wanyu/IteraTeR_v2 huggingface dataset:
Original:  Ancient by the time Hima herdsman grazed their cattle on the Bwera, the herdsman named the site "Ntusi" meaning, "the mounds", after the prominent earthworks.
Revised:  Long abandoned by the time Hima herdsman grazed their cattle on the Bwera, the herdsman named the site "Ntusi" meaning, "the mounds", after the prominent earthworks.
Edit intent: clarity
Original: Bacwezi The Bacwezi , are recognized to be historical characters, heroes, and spirits.
Revised: Bachwezi The Bachwezi , are recognized to be historical characters, heroes, and spirits.
Edit intent: fluency
Original:  Ntusi is associated with oral traditions of the Bacwezi , thus then linked with the construct of the Bacwezi Empire.
Revised:  Ntusi is associated with oral traditions of the Bachwezi , thus then linked with the construct of the Bacwezi Empire.
Edit intent: fluency
Original:  Ntusi is associated with oral traditions of the Bacwezi , thus then linked with the construct of the Bacwezi Empire.
Revised:  Ntusi is associated with oral traditions of the Bacwezi , thus then linked with the construct of the Chwezi Empire.
Edit intent: fluency
Original:  The depressions of Bwogero are known as 'Wamara's bath' - an exceptionally powerful chwezi spirit who is sometimes represented as a king.
Revised:  The depressions of Bwogero are known as 'Wamara's bath' - an exceptionally powerful Chwezi spirit who is sometimes represented as a king.
Edit intent: fluency
Original:  And the Kumyks, in turn, preserve the memory of their hero Akhmed-khan Mekhtulinsky , who made one of the most dominant roles in the defeat of the troops in Andalal.
Revised:  And the Kumyks, in turn, preserve the memory of their hero Akhmed-khan Mekhtuly , who made one of the most dominant roles in the defeat of the troops in Andalal.
Edit intent: clarity
Original:  Nurse midwifes provide care of women across the lifespan, including  pregnancy and the postpartum period, and well woman care and birth control.
Revised:  Nurse midwives provide care of women across the lifespan, including pregnancy and the postpartum period, and well woman care and birth control.
Edit intent: fluency
Original:  Nurse midwifes provide care of women across the lifespan, including  pregnancy and the postpartum period, and well woman care and birth control.
Revised:  Nurse midwifes provide care of women across the lifespan, including during pregnancy and the postpartum period, and well woman care and birth control.
Edit intent: clarity
Original:  Practice Nurse midwives can function as primary healthcare providers for women and most often provide medical care for relatively healthy women, whose health and births are considered uncomplicated and not " high risk, " as well as their neonates.
Revised:  Practice Nurse midwives can function as primary healthcare providers for women and most often provide medical care for relatively healthy women, whose health and births are considered uncomplicated rather than high risk, " as well as their neonates.
Edit intent: fluency
Original:  Practice Nurse midwives can function as primary healthcare providers for women and most often provide medical care for relatively healthy women, whose health and births are considered uncomplicated and not " high risk, " as well as their neonates.
Revised:  Practice Nurse midwives can function as primary healthcare providers for women and most often provide medical care for relatively healthy women, whose health and births are considered uncomplicated and not " high risk, as well as their neonates.
Edit intent: fluency
Original:  The nurse midwife may work closely or in collaboration with an obstetrician & gynecologist, who provides consultation and /or assistance to patients who develop complications or have complex medical histories or disease(s).
Revised:  The nurse midwife may work closely or in collaboration with an obstetrician & gynecologist, who provides consultation and assistance to patients who develop complications or have complex medical histories or disease(s).
Edit intent: fluency
Original:  School for Poetic Computation (SFPC) is a hybrid of a school, residency and research group that was founded in 2013 in New York.
Revised: The School for Poetic Computation (SFPC) is a hybrid of a school, residency and research group that was founded in 2013 in New York.
Edit intent: fluency
Original:  A small group of students and faculty work closely to explore the intersections of code, design , hardware and theory—focusing especially on artistic intervention.
Revised:  A small group of students and faculty work closely to explore the intersections of code, art , hardware and theory—focusing especially on artistic intervention.
