wanyu/IteraTeR_v2 huggingface dataset:
Original:  Sparring should always involve use of a gumshield , head-guard and groin-guard.
Revised:  Sparring should always involve use of a mouth-guard , head-guard and groin-guard.
Edit intent: clarity
Original:  This training method is often cited by medical doctors, boxing trainers, and writers as one of the most spartan forms of sports training.
Edit intent: coherence
Original:  In individual neurons, the high-conductance state is formally defined by the fact that the the total synaptic conductance received by the neuron is larger than its natural resting (or leak) conductance, so in a sense the neuron is "driven" by its inputs rather than being dominated by its intrinsic activity.
Revised:  In individual neurons, the high-conductance state is formally defined by the fact that the total synaptic conductance received by the neuron is larger than its natural resting (or leak) conductance, so in a sense the neuron is "driven" by its inputs rather than being dominated by its intrinsic activity.
Edit intent: fluency
Original:  High-conductance states have been  characterized experimentally, but they also have motivated numerous theoretical studies, in particular in relation to the considerable amount of "noise" present in such states.
Revised:  High-conductance states have been well characterized experimentally, but they also have motivated numerous theoretical studies, in particular in relation to the considerable amount of "noise" present in such states.
Edit intent: clarity
Original:  High-Conductance State article in Scholarped 
Revised:  High-Conductance State article in Scholarpedia 
Edit intent: clarity
Original:  It originates from the accent of Jianzhou Jurchensand was officially standardized during the Qianlong Emperor's reign.
Revised:  It originates from the accent of Jianzhou Jurchens and was officially standardized during the Qianlong Emperor's reign.
Edit intent: fluency
Original:  Traditionally on this day, Manchu people eat perilla or cabbage wraps with rice, scrambled eggs, beef or pork  
Revised:  Traditionally on this day, Manchu people eat perilla or cabbage wraps with rice, scrambled eggs, beef or pork . 
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Original: Prior to its secession from the European Community in 1985, Greenland was a European Parliament constituency for European elections .
Revised:  Greenland was a European Parliament constituency for European elections .
Edit intent: clarity
Original: Restoration Both inscriptions are part of the Orkhon Valley Cultural Landscape UNESCO world heritage site in Mongolia.
Revised: Restoration Both inscriptions are part of the Orkhon Valley Cultural Landscape UNESCO World Heritage Site in Mongolia.
Edit intent: fluency
Original: Nele Kantule Iguibilikinya ( 1868-1944 ) was a famous chief and medicine man of the Kuna indigenous tribe of Panama and Colombia.
Revised: Nele Kantule Iguibilikinya ( 1868–1944 ) was a famous chief and medicine man of the Kuna indigenous tribe of Panama and Colombia.
Edit intent: fluency
Original:  published by Erland Nordenskiöld ( 1928-1930 ) James Howe (1998), A People Who Would Not Kneel: Panama, the United States, and the San Blas Kuna Category:1868 births Category:1944 deaths Category:Kuna people Category:Native South American people Category:Panamanians of indigenous peoples descent Category:Panamanians of Kuna descent Category:Kuna people
Revised:  published by Erland Nordenskiöld ( 1928–1930 ) James Howe (1998), A People Who Would Not Kneel: Panama, the United States, and the San Blas Kuna Category:1868 births Category:1944 deaths Category:Kuna people Category:Native South American people Category:Panamanians of indigenous peoples descent Category:Panamanians of Kuna descent Category:Kuna people
Edit intent: fluency
Original:  published by Erland Nordenskiöld ( 1928-1930 ) James Howe (1998), A People Who Would Not Kneel: Panama, the United States, and the San Blas Kuna Category:1868 births Category:1944 deaths Category:Kuna people Category:Native South American people Category:Panamanians of indigenous peoples descent Category:Panamanians of Kuna descent Category:Kuna people
Revised:  published by Erland Nordenskiöld ( 1928-1930 ) James Howe (1998), A People Who Would Not Kneel: Panama, the United States, and the San Blas Kuna Category:1868 births Category:1944 deaths Category:Kuna people Category:Native South American people Category:Panamanians of indigenous peoples descent Category:Panamanians of Kuna descent 
Edit intent: fluency
Original:  The authors attribute this to lower investments in human capital   .
