wanyu/IteraTeR_v2 huggingface dataset:
Original: The European and Developing Countries Clinical Trials Partnership or EDCTP is a partnership between the European Union (EU), Norway, Switzerland and developing countries and other donors, as well as the pharmaceutical industry, to enable clinical trials and the development of new medicines and vaccines against HIV/AIDS, tuberculosis, and malaria.
Revised: The European and Developing Countries Clinical Trials Partnership (EDCTP) is a partnership between the European Union (EU), Norway, Switzerland and developing countries and other donors, as well as the pharmaceutical industry, to enable clinical trials and the development of new medicines and vaccines against HIV/AIDS, tuberculosis, and malaria.
Edit intent: clarity
Original:  The Programme was to be based on three central pillars: " ... the impact of existing interventions, the affordability of key pharmaceuticals and trade, and the research and development of specific global public goods."
Revised:  The Programme was to be based on three central pillars: " the impact of existing interventions, the affordability of key pharmaceuticals and trade, and the research and development of specific global public goods."
Edit intent: fluency
Original:  Funding frame|Proposed EDCTP expenditure for the first 5 years of the Programme (2003-2007)
Revised:  Funding frame|Proposed EDCTP expenditure for the first five years of the Programme (2003-2007)
Edit intent: fluency
Original: Raul-Victor Surdu-Soreanu (July 11, 1947 - April 7, 2011) was a Romanian politician who served as Romania 's first post-Communist Minister of Agriculture following the Romanian Revolutionof 1989.
Revised: Raul-Victor Surdu-Soreanu (July 11, 1947 - April 7, 2011) was a Romanian politician who served as the country 's first post-Communist Minister of Agriculture following the Romanian Revolutionof 1989.
Edit intent: clarity
Original: Raul-Victor Surdu-Soreanu (July 11, 1947 - April 7, 2011) was a Romanian politician who served as Romania 's first post-Communist Minister of Agriculture following the Romanian Revolutionof 1989.
Revised: Raul-Victor Surdu-Soreanu (July 11, 1947 - April 7, 2011) was a Romanian politician who served as Romania 's first post-Communist Minister of Agriculture following the 1989 Revolution.
Edit intent: fluency
Original:  He was a member of the Social Democratic Party (PSD). Surdu was born on July 11, 1947, in Iaşi , Romania.
Revised:  He was a member of the Social Democratic Party (PSD). Surdu was born in Iaşi , Romania.
Edit intent: coherence
Original:  He remained an elected politician, including a member of the Parliament of Romania , within the Social Democratic Party until his death in 2011 , with the exception of a brief period in the mid-1990s when he left office to become deputy manager of Lukoil of Romania.
Revised:  He remained an elected politician, including a member of the Parliament of Romania , within the Social Democratic Party until his death , with the exception of a brief period in the mid-1990s when he left office to become deputy manager of Lukoil of Romania.
Edit intent: clarity
Original:  Surdu died from pancreatic cancer in Bucharest , Romania, on April 7, 2011, at the age of 63.
Revised:  Surdu died from pancreatic cancer in Bucharest in 2011, at the age of 63.
Edit intent: clarity
Original:  He was survived by his wife, Romanian singer Angela Similea, and three children.
Revised:  He was survived by his wife, singer Angela Similea, and three children.
Edit intent: clarity
Original:  He remained an elected politician, including a member of the Chamber of Deputies , within the Social Democratic Party  until his death , with the exception of a brief period in the mid-1990s when he left office to become deputy manager of Lukoil of Romania.
Revised:  He was a member of the Chamber of Deputies , within the Social Democratic Party until his death , with the exception of a brief period in the mid-1990s when he left office to become deputy manager of Lukoil of Romania.
Edit intent: clarity
Original:  He remained an elected politician, including a member of the Chamber of Deputies , within the Social Democratic Party  until his death , with the exception of a brief period in the mid-1990s when he left office to become deputy manager of Lukoil of Romania.
Revised:  He remained an elected politician, including a member of the Chamber of Deputies , within the Social Democratic Party until his death , with the exception of a brief period in the mid-1990s , he left was deputy manager of Lukoil of Romania.
Edit intent: clarity
Original: The First Nations ( ) are groups of Eskimos , who are classified as distinct from the Inuit and Métis.
Revised: The First Nations ( ) are groups of Canadian indigenous peoples , who are classified as distinct from the Inuit and Métis.
Edit intent: clarity
Original:  The newly elected Prime Minister Justin Trudeau promised to solve the drinking water problem within five years, by investing $1.8 billion.