Edit intent: clarity
Original:   Chinese inventors Category:Members of the 12th Politburo of the Communist Party of China Category:Political office-holders in Beijing Category:Political office-holders in Shanghai Category:Political office-holders in Tianjin Category:Trade union leaders Category:People of the Cultural Revolution Category:Engineers from Shanghai Category:Members of the 11th Politburo of the Communist Party of China Category:Vice Chairpersons of the National People's Congre
Revised:  20th-century Chinese inventors Category:Members of the 12th Politburo of the Communist Party of China Category:Political office-holders in Beijing Category:Political office-holders in Shanghai Category:Political office-holders in Tianjin Category:Trade union leaders Category:People of the Cultural Revolution Category:Engineers from Shanghai Category:Members of the 11th Politburo of the Communist Party of China Category:Vice Chairpersons of the National People's Congre
Edit intent: clarity
Original:  There were a total of 11 human remains found at the sites of Karkarichikat Nord  and Karkarichinkat Sud  . Based on radiocarbon dates, Karkarichikat Nord (KN05) was occupied from 2620 to 2200 cal. years BCFinucane, B. , Manning, K. , & Touré, M. (2008).
Revised:  There were a total of 11 human remains found at the sites of Karkarichikat Nord (KN05) and Karkarichinkat Sud . Based on radiocarbon dates, Karkarichikat Nord (KN05) was occupied from 2620 to 2200 cal. years BCFinucane, B. , Manning, K. , & Touré, M. (2008).
Edit intent: fluency
Original:   Most modifications would be a result from trauma or due to a specific task causing wearand tear such as biting tree bark.
Revised:  Most modifications would be a result from trauma or due to a specific task-related wear, such as chewing on tree bark.
Edit intent: clarity
Original:  The filed teeth that were found came from women, which shows that these modifications were possibly sex-specific within their culture.
Revised:  The filed teeth came from women, which shows that these modifications were possibly sex-specific within their culture.
Edit intent: clarity
Original: Overview The term "clinical research" refers to the entire bibliography of a drug/ device /biologic, in fact any test article from its inception in the lab to its introduction to the consumer market and beyond.
Revised: Overview The term "clinical research" refers to the entire bibliography of a drug/ devce /biologic, in fact any test article from its inception in the lab to its introduction to the consumer market and beyond.
Edit intent: fluency
Original:  Phase IV are 'post-approval' studies.
Revised:  Phase IV is 'post-approval' studies.
Edit intent: fluency
Original:  Phase II includes  larger number of individual participants ranging 100-300, and phase III includes Approximately 1000-3000 participants to collect more data about the drug.
Revised:  Phase II includes a larger number of individual participants ranging 100-300, and phase III includes Approximately 1000-3000 participants to collect more data about the drug.
Edit intent: fluency
Original: Overview The term "clinical research" refers to the entire bibliography of a drug/ devce /biologic, in fact any test article from its inception in the lab to its introduction to the consumer market and beyond.
Revised: Overview The term "clinical research" refers to the entire bibliography of a drug/ device /biologic, in fact any test article from its inception in the lab to its introduction to the consumer market and beyond.
Edit intent: fluency
Original: Imported Chinese stone and Porcelain wares These vessels are interesting because there are no other pieces of contemporary Chinese wares found in east Africa.
Revised: Imported Chinese stone and porcelain wares These vessels are interesting because there are no other pieces of contemporary Chinese wares found in east Africa.
Edit intent: fluency
Original:  Storage Jars The storage jars fall into 5 categories.
Revised:  Storage jars The storage jars fall into 5 categories.
Edit intent: fluency
Original: Chittick, 1984, p.88 Local Pottery The entirety of pottery made in Africa south of the Sahara was unglazed and made without the use of a wheel.
Revised: Chittick, 1984, p.88 Local pottery The entirety of pottery made in Africa south of the Sahara was unglazed and made without the use of a wheel.
Edit intent: fluency
Original: Chittick, 1984, p.108 Early Kitchen wares The first type of Early Kitchen wares is divided into 9 categories and all of them are bag shaped vessels with tall rims that curve outward and an “s” shaped neck.
Revised: Chittick, 1984, p.108 Early kitchen wares The first type of Early Kitchen wares is divided into 9 categories and all of them are bag shaped vessels with tall rims that curve outward and an “s” shaped neck.