Revised:  The authors attribute this to lower investments in human capital . .
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Original:  they argue that natural resources generate easily taxable rents that more often than not result in increased spending on education.
Revised:  they argue that natural resources generate easily taxable rents that can result in increased spending on education.
Edit intent: clarity
Original:  Evidence for this has been found for coal or fracking booms  In addition, resource booms can lower the wages of teachers relative to other workers, increasing turnover and impairing students' learning.
Revised:  Evidence for this has been found for coal or fracking booms . In addition, resource booms can lower the wages of teachers relative to other workers, increasing turnover and impairing students' learning.
Edit intent: fluency
Original:  On the other hand, a county-level analysis of resouce booms in the early 20th century found an overall positive effect of resource wealth on single women's labor force participation.
Revised:  On the other hand, a county-level analysis of resource booms in the early 20th century found an overall positive effect of resource wealth on single women's labor force participation.
Edit intent: fluency
Original:  However, oil-rich regions were more likely to participate in the Rosenwald schoolbuilding program.
Revised:  However, oil-rich regions participated more intensively in the Rosenwald schoolbuilding program.
Edit intent: clarity
Original:  Some countries could still experience windfalls from critical materials for renewable energy technologies, but this depends on how the technologies evolve and which materials they require  
Revised:  Some countries could still experience windfalls from critical materials for renewable energy technologies, but this depends on how the technologies evolve and which materials they require . 
Edit intent: fluency
Original: Adaptations to altitude the people of the Andes, including the Incas, were able to adapt to high-altitude living through successful acclimatization, which is characterized by increasing oxygen supply to the blood tissues.
Revised: Adaptations to altitude The people of the Andes, including the Incas, were able to adapt to high-altitude living through successful acclimatization, which is characterized by increasing oxygen supply to the blood tissues.
Edit intent: fluency
Original: Deities [[File:Viracocha.jpg|upViracocha , is the great creator god in Inca mythology]]
Revised: Deities [[File:Viracocha.jpg|upViracocha is the great creator god in Inca mythology]]
Edit intent: fluency
Original: Andean civilizations Category:Post-Classic period in the Americas Category:16th-century disestablishments in the Inca civilization Category:States and territories established in 1438 Category:History of Ecuador Category:History of Peru Category:Inca states Category:History of indigenous peoples of the Americas Category:15th century in South America Category:16th century in South America Category:Former empires in the Americas Category:15th-century establishments in the Inca civilizati
Revised: Andean civilizations Category:Post-Classic period in the Americas Category:16th-century disestablishments in the Inca civilization Category:States and territories established in 1438 Category:History of Ecuador Category:History of Peru Category:Inca states Category:History of indigenous peoples of the Americas Category:15th century in South America Category:16th century in South America Category:Former empires in the Americas Category:15th-century establishments in the Inca civilization Category:Former countri
Edit intent: fluency
Original: The Inca Empire (, "four parts together"), also known as the Incan Empire and the Inka Empire  , was the largest empire in pre-Columbian America.
Revised: The Inca Empire , also known as the Incan Empire and the Inka Empire , was the largest empire in pre-Columbian America.
Edit intent: coherence
Original: The Inca Empire (, "four parts together"), also known as the Incan Empire and the Inka Empire  , was the largest empire in pre-Columbian America.
Revised: The Inca Empire (, "four parts together"), also known as Incan Empire and the Inka Empire , was the largest empire in pre-Columbian America.
Edit intent: fluency
Original: The Inca Empire, also known as Incan Empire and the Inka Empire, and at the time know as the Realm of the Four Parts, was the largest empire in pre-Columbian America.