Revised:  Then newly elected Prime Minister Justin Trudeau promised to solve the drinking water problem within five years, by investing $1.8 billion.
Edit intent: fluency
Original:   Diabetes
Revised:  The health care services available to Aboriginal people is rarely delivered in a culturally sensitive approach. It is the constant cast of "the other" by the settler Canadian population that contaminates the delivery of such necessary services to Aboriginal peoples. It was argued by Ontario finance minister Jim Flaherty in 1992 that the Canadian government could boost health-care funding for "real people in real towns" by cutting the bureaucracy that serves only Aboriginal peoples. These types of statements, especially made by people often heard by a greater audience, are said to have detrimental and influential effects on the overall attitudes of settler population folks, as well as Aboriginal peoples. Diabetes
Edit intent: coherence
Original: Aftermath Two psychiatrists diagnosed Curry as a paranoid schizophrenic, reporting that Curry had an IQ of 70 and was in a severe "state of insanity".
Revised: Aftermath An psychiatrist diagnosed Curry as a paranoid schizophrenic, reporting that Curry had an IQ of 70 and was in a severe "state of insanity".
Edit intent: clarity
Original:  King wrote in his posthumously published autobiography that he was told that  the razor tip of the instrument had been touching my aorta and that my whole chest had to be opened to extract it.
Revised:  King wrote in his posthumously published autobiography that he was told that : the razor tip of the instrument had been touching my aorta and that my whole chest had to be opened to extract it.
Edit intent: fluency
Original: Shallow water marine environment refer to the area between the shore and the beginning of the reef wall .
Revised: Shallow water Shallow water marine environment refers to the area between the shore and the beginning of the reef wall .
Edit intent: fluency
Original:  This environment is host to many organisms that leave their trace in the form of ooids, trace fossils, bore holes and many other ways.
Revised:  This environment is 
Edit intent: clarity
Original:  Shallow water marine sediment is made up of smaller grain sizes, because these smaller grains have been washed out of higher energy areas                       .
Revised:  Shallow water marine sediment is made up of larger grain sizes, because these smaller grains have been washed out of higher energy areas .
Edit intent: clarity
Original:  Shallow water marine sediment is made up of smaller grain sizes, because these smaller grains have been washed out of higher energy areas                       .
Revised:  Shallow water marine sediment is made up of smaller grain sizes, because smaller grains have been washed out of higher energy areas .
Edit intent: clarity
Original: Organisms Echinoderms 600 Some organisms in this environment, specifically those in the intertidal zone, are sea stars, sea anemones, sponges, worms, clams, mussels, predatory crustaceans, barnacles and small fish.
Revised: Organisms Echinoderms Some organisms in this environment, specifically those in the intertidal zone, are sea stars, sea anemones, sponges, worms, clams, mussels, predatory crustaceans, barnacles and small fish.
Edit intent: coherence
Original:  Shallow water marine sediment is made up of larger grain sizes , because smaller grains have been washed out to deeper water.
Revised:  Shallow water marine sediment is made up of larger grain sizes because smaller grains have been washed out to deeper water.
Edit intent: fluency
Original:  Sedimentary Structures Various types of structures form in the shallow marine environments.
Revised:  Sedimentary Structures Various types of structures form in shallow marine environments.
Edit intent: fluency
Original:  These mechanisms include : Contraction caused by the clumping of settled clay sediment, contraction due to the deposition/compaction of a settling clay layer during faulting, compaction of smectitic clay because of lost interlayer water due to a change in salinity in surrounding water, compaction dewatering under sediment causing injection from below or collapsing from above, and tensional openings due to down-sloping of a surface mud layer.
Revised:  These mechanisms include Contraction caused by the clumping of settled clay sediment, contraction due to the deposition/compaction of a settling clay layer during faulting, compaction of smectitic clay because of lost interlayer water due to a change in salinity in surrounding water, compaction dewatering under sediment causing injection from below or collapsing from above, and tensional openings due to down-sloping of a surface mud layer.
Edit intent: fluency
Original:  Today, there are 3 major defining criteria used in defining shallow marine environments, these are : The faunal provinces, the faunal elements, and the degree of latitude.
Revised:  Today, there are 3 major defining criteria used in defining shallow marine environments, these are The faunal provinces, the faunal elements, and the degree of latitude.
Edit intent: fluency
Original: Desiccation cracks are cracks formed do to drying out of newly deposited mud;
Revised: Desiccation cracks are cracks formed due to drying out of newly deposited mud;
Edit intent: fluency
Original: Celia Gámez was discovered by businessman Salvador Videgain in Argentina actuing with Gloria Gúzman.