Edit intent: fluency
Original:  Hatched Sgraffiato is mostly floral designs with the background around the designs often comprised of incised lines, Simple Sgraffiato is decorated in plain incised curvilinear lines, and finally, Champlevé Sgraffiato has parts of the slip removed so as to expose the red body of the vessels.
Revised:  Hatched Sgraffiato is mostly floral designs with the background around the designs often composed of incised lines, Simple Sgraffiato is decorated in plain incised curvilinear lines, and finally, Champlevé Sgraffiato has parts of the slip removed so as to expose the red body of the vessels.
Edit intent: fluency
Original: Chittick, 1984, p.81 Pottery of Indian origin Pottery of this origin is comprised almost entirely of water pots.
Revised: Chittick, 1984, p.81 Pottery of Indian origin Pottery of this origin consists almost entirely of water pots.
Edit intent: clarity
Original:  According to Roberto Mirabal, former minister of the Popular Power for Ecological Mining Development, the Orinoco Mining Arc has tons of reserves of Gold, Copper, Diamond, Coltan, Iron, Cerium, Lanthanum, Neodymium, Thorium and other minerals , it has a potential of about 2 trillion dollars, which would make it the second biggest gold reserve in the world.
Revised:  According to Roberto Mirabal, former minister of the Popular Power for Ecological Mining Development, the Orinoco Mining Arc has tons of reserves of gold, copper, diamond, coltan, iron, cerium, lanthanum, neodymium, thorium and other minerals , it has a potential of about 2 trillion dollars, which would make it the second biggest gold reserve in the world.
Edit intent: fluency
Original:  According to Roberto Mirabal, former minister of the Popular Power for Ecological Mining Development, the Orinoco Mining Arc has tons of reserves of Gold, Copper, Diamond, Coltan, Iron, Cerium, Lanthanum, Neodymium, Thorium and other minerals , it has a potential of about 2 trillion dollars, which would make it the second biggest gold reserve in the world.
Revised:  According to Roberto Mirabal, former minister of the Popular Power for Ecological Mining Development, the Orinoco Mining Arc has tons of reserves of Gold, Copper, Diamond, Coltan, Iron, Cerium, Lanthanum, Neodymium, Thorium and other minerals and it has a potential of about 2 trillion dollars, which would make it the second biggest gold reserve in the world.
Edit intent: coherence
Original:  Actor-politicians Category:
Revised:  Venezuelan actor-politicians Category:
Edit intent: clarity
Original:  In the “Sheyene Institute founder´s letter”, Gerardi stressed the importance of the role of entertainment with a long-standing interest in social issues such as technological literacy and the space revolution, as well as settlement work to uplift misrepresented people to Spurring Participation in Aerospace Competitiveness and Entrepreneurship (S.P.A.C.E), a movement intended to promote citizen participation in, and broadened ownership of, space URL
Revised:  In the “Sheyene Institute founder´s letter”, Gerardi stressed the importance of the role of entertainment with a long-standing interest in social issues such as technological literacy and the space revolution, as well as settlement work to uplift misrepresented people to Spurring Participation in Aerospace Competitiveness and Entrepreneurship (S.P.A.C.E), a movement intended to promote citizen participation in, and broadened ownership of, space industry.
Edit intent: clarity
Original:  She is the Lead of Robotics Outreach at NASA (CLASS) . Gerardi is the founder of the Sheyene Institute and the Sheyene Gerardi Network (SGN), and operates two philanthropic organizations through the Sheyene Gerardi Foundation.
Revised:  She is the Lead of Robotics Outreach at NASA (CLASS) . Gerardi is the founder of the Sheyene Institute , she operates two philanthropic organizations through the Sheyene Gerardi Foundation.
Edit intent: coherence
Original:  Sheyene’s lands are in the Orinoco Mining Arc, in the same area of the Cristinas and the Brisas mine, which, according to a business valuation, the last one may be worth more than $ 1.2 billion.
Revised:  Sheyene’s lands are in the Orinoco Mining Arc, in the same area of the Cristinas and the Brisas mine, which, according to a business valuation, the property may be worth more than $ 1.2 billion.
Edit intent: clarity
Original:  Sheyene’s lands are in the Orinoco Mining Arc, in the same area of the Cristinas and the Brisas mine, which, according to a business valuation, the last one may be worth more than $ 1.2 billion.