Revised: The Inca Empire, also known as Incan Empire and the Inka Empire, and at the time known as the Realm of the Four Parts, was the largest empire in pre-Columbian America.
Edit intent: fluency
Original: File:Incan Pickaxe.png|Pickaxe called "Chukchuka" (quechua) from the Kuntisuyu, it could be used as a weapon.
Edit intent: coherence
Original:  Introduction With the evidence we have today, the Cotocollao Indians were the first inhabitants of the mountains of what is now Ecuador.
Revised:  Introduction The Cotocollao Indians were the first inhabitants of the mountains of what is now Ecuador.
Edit intent: clarity
Original:  They lived approximately 1,500 to 500 years before Christ .
Revised:  They lived approximately 1,500 to 500 years BCE .
Edit intent: clarity
Original:  References “Cotocollao.”
Revised:  Notes “Cotocollao.”
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Original:  References “Cotocollao.”
Revised:  References References "Cotocollao."
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Original:  10 Dec. 2006 URL Dr. Cruz, George B. “ Last Incan Emperor’s Trail.
Revised:  10 Dec. 2006. Dr. Cruz, George B. “ Last Incan Emperor’s Trail.
Edit intent: fluency
Original:  10 Dec. 2006 URL Dr. Cruz, George B. “ Last Incan Emperor’s Trail.
Revised:  10 Dec. 2006 URL Dr. Cruz, George B. " Last Incan Emperor’s Trail.
Edit intent: fluency
Original:  ” Hosteria San Jorge.
Revised:  " Hosteria San Jorge.
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Original:  10 Dec. 2006 URL Reyes, Oscar Efren.
Revised:  10 Dec. 2006. Reyes, Oscar Efren.
Edit intent: coherence
Original:  Many llama and alpaca bones have been found in the area, but it is not sure whether they domesticated these animals, or whether they were the remains of what had been hunted and eaten.
Edit intent: coherence
Original: Notes References "Cotocollao."
Revised:  References "Cotocollao."
Edit intent: fluency
Original: Cotocollao stirrup jug The Cotocollao culture were an indigenous Pre-Columbian culture the valley that is now Quito , in Ecuador.
Revised: Cotocollao stirrup jug The Cotocollao culture were an indigenous Pre-Columbian culture the valley that is now the Quito area , in Ecuador.
Edit intent: clarity
Original:   Artwork Probably the most distinguishing feature of the Cotocollao Indians was their ability to create ceramic artwork.
Revised:  Lifestyle The Cotocollao lived on farming, cultivating corn, beans, quinoa, potatoes and Lupin beans. They also hunted deer, rabbit, guanta, puma, wolf, guinea pig and doves. They lived in small villages of rectangular huts of lath and mud with straw thatching. They wore clothing woven from cotton. Artwork Probably the most distinguishing feature of the Cotocollao Indians was their ability to create ceramic artwork.
Edit intent: coherence
Original:  They lived approximately 1,500 to 500 years BCE, in an era known a the Formative Period.
Revised:  They lived approximately 1,500 to 500 years BCE, in an era known as the Formative Period.