Revised: Celia Gámez was discovered by businessman Salvador Videgain in Argentina acting with Gloria Gúzman.
Edit intent: fluency
Original:  Videgain hers presented with Las Castigadoras in 1927 in theathre Romea the most popular in Madrid. who would give him the opportunity of starring Las lloronas 1928.
Revised:  Videgain hers presented with Las Castigadoras in 1927 in theatre Romea the most popular in Madrid. who would give him the opportunity of starring Las lloronas 1928.
Edit intent: fluency
Original:  the latter making the actress the vamp of Spanish theathre in the 1940s.
Revised:  the latter making the actress the vamp of Spanish theatre in the 1940s.
Edit intent: fluency
Original:  Filmography Gámez refused to work in Hollywood since she didn't speak English and she did not want to take small roles.
Revised:  Filmography Gámez refused to work in Hollywood since she did not speak English and she did not want to take small roles.
Edit intent: fluency
Original:  Filmography Gámez refused to work in Hollywood since she didn't speak English and she did not want to take small roles.
Revised:  Filmography Gámez refused to work in Hollywood since she didn't speak English and she did not want to perform small roles.
Edit intent: clarity
Original: Celia Gámez was discovered by businessman Salvador Videgain in Argentina acting with Gloria Gúzman . Videgain hers presented with Las Castigadoras in 1927 in theatre Romea the most popular in Madrid. who would give him the opportunity of starring Las lloronas 1928.
Revised: Celia Gámez was discovered by businessman Salvador Videgain in Argentina acting with Gloria Guzmán . Videgain hers presented with Las Castigadoras in 1927 in theatre Romea the most popular in Madrid. who would give him the opportunity of starring Las lloronas 1928.
Edit intent: clarity
Original:  The titles famous was gone La cenicienta del palace, Yola, Si fausto fuera faustina , Rumbo a pique, Fin de semana, Hoy como ayer, Gran revista, La estrella de Egipto, Dólares, Hechicera en palacio, El águila de fuego, Su excelencia la embajadora, La estrella trae cola 1960 and Mami llevame al colegio with Ángel de Andrés, 1964 version of  Leandras.
Revised:  The titles famous was gone La cenicienta del palace, Yola, Si Fausto fuera Faustina , Rumbo a pique, Fin de semana, Hoy como ayer, Gran revista, La estrella de Egipto, Dólares, Hechicera en palacio, El águila de fuego, Su excelencia la embajadora, La estrella trae cola 1960 and Mami llevame al colegio with Ángel de Andrés, 1964 version of Leandras.
Edit intent: fluency
Original:  The titles famous was gone La cenicienta del palace, Yola, Si fausto fuera faustina , Rumbo a pique, Fin de semana, Hoy como ayer, Gran revista, La estrella de Egipto, Dólares, Hechicera en palacio, El águila de fuego, Su excelencia la embajadora, La estrella trae cola 1960 and Mami llevame al colegio with Ángel de Andrés, 1964 version of  Leandras.
Revised:  The titles famous was gone La cenicienta del palace, Yola, Si fausto fuera faustina , Rumbo a pique, Fin de semana, Hoy como ayer, Gran revista, La estrella de Egipto, Dólares, La hechicera en palacio, El águila de fuego, Su excelencia la embajadora, La estrella trae cola 1960 and Mami llevame al colegio with Ángel de Andrés, 1964 version of Leandras.
Edit intent: fluency
Original:  The titles famous was gone La cenicienta del palace, Yola, Si fausto fuera faustina , Rumbo a pique, Fin de semana, Hoy como ayer, Gran revista, La estrella de Egipto, Dólares, Hechicera en palacio, El águila de fuego, Su excelencia la embajadora, La estrella trae cola 1960 and Mami llevame al colegio with Ángel de Andrés, 1964 version of  Leandras.
Revised:  The titles famous was gone La cenicienta del palace, Yola, Si fausto fuera faustina , Rumbo a pique, Fin de semana, Hoy como ayer, Gran revista, La estrella de Egipto, Dólares, Hechicera en palacio, El águila de fuego, Su Excelencia la embajadora, La estrella trae cola 1960 and Mami llevame al colegio with Ángel de Andrés, 1964 version of Leandras.
Edit intent: fluency
Original:  The titles famous was gone La cenicienta del palace, Yola, Si fausto fuera faustina , Rumbo a pique, Fin de semana, Hoy como ayer, Gran revista, La estrella de Egipto, Dólares, Hechicera en palacio, El águila de fuego, Su excelencia la embajadora, La estrella trae cola 1960 and Mami llevame al colegio with Ángel de Andrés, 1964 version of  Leandras.
