </ref></ref> , principal research fellow—reader, whereas senior research fellow is somewhere between a lecturer and Senior Lecturer or Associate Professor . Some universities such as Cambridge restrict Professorial grades only to academics who have excelled in both teaching and research  Outside faculty appointments, the title of 'Research Fellow'
Revised:  research fellow ( with a slower or same grade as a lecture lecturer ) </ref></ref> , principal research fellow—reader, whereas senior research fellow is somewhere between a lecturer and Senior Lecturer or Associate Professor . Some universities such as Cambridge restrict Professorial grades only to academics who have excelled in both teaching and research . Outside faculty appointments, the title of 'Research Fellow'
Edit intent: fluency
Original:  or 'Senior Research Fellows' can be also used as honorary or temporary awarded 'fellowships' to distinguished academics by research institutes or colleges, usually from different institutions 
Revised:  or 'Senior Research Fellows' can be also used as honorary or temporary awarded 'fellowships' to distinguished academics by research institutes or colleges, usually from different institutions .
Edit intent: fluency
Original: Biography [[File:5000 rupiah bill, 2001 series (2009 date), processed, obverse + reverse.jpg|235px|Tuanku Imam Bonjol featured in the 5,000-rupiah banknote issued by Bank Indonesia.
Revised: Biography [[File:5000 rupiah bill, 2001 series (2009 date), processed, obverse and reverse.jpg|235px|Tuanku Imam Bonjol featured in the 5,000-rupiah banknote issued by Bank Indonesia.
Edit intent: fluency
Original: Controversy over National Hero Title Imam Bonjol and Padri Movement in general was accused as Wahhabist and massacres against Batak people by several Indonesian historians scholars.
Revised: Controversy over National Hero Title Imam Bonjol and Padri Movement was accused as Wahhabist and massacres against Batak people by several Indonesian historians scholars.
Edit intent: clarity
Original: Controversy over National Hero Title Imam Bonjol and Padri Movement in general was accused as Wahhabist and massacres against Batak people by several Indonesian historians scholars.
Revised: Controversy over National Hero Title Imam Bonjol and Padri Movement in general was accused as Wahhabi and conducted crime against Batak people by several Indonesian historians scholars.
Edit intent: clarity
Original: Controversy over National Hero Title Imam Bonjol and Padri Movement in general was accused as Wahhabist and massacres against Batak people by several Indonesian historians scholars.
Revised: Controversy over National Hero Title Imam Bonjol and Padri Movement in general was accused as Wahhabist and massacres against Batak people scholars.
Edit intent: clarity
Original:  Many Indonesian historian argued that Imam Bonjol do not deserve National Hero title and hence should be revoked because of his past actions and his ideological motives. 
Revised:  Many Indonesian historian argued that Imam Bonjol do not deserve National Hero title because of his past actions and his ideological motives. 
Edit intent: clarity
Original: After founding the state of Bonjol, Syarif became involved in the Adat-Paderi controversy as a Paderi leader.
Revised: After founding the state of Bonjol, Syarif became involved in the Adat-Paderi controversy as a Padri leader.
Edit intent: fluency
Original:  The Paderi movement, which has been compared to the Ahlus Sunnah wal Jamaah (Sunni) school of Islam in the now Saudi Arabia, was an effort to return the Islam of the area to the purity of its roots by removing local distortions like gambling, cockfighting, the use of opium and strong drink, tobacco, and so forth.
Revised:  The Padri movement, which has been compared to the Ahlus Sunnah wal Jamaah (Sunni) school of Islam in the now Saudi Arabia, was an effort to return the Islam of the area to the purity of its roots by removing local distortions like gambling, cockfighting, the use of opium and strong drink, tobacco, and so forth.
Edit intent: fluency
Original:  Feeling their leadership position threatened, the traditionalists appealed to the Dutch for help in their struggle against the Paderis .
Revised:  Feeling their leadership position threatened, the traditionalists appealed to the Dutch for help in their struggle against the Padris .
Edit intent: fluency
Original:  At first, the Dutch were not able to win militarily against the Paderis because their resources were stretched thin by the Diponegoro resistance in Java.
Revised:  At first, the Dutch were not able to win militarily against the Padris because their resources were stretched thin by the Diponegoro resistance in Java.
Edit intent: fluency
Original:  Despite valiant fighting by the Indonesians (by this time the traditionalists had realised they didn't want to be ruled by the Dutch either and had joined forces with the Paderis in their resistance), the overwhelming power of the Dutch military eventually prevailed.
Revised:  Despite valiant fighting by the Indonesians (by this time the traditionalists had realised they didn't want to be ruled by the Dutch either and had joined forces with the Padris in their resistance), the overwhelming power of the Dutch military eventually prevailed.
Edit intent: fluency
Original: Controversy over National Hero Title Imam Bonjol and Padri Movement was accused as Wahhabi and conducted crime against Batak people according to some Batak 's historians, specifically Mangaradja Onggang Parlindungan and international sources.
Revised: Controversy over National Hero Title Imam Bonjol and the Padri Movement have been accused of Wahhabism and of conducting crime against Batak people according to some Batak 's historians, specifically Mangaradja Onggang Parlindungan and international sources.