Revised:  Sheyene’s lands are in the Orinoco Mining Arc, in the same area of the Cristinas and the Brisas mine, which, according to a business valuation, the last one may be worth more than $ 1 URL
Edit intent: clarity
Original:  Sheyene Gerardi Technologies is a wholly owned subsidiary of the Sheyene Gerardi Family Office with additional offices in Shanghai, China and Barcelona, Spain  Sheyene is member of the American Political Science Association (APSA), member of the International Political Science Association (IPSA ) and to the committee on professional ethics, rights, and freedoms.
Revised:  Sheyene Gerardi Technologies is a wholly owned subsidiary of the Sheyene Gerardi Family Office with additional offices in Shanghai, China and Barcelona, Spain . Sheyene is member of the American Political Science Association (APSA), member of the International Political Science Association (IPSA ) and to the committee on professional ethics, rights, and freedoms.
Edit intent: fluency
Original:  Sheyene Gerardi Technologies is a wholly owned subsidiary of the Sheyene Gerardi Family Office with additional offices in Shanghai, China and Barcelona, Spain  Sheyene is member of the American Political Science Association (APSA), member of the International Political Science Association (IPSA ) and to the committee on professional ethics, rights, and freedoms.
Revised:  Sheyene Gerardi Technologies is a wholly owned subsidiary of the Sheyene Gerardi Family Office with additional offices in Shanghai, China and Barcelona, Spain Sheyene is member of the American Political Science Association (APSA), member of the International Political Science Association (IPSA and to the committee on professional ethics, rights, and freedoms.
Edit intent: fluency
Original:  and member of the Women’s International League for Peace and URL Sheyene grew up an avid fan of racing, her father was a racecar driver in Venezuela;
Revised:  and member of the Women’s International League for Peace and URL Sheyene grew up an avid fan of racing, her father was a race-car driver in Venezuela;
Edit intent: fluency
Original:  Her role infusing scientific progress into robotics outreach includes to develop a series of robotics competitions for universities and to develop robotics for constructing landing pads on the Moon. . Human rights and Peace activism In 2020, Gerardi joined the American Society of International Law and became involved with the Women’s International League for Peace and Freedom  .
Revised:  Her role infusing scientific progress into robotics outreach includes to develop a series of robotics competitions for universities and to develop robotics for constructing landing pads on the Moon. Human rights and Peace activism In 2020, Gerardi joined the American Society of International Law and became involved with the Women’s International League for Peace and Freedom .
Edit intent: fluency
Original:  Sheyene has been a featured speaker at several international business and technology forums, including the World Economic Forum and the World Government Summit and the Nobel Prize Summit.
Revised:  Sheyene has been a featured speaker at several international business and technology forums, including the World Economic Forum , the World Government Summit and the Nobel Prize Summit.
Edit intent: fluency
Original: Sheyene Gerardi (Born April 13) is an Italo-Venezuelan former actress, producer, Media proprietorand Miner .
Revised: Sheyene Gerardi (Born April 13) is an Italo-Venezuelan former actress, producer, media proprietor, and mining executive .
Edit intent: clarity
Original:  which, according to a business valuation, the property may be worth more than $1 URL According to Roberto Mirabal, former minister of the Popular Power for Ecological Mining Development, the Orinoco Mining Arc has tons of reserves of gold, copper, diamond, coltan, iron, cerium, lanthanum, neodymium, thorium and other minerals and it has a potential of about 2 trillion dollars, which would make it the second biggest gold reserve in the world.
Revised:  which, according to a business valuation, the property may be worth more than $1 billion. According to Roberto Mirabal, former minister of the Popular Power for Ecological Mining Development, the Orinoco Mining Arc has tons of reserves of gold, copper, diamond, coltan, iron, cerium, lanthanum, neodymium, thorium and other minerals and it has a potential of about 2 trillion dollars, which would make it the second biggest gold reserve in the world.
Edit intent: fluency
Original:  For example, if functional traits were compared between grassland species in observed diversity and dark diversity, it become evident, that dark diversity species have in general poorer dispersal abilities.
Revised:  For example, if functional traits were compared between grassland species in observed diversity and dark diversity, it becomes evident, that dark diversity species have in general poorer dispersal abilities.
Edit intent: fluency
Original:  Because all sampling will also miss some species actually present at a site, we also have the related idea of 'phantom species' -- those species present at a site but not detected within the sampling units used to sample the community at that site.