Revised:  The titles famous was gone La cenicienta del palace, Yola, Si fausto fuera faustina , Rumbo a pique, Fin de semana, Hoy como ayer, Gran revista, La estrella de Egipto, Dólares, Hechicera en palacio, El águila de fuego, Su excelencia la embajadora, La estrella trae cola 1960 and Mami llévame al colegio with Ángel de Andrés, 1964 version of Leandras.
Edit intent: fluency
Original:  The titles famous was gone La cenicienta del palace, Yola, Si fausto fuera faustina , Rumbo a pique, Fin de semana, Hoy como ayer, Gran revista, La estrella de Egipto, Dólares, Hechicera en palacio, El águila de fuego, Su excelencia la embajadora, La estrella trae cola 1960 and Mami llevame al colegio with Ángel de Andrés, 1964 version of  Leandras.
Revised:  The titles famous was gone La cenicienta del palace, Yola, Si fausto fuera faustina , Rumbo a pique, Fin de semana, Hoy como ayer, Gran revista, La estrella de Egipto, Dólares, Hechicera en palacio, El águila de fuego, Su excelencia la embajadora, La estrella trae cola 1960 and Mami llevame al colegio with Ángel de Andrés, 1964 version of Las Leandras.
Edit intent: fluency
Original:  She starred in El sargento Lapida (1937), El diablo con faldas (1938), and Rapteme usted (1940), among other films.
Revised:  She starred in El sargento Lápida (1937), El diablo con faldas (1938), and Rapteme usted (1940), among other films.
Edit intent: fluency
Original:  She starred in El sargento Lapida (1937), El diablo con faldas (1938), and Rapteme usted (1940), among other films.
Revised:  She starred in El sargento Lapida (1937), El diablo con faldas (1938), and Rápteme usted (1940), among other films.
Edit intent: coherence
Original:  She worked in Spain in Las Leandras (1968) alternating with stars like Juanito Navarro, and others, where she sang the song " Por la calle de Alcalá " . In 1971 canciones de nuestra vida and in 1974 Mi hijo no.
Revised:  She worked in Spain in Las Leandras (1968) alternating with stars like Juanito Navarro, and others, where she sang the song Por la calle de Alcalá " . In 1971 canciones de nuestra vida and in 1974 Mi hijo no.
Edit intent: fluency
Original:  She worked in Spain in Las Leandras (1968) alternating with stars like Juanito Navarro, and others, where she sang the song " Por la calle de Alcalá " . In 1971 canciones de nuestra vida and in 1974 Mi hijo no.
Revised:  She worked in Spain in Las Leandras (1968) alternating with stars like Juanito Navarro, and others, where she sang the song " Por la calle de Alcalá . In 1971 canciones de nuestra vida and in 1974 Mi hijo no.
Edit intent: fluency
Original:  She worked in Spain in Las Leandras (1968) alternating with stars like Juanito Navarro, and others, where she sang the song " Por la calle de Alcalá " . In 1971 canciones de nuestra vida and in 1974 Mi hijo no.
Revised:  She worked in Spain in Las Leandras (1968) alternating with stars like Juanito Navarro, and others, where she sang the song " Por la calle de Alcalá " . In 1971 Canciones de nuestra vida and in 1974 Mi hijo no.
Edit intent: fluency
Original:  CDs Famous Songs Si vas a París papa El pichi ¡Viva Madrid!
Revised:  CDs Famous Songs Si vas a París papá El Pichi ¡Viva Madrid!
Edit intent: fluency
Original:  Mírame ' Horchatera valenciana Los nardos  La Lola Un millón El beso Estudiantina portuguesa ''
Revised:  Mírame Horchatera valenciana Los nardos La Lola Un millón El beso Estudiantina portuguesa ''
Edit intent: fluency
Original:  Mírame ' Horchatera valenciana Los nardos  La Lola Un millón El beso Estudiantina portuguesa ''
Revised:  Mírame ' Horchatera valenciana Los nardos La Lola Un millón El beso Estudiantina portuguesa 
Edit intent: fluency
Original: Pakistan The child custody is the major issue between the parents or their relatives especially after divorce.
Revised: Pakistan 
Edit intent: coherence
Original:  This is because children are not property and it is inappropriate to refer to children as being in the 'custody' of a party as it implies they are an item of property.
Edit intent: coherence
Original:  Split Custody Definition, Duhaime's Law Dictionary Alternating custody, an arrangement whereby the child lives for an extended period of time with one parent and an alternate amount of time with the other parent.