Edit intent: fluency
Original:  Netherlands Marine Institute, Ireland Met Office, UK Norwegian Meteorological Institute (Met.no), Norway Management Unit of the North Sea Mathematical Models (MUMM), Belgium Proudman Oceanographic Laboratory (POL), UK National Institute for Coastal and Marine Management, Rijkswaterstaat (RIKZ), Netherlands  Service Hydrographique et Oceanographique de la Marine (SHOM), France Swedish Meteorological and Hydrological Institute (SMHI), Sweden
Revised:  Netherlands Management Unit of the North Sea Mathematical Models (MUMM), Belgium Proudman Oceanographic Laboratory (POL), UK National Institute for Coastal and Marine Management, Rijkswaterstaat (RIKZ), Netherlands Service Hydrographique et Oceanographique de la Marine (SHOM), France Swedish Meteorological and Hydrological Institute (SMHI), Sweden
Edit intent: coherence
Original:  Netherlands Marine Institute, Ireland Met Office, UK Norwegian Meteorological Institute (Met.no), Norway Management Unit of the North Sea Mathematical Models (MUMM), Belgium Proudman Oceanographic Laboratory (POL), UK National Institute for Coastal and Marine Management, Rijkswaterstaat (RIKZ), Netherlands  Service Hydrographique et Oceanographique de la Marine (SHOM), France Swedish Meteorological and Hydrological Institute (SMHI), Sweden
Revised:  Netherlands Marine Institute, Ireland Met Office, UK Norwegian Meteorological Institute (Met.no), Norway Management Unit of the North Sea Mathematical Models (MUMM), Belgium Marine Institute, Ireland Met Office, UK National Institute for Coastal and Marine Management, Rijkswaterstaat (RIKZ), Netherlands Service Hydrographique et Oceanographique de la Marine (SHOM), France Swedish Meteorological and Hydrological Institute (SMHI), Sweden
Edit intent: coherence
Original:  Netherlands Marine Institute, Ireland Met Office, UK Norwegian Meteorological Institute (Met.no), Norway Management Unit of the North Sea Mathematical Models (MUMM), Belgium Proudman Oceanographic Laboratory (POL), UK National Institute for Coastal and Marine Management, Rijkswaterstaat (RIKZ), Netherlands  Service Hydrographique et Oceanographique de la Marine (SHOM), France Swedish Meteorological and Hydrological Institute (SMHI), Sweden
Revised:  Netherlands Marine Institute, Ireland Met Office, UK Norwegian Meteorological Institute (Met.no), Norway Management Unit of the North Sea Mathematical Models (MUMM), Belgium Proudman Oceanographic Laboratory (POL), UK National Institute for Coastal and Marine Management, Rijkswaterstaat (RIKZ), Netherlands Norwegian Meteorological Institute (Met.no), Norway Proudman Oceanographic Laboratory (POL), UK Service Hydrographique et Oceanographique de la Marine (SHOM), France Swedish Meteorological and Hydrological Institute (SMHI), Sweden
Edit intent: coherence
Original:  Netherlands Management Unit of the North Sea Mathematical Models (MUMM), Belgium Marine Institute, Ireland Met Office, UK National Institute for Coastal and Marine Management, Rijkswaterstaat (RIKZ), Netherlands Norwegian Meteorological Institute ( Met.no ), Norway Proudman Oceanographic Laboratory (POL), UK Service Hydrographique et Oceanographique de la Marine (SHOM), France Swedish Meteorological and Hydrological Institute (SMHI), Sweden
Revised:  Netherlands Management Unit of the North Sea Mathematical Models (MUMM), Belgium Marine Institute, Ireland Met Office, UK National Institute for Coastal and Marine Management, Rijkswaterstaat (RIKZ), Netherlands Norwegian Meteorological Institute ( MET Norway ), Norway Proudman Oceanographic Laboratory (POL), UK Service Hydrographique et Oceanographique de la Marine (SHOM), France Swedish Meteorological and Hydrological Institute (SMHI), Sweden
Edit intent: coherence
Original:  In fact, they simply moved the  trade upriver and tried to continue the trade secretly.
Revised:  In fact, they simply moved the slave trade upriver and tried to continue the trade secretly.
Edit intent: fluency
Original:  The Orungu cast this aside for a single monarch , which their tradition maintains was descended from a legendary figure called the Mani PongoYates, page 88 The titles of the kingdom's political offices were adopted from the kingdom of Loango as well as a sense of clan hierarchy.
Revised:  The Orungu cast this aside for a single big chief/king , which their tradition maintains was descended from a legendary figure called the Mani PongoYates, page 88 The titles of the kingdom's political offices were adopted from the kingdom of Loango as well as a sense of clan hierarchy.