Revised:  Because all sampling will also miss some species actually present at a site, we also have the related idea of 'phantom species' – those species present at a site but not detected within the sampling units used to sample the community at that site.
Edit intent: fluency
Original:  </ref> The existence of these phantom species means that routine measures of colonization and extinction at a site will always overestimate true rates because of "pseudo-turnover."
Revised:  The existence of these phantom species means that routine measures of colonization and extinction at a site will always overestimate true rates because of "pseudo-turnover."
Edit intent: coherence
Original: Widower are a 5 piece, unsigned, 'old school' hardcore band from Melbourne, Australia.
Edit intent: coherence
Original:  The band started out writing in November of 2010 and over the space of 6 months completed their line up and began performing.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Widower recorded their EP At Peace With War in April of 2011, and have since begun writing new material.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Widower Facebook Pa
Revised:  REDIRECT wid
Edit intent: clarity
Original: File:Eternal flame falls 7252.jpg|Eternal Flame Falls in New York has an eternal flame inside a small grotto behind the falls]] A grotto (Italian grotta and French grotte) is a natural or artificial cave used by humans in both modern times and antiquity, and historically or prehistorically.
Revised: File:Eternal flame falls 7252.jpg|Eternal Flame Falls in New York has an eternal flame inside a small grotto behind the falls]] A grotto is a natural or artificial cave used by humans in both modern times and antiquity, and historically or prehistorically.
Edit intent: coherence
Original: Many Roman Catholics visit a grotto where Bernadette Soubirous claimed she saw apparitions of Our Lady of Lourdes.
Revised: Many Roman Catholics visit a grotto where Bernadette Soubirous saw apparitions of Our Lady of Lourdes.
Edit intent: clarity
Original:  Pope's Grotto, created by Alexander Pope, is almost all that survives of one of the very first landscape gardens in England, at Twickenham.
Revised:  Pope's Grotto, created by Alexander Pope, is almost all that survives of one of the first landscape gardens in England, at Twickenham.
Edit intent: clarity
Original:  It is also related by a historical accident to the word grotesque.
Revised:  It is also related by an historical accident to the word grotesque.
Edit intent: fluency
Original:  for example there are 40 grotti in Maggia, and no less in Moghegno, and about 70 in Cevio behind Case Franzoni.
Revised:  for example there are 40 grotti in Maggia, and no fewer in Moghegno, and about 70 in Cevio behind Case Franzoni.
Edit intent: clarity
Original:  Often a grotto had a second floor with another one or 2 rooms for the fermenting cask and tools of the vintage.
Revised:  Often a grotto had a second floor with another one or two rooms for the fermenting cask and tools of the vintage.
Edit intent: fluency
Original:  Often a grotto had a second floor with another one or 2 rooms for the fermenting cask and tools of the vintage.
Revised:  Often a grotto had a second floor with another one or 2 rooms for the fermentation cask and tools of the vintage.
Edit intent: fluency
Original: Marfeel launch MarfeelPress WordPress Plugin For WordPress Users.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Check Out WordPress Demo History Marfeel was established in 2011 in Barcelona by Xavi Beumala, and Juan Margenat;
Revised: %DIFDELCMD < %DIFDELCMD < %%% History Marfeel was established in 2011 in Barcelona by Xavi Beumala, and Juan Margenat;
Edit intent: coherence
Original:  On May 2020, The Drum awarded Marfeel as the Best Overall Technology for Programmatic Trading, thanks to their work with publisher partner Euronews.
Revised:  In May 2020, The Drum awarded Marfeel as the Best Overall Technology for Programmatic Trading, thanks to their work with publisher partner Euronews.
Edit intent: fluency
Original:  Technology such as LeroyMarfeel gives publishers who aren’t tech-savvy the tools to change the website look & feel, add analytics providers, modify ad positions and providers, and deliver push notifications.
Revised:  Technology such as LeroyMarfeel gives publishers who are not tech-savvy the tools to change the website look & feel, add analytics providers, modify ad positions and providers, and deliver push notifications.
Edit intent: fluency
Original:  In February 2016, Marfeel has become an official collaborator on Google's Accelerated Mobile Pages (AMP) Project, simplifying the new solution's publisher implementation process and allowing deep linking into publisher's own mobile properties, directly from search engine results.
Revised:  In 
Edit intent: coherence