Revised:  Alternating custody, an arrangement whereby the child lives for an extended period of time with one parent and an alternate amount of time with the other parent.
Edit intent: coherence
Original: Mark Schnitzer is an associate professor jointly in the biological sciences and applied physics departments at Stanford University.
Revised: Mark Schnitzer is an associate professor jointly in the Biology and Applied Physics departments at Stanford University.
Edit intent: clarity
Original:  His current research focuses on techniques for imaging individual neurons in vivo, including using fluorescent imaging and highly parallel processing  Massively Parallel Brain Imaging.
Revised:  His current research focuses on techniques for imaging individual neurons in vivo, including using fluorescent imaging and highly parallel processing techniques. Massively Parallel Brain Imaging.
Edit intent: clarity
Original:  Oct 16, 2009. techniques.
Revised:  Oct 16, 2009. 
Edit intent: coherence
Original: Mark Schnitzer is an associate professor jointly in the Biology and Applied Physics departments at Stanford University .
Revised: Mark Schnitzer is a Professor jointly in the Biology and Applied Physics departments at Stanford University .
Edit intent: clarity
Original: Mark Schnitzer is a Professor jointly in the Biology and Applied Physics departments at Stanford University and an Investigator of the Howard of the Howard Hughes Medical URL and is a recipient of a Paul Allen grant.
Revised: Mark Schnitzer is a Professor jointly in the Biology and Applied Physics departments at Stanford University and an Investigator of the Howard of the Howard Hughes Medical Institute and is a recipient of a Paul Allen grant.
Edit intent: fluency
Original:  He arrived in South Africa in 1895 and settled in Pietermaritzburg. URL
Revised:  He arrived in South Africa in 1895 and settled in Pietermaritzburg. URL
Edit intent: fluency
Original:  He arrived in South Africa in 1895 and settled in Pietermaritzburg. URL
Revised:  He arrived in South Africa in 1895 and settled in Pietermaritzburg. 
Edit intent: coherence
Original: Amod Cassimjee was born an educated in Surat, India.
Revised: Amod Cassimjee was born and educated in Surat, India.
Edit intent: fluency
Original:  One of the most colorful personalities in the City and popularly known by a wide African custom as “Khandalemvu” .
Revised:  One of the most colourful personalities in the City and popularly known by a wide African custom as “Khandalemvu” .
Edit intent: fluency
Original:  One of the most colorful personalities in the City and popularly known by a wide African custom as “Khandalemvu” .
Revised:  One of the most colorful personalities in the City and popularly known by a wide African custom as "Khandalemvu" .
Edit intent: fluency
Original:  Personal and Community Leadership
Revised:  Personal and community leadership
Edit intent: fluency
Original: Longevity Estimation The Copernican Lifetime Equation The mediocrity principle can also be used to estimate the future longevity of presently observable objects  . Richard Gott extended the mediocrity principle to argue that if there is nothing special about observing an object in the present moment (Tnow), then one can expect the present moment to occur randomly between the start (Tstart) and the end (Tend) of the observed object's longevity.
Revised: Longevity Estimation Longevity Estimation Equations The mediocrity principle can also be used to estimate the future longevity of presently observable objects . Richard Gott extended the mediocrity principle to argue that if there is nothing special about observing an object in the present moment (Tnow), then one can expect the present moment to occur randomly between the start (Tstart) and the end (Tend) of the observed object's longevity.
Edit intent: clarity
Original:  Therefore, the lifespan of an observable object can be expected (with 50\% confidence) to lie in the interval 1/3 * Tstart < Tnow < 3 * Tend.
Revised:  Therefore, the longevity of an observable object can be expected (with 50\% confidence) to lie in the interval 1/3 * Tstart < Tnow < 3 * Tend.
Edit intent: fluency
Original:  Therefore, the lifespan of an observable object can be expected (with 50\% confidence) to lie in the interval 1/3 * Tstart < Tnow < 3 * Tend.
Revised:  Therefore, the lifespan of an observable object can be expected (with 50\% confidence) to lie in the 1/3 * Tstart < Tnow < 3 * Tend.
Edit intent: clarity
Original:  He derived this estimation technique after a 1969 visit to the Berlin Wall . He reasoned that there was nothing special about the timing of his observation, and in 1969, the wall had been standing for eight years.
Revised:  This estimation technique was derived after a 1969 visit to the Berlin Wall . He reasoned that there was nothing special about the timing of his observation, and in 1969, the wall had been standing for eight years.
Edit intent: clarity