Edit intent: clarity
Original: Controversy over National Hero Title Imam Bonjol and Padri Movement was accused as Wahhabi and conducted crime against Batak people according to some Batak 's historians, specifically Mangaradja Onggang Parlindungan and international sources.
Revised: Controversy over National Hero Title Imam Bonjol and Padri Movement was accused as Wahhabi and conducted crime against Batak people according to some Batak historians, specifically Mangaradja Onggang Parlindungan and international sources.
Edit intent: fluency
Original:  Some Batak historian argued that Imam Bonjol do not deserve the National Hero title because of his past actions and his ideological motives.
Revised:  Some Batak historians argued that Imam Bonjol do not deserve the National Hero title because of his past actions and his ideological motives.
Edit intent: fluency
Original:  Some Batak historian argued that Imam Bonjol do not deserve the National Hero title because of his past actions and his ideological motives.
Revised:  Some Batak historian argued that Imam Bonjol does not deserve the National Hero title because of his past actions and his ideological motives.
Edit intent: fluency
Original:  Reports from Dutch colonial and Bataknese lores about the notoriety of Imam Bonjol’s movement have been the source for almost a century  discussion among experts on the role of Imam Bonjol in the past.
Revised:  Reports from Dutch colonial and Bataknese lore about the notoriety of Imam Bonjol’s movement have been the source for almost a century discussion among experts on the role of Imam Bonjol in the past.
Edit intent: fluency
Original:  Reports from Dutch colonial and Bataknese lores about the notoriety of Imam Bonjol’s movement have been the source for almost a century  discussion among experts on the role of Imam Bonjol in the past.
Revised:  Reports from Dutch colonial and Bataknese lores about the notoriety of Imam Bonjol’s movement have been the source for almost a century of discussion among experts on the role of Imam Bonjol in the past.
Edit intent: fluency
Original:   or Minangkabo;
Revised:  Indonesian or or Minangkabo;
Edit intent: fluency
Original:  While the word "kabau" is undisputedly translates to "Water Buffallo ", the word "minang" is traditionally known as a fruit that people usually chew along the 'Sirih' leaves.
Revised:  While the word "kabau" undisputedly translates to "Water Buffallo ", the word "minang" is traditionally known as a fruit that people usually chew along the 'Sirih' leaves.
Edit intent: fluency
Original:  While the word "kabau" is undisputedly translates to "Water Buffallo ", the word "minang" is traditionally known as a fruit that people usually chew along the 'Sirih' leaves.
Revised:  While the word "kabau" is undisputedly translates to "Water Buffalo ", the word "minang" is traditionally known as a fruit that people usually chew along the 'Sirih' leaves.
Edit intent: fluency
Original:  The government in Addis Ababa puts significantly more money into Ogaden for roads and other services than it receives in taxes </ref>
Revised:  </ref>
Edit intent: coherence
Original:  The government in Addis Ababa puts significantly more money into Ogaden for roads and other services than it receives in taxes </ref>
Revised:  The government in Addis Ababa puts significantly more money into Ogaden for roads and other services than it receives in taxes 
Edit intent: coherence
Original: The ONLF mostly recruits from the Ogaden (clan) of (Somali people)|Ogaden Somali , which constitutes roughly 2/3 of the regional population.
Revised: The ONLF mostly recruits from the Ogaden (clan) of Somali people , which constitutes roughly 2/3 of the regional population.
Edit intent: clarity
Original:   Factions of the Ethiopian Civil War Category:Formerly banned socialist parties Category:History of Ethiopia Category:Insurgency in Ogaden Category:Members of the Unrepresented Nations and Peoples Organization Category:National liberation armies Category:National liberation movements in Africa Category:Political parties in Ethiopia Category:Politics of Ethiopia Category:Rebel groups in Ethiopia Category:Separatism in Ethiopia Category:Socialist parties in Ethiopia Category:Somali Regi
Revised:  Ethnic political parties in Ethiopia Category: Factions of the Ethiopian Civil War Category:Formerly banned socialist parties Category:History of Ethiopia Category:Insurgency in Ogaden Category:Members of the Unrepresented Nations and Peoples Organization Category:National liberation armies Category:National liberation movements in Africa Category:Political parties in Ethiopia Category:Politics of Ethiopia Category:Rebel groups in Ethiopia Category:Separatism in Ethiopia Category:Socialist parties in Ethiopia Category:Somali Regi
Edit intent: clarity
Original:  In October 2018, ONLF signed a peace agreement with the federal government and ceased hostilities, with former fighters beginning the process of societal URL
Revised:  In October 2018, ONLF signed a peace agreement with the federal government and ceased hostilities, with former fighters beginning the process of societal reintegration.
Edit intent: clarity
Original: Uighurs domination and Khitans state When the Turks where overthrown by the Uighurs in 745  the war-loving power of the Turks was replaced by the commerce-loving Uighurs.
Revised: Uighurs domination and Khitans state When the Turks were overthrown by the Uighurs in 745 the war-loving power of the Turks was replaced by the commerce-loving Uighurs.
Edit intent: fluency
Original: Uighurs domination and Khitans state When the Turks where overthrown by the Uighurs in 745  the war-loving power of the Turks was replaced by the commerce-loving Uighurs.
Revised: Uighurs domination and Khitans state When the Turks where overthrown by the Uighurs in 745 , the war-loving power of the Turks was replaced by the commerce-loving Uighurs.
Edit intent: fluency