Edit intent: clarity
Original:   In An Extremely Goofy Movie, Goofy suffers from empty nest syndrome after his son Max departs for college.
Revised:  Film In An Extremely Goofy Movie, Goofy suffers from empty nest syndrome after his son Max departs for college.
Edit intent: fluency
Original:  Failure to Launch, a romantic comedy about an adult son failing to move out of the nest   .
Revised:  Failure to Launch, a romantic comedy about an adult son failing to move out of the nest . .
Edit intent: fluency
Original:  Experts have advised that overwhelmed parents keep a journal, or go back to work if they were full-time parents   .
Revised:  Experts have advised that overwhelmed parents keep a journal, or go back to work if they were full-time parents . .
Edit intent: fluency
Original: Recent trends In the last decade , the so-called "Boomerang Generation"—young adults who return to live with their parents—have changed the  traditional empty nest dynamics .
Revised: Recent trends In the last decade , the so-called "Boomerang Generation"—young adults who return to live with their parents—have changed the dynamics of the traditional empty nest dynamics .
Edit intent: clarity
Original: Recent trends In the last decade , the so-called "Boomerang Generation"—young adults who return to live with their parents—have changed the  traditional empty nest dynamics .
Revised: Recent trends In the last decade , the so-called "Boomerang Generation"—young adults who return to live with their parents—have changed the traditional empty nest phenomenon .
Edit intent: clarity
Original:  born 2 September 1986) is an Algerian professional footballer who plays for Portuguese club Moreirense F.C. as a central defender.
Revised:  born 2 September 1986) is an Algerian professional footballer who plays as a central defender.
Edit intent: clarity
Original:  He was also selected to the following edition by coach Vahid Halilhodžić, as captain, and contributed decisively to a 4–2 group win over South Korea on 22 June, heading home from a corner kick for his country's second goal.
Revised:  He was also selected to the following edition by coach Vahid Halilhodžić, as captain, and contributed decisively to a 4–2 group victory over South Korea on 22 June, heading home from a corner kick for his country's second goal.
Edit intent: fluency
Original: 2013 Africa Cup of Nations players Category:2014 FIFA World Cup players Category:2015 Africa Cup of Nations players Category:2019 Africa Cup of Nations players Category:Algerian expatriate footballers Category:Expatriate footballers in Portugal Category:Expatriate footballers in England Category:Expatriate footballers in Qatar Category:Algerian expatriate sportspeople in Portugal Category:Algerian expatriate sportspeople in the United Kingdom Category:Algerian expatriate sportspeople in Qat
Revised: 2013 Africa Cup of Nations players Category:2014 FIFA World Cup players Category:2015 Africa Cup of Nations players Category:2019 Africa Cup of Nations players Category:Algerian expatriate footballers Category:Expatriate footballers in Portugal Category:Expatriate footballers in England Category:Expatriate footballers in Qatar Category:Algerian expatriate sportspeople in Portugal Category:Algerian expatriate sportspeople in England Category:Algerian expatriate sportspeople in Qat
Edit intent: coherence
Original: AlgeriaYearAppsGoals20082020097020101212011002012002013502014102201520201600201700201800201930Total413 International goals (Algeriascore listed first,
Revised: AlgeriaYearAppsGoals20082020097020101212011002012002013502014102201520201600201700201800201930Total413 (Algeriascore listed first,
Edit intent: clarity
Original:  score column indicates score after each Halliche goal ) # Date Venue Opponent Score Result Competition 1. 14 January 2010 11 de Novembro, Luanda, Angola 1–0 1–0 2010 Africa Cup of Nations 2. 22 June 2014 Beira-Rio, Porto Alegre, Brazil 2–0 4–2 2014 FIFA World Cup 3. 11 October 2014 Kamuzu Stadium, Blantyre, Malawi 1–0 2–0 2015 Africa Cup of Nations qualification
Revised:  score column indicates score after each Halliche goal . # Date Venue Opponent Score Result Competition 1. 14 January 2010 11 de Novembro, Luanda, Angola 1–0 1–0 2010 Africa Cup of Nations 2. 22 June 2014 Beira-Rio, Porto Alegre, Brazil 2–0 4–2 2014 FIFA World Cup 3. 11 October 2014 Kamuzu Stadium, Blantyre, Malawi 1–0 2–0 2015 Africa Cup of Nations qualification
Edit intent: fluency
Original:  score column indicates score after each Halliche goal ) # Date Venue Opponent Score Result Competition 1. 14 January 2010 11 de Novembro, Luanda, Angola 1–0 1–0 2010 Africa Cup of Nations 2. 22 June 2014 Beira-Rio, Porto Alegre, Brazil 2–0 4–2 2014 FIFA World Cup 3. 11 October 2014 Kamuzu Stadium, Blantyre, Malawi 1–0 2–0 2015 Africa Cup of Nations qualification
Revised:  score column indicates score after each Halliche goal ) # Date Venue Opponent Score Result Competition 1. 14 January 2010 11 de Novembro, Luanda, Angola 1–0 1–0 2010 Africa Cup of Nations2 22 June 2014 Beira-Rio, Porto Alegre, Brazil 2–0 4–2 2014 FIFA World Cup 3. 11 October 2014 Kamuzu Stadium, Blantyre, Malawi 1–0 2–0 2015 Africa Cup of Nations qualification
Edit intent: fluency
Original:  score column indicates score after each Halliche goal ) # Date Venue Opponent Score Result Competition 1. 14 January 2010 11 de Novembro, Luanda, Angola 1–0 1–0 2010 Africa Cup of Nations 2. 22 June 2014 Beira-Rio, Porto Alegre, Brazil 2–0 4–2 2014 FIFA World Cup 3. 11 October 2014 Kamuzu Stadium, Blantyre, Malawi 1–0 2–0 2015 Africa Cup of Nations qualification
Revised:  score column indicates score after each Halliche goal ) # Date Venue Opponent Score Result Competition 1. 14 January 2010 11 de Novembro, Luanda, Angola 1–0 1–0 2010 Africa Cup of Nations 2. 22 June 2014 Beira-Rio, Porto Alegre, Brazil 2–0 4–2 2014 FIFA World Cup3 11 October 2014 Kamuzu Stadium, Blantyre, Malawi 1–0 2–0 2015 Africa Cup of Nations qualification
Edit intent: fluency
Original: Kylene Beer' s 1996 study connected aliteracy with reading motivation in teens.
Revised: Kylene Beers' 1996 study connected aliteracy with reading motivation in teens.
Edit intent: fluency
Original:  These types of support group may run for a specified period of time, and an attendance fee is sometimes charged.
Revised:  These types of support groups may run for a specified period of time, and an attendance fee is sometimes charged.
Edit intent: fluency
Original:  (2) The success is a bonus, because a kW used will also give a kW heat. short description|Gathering of people discussing a shared burden In a support group, members provide each other with various types of help, usually nonprofessional and nonmaterial, for a particular shared, usually burdensome, characteristic.
Revised:  (2) The success is a bonus, because a kW used will also give a kW heat. In a support group, members provide each other with various types of help, usually nonprofessional and nonmaterial, for a particular shared, usually burdensome, characteristic.
Edit intent: coherence
Original: In   August 2016  Turei announced that he would retire as te Pihopa o Tairāwhiti by the year's end, and as Maori archbishop in March 2017.
Revised: In In August 2016 Turei announced that he would retire as te Pihopa o Tairāwhiti by the year's end, and as Maori archbishop in March 2017.
Edit intent: fluency
Original: In   August 2016  Turei announced that he would retire as te Pihopa o Tairāwhiti by the year's end, and as Maori archbishop in March 2017.
Revised: In August 2016 , Turei announced that he would retire as te Pihopa o Tairāwhiti by the year's end, and as Maori archbishop in March 2017.
Edit intent: fluency