wanyu/IteraTeR_v2 huggingface dataset:
Original: Astrogliosis (also known as astrocytosis or referred to as reactive astrocytosis) is an abnormal increase in the number of astrocytes due to the destruction of nearby neurons from CNS trauma, infection, ischemia, stroke, autoimmune responses , and neurodegenerative disease.
Revised: Astrogliosis (also known as astrocytosis or referred to as reactive astrocytosis) is an abnormal increase in the number of astrocytes due to the destruction of nearby neurons from central nervous system (CNS) trauma, infection, ischemia, stroke, autoimmune responses , and neurodegenerative disease.
Edit intent: clarity
Original: Astrogliosis (also known as astrocytosis or referred to as reactive astrocytosis) is an abnormal increase in the number of astrocytes due to the destruction of nearby neurons from CNS trauma, infection, ischemia, stroke, autoimmune responses , and neurodegenerative disease.
Revised: Astrogliosis (also known as astrocytosis or referred to as reactive astrocytosis) is an abnormal increase in the number of astrocytes due to the destruction of nearby neurons from CNS trauma, infection, ischemia, stroke, autoimmune responses or neurodegenerative disease.
Edit intent: fluency
Original:  In healthy neural tissue, astrocytes play critical roles in energy provision, regulation of blood flow, homeostasis of extracellular fluid, homeostasis of ions and transmitters, regulation of synapse function , and synaptic remodeling.
Revised:  In healthy neural tissue, astrocytes play critical roles in energy provision, regulation of blood flow, homeostasis of extracellular fluid, homeostasis of ions and transmitters, regulation of synapse function and synaptic remodeling.
Edit intent: fluency
Original:  Causes Reactive astrogliosis is a spectrum of changes in astrocytes that occur in response to all forms of central nervous system (CNS ) injury and disease.
Revised:  Causes Reactive astrogliosis is a spectrum of changes in astrocytes that occur in response to all forms of CNS injury and disease.
Edit intent: fluency
Original: Astrogliosis (also known as astrocytosis or referred to as reactive astrocytosis ) is an abnormal increase in the number of astrocytes due to the destruction of nearby neurons from central nervous system (CNS) trauma, infection, ischemia, stroke, autoimmune responses or neurodegenerative disease.
Revised: Astrogliosis (also known as astrocytosis or referred to as reactive astrogliosis ) is an abnormal increase in the number of astrocytes due to the destruction of nearby neurons from central nervous system (CNS) trauma, infection, ischemia, stroke, autoimmune responses or neurodegenerative disease.
Edit intent: fluency
Original:  He succeeded Mohammed Sharef and is remembered for his high taxation on the Kurmi market .
Revised:  He succeeded Mohammed Sharef and is remembered for his high taxation on the Kurmi Market .
Edit intent: fluency
Original: For the December 2004 declaration by twelve South American nations creating the South American Community of Nations, see Cuzco Declaration.
Edit intent: coherence
Original: The  Mediterranean and its transition zones to the deserts are characterized by impressive Roman and Byzantine ruins, which are subject of discussion  how these magnificent cities could be deserted.
Revised: The Mediterranean and its transition zones to the deserts are characterized by impressive Roman and Byzantine ruins, which are subject of discussion as to how these magnificent cities could be deserted.
Edit intent: clarity
Original: The  Mediterranean and its transition zones to the deserts are characterized by impressive Roman and Byzantine ruins, which are subject of discussion  how these magnificent cities could be deserted.
Revised: The Mediterranean and its transition zones to the deserts are characterized by impressive Roman and Byzantine ruins, which are subject of discussion how these magnificent cities came to be deserted.
Edit intent: clarity
Original:   A number of running research projects in Jordan found that the erosion of the main agricultural soil, the Terra Rossa, took place at the end of the last Ice Age and during the Younger Dryas.
Revised:  Research A number of running research projects in Jordan found that the erosion of the main agricultural soil, the Terra Rossa, took place at the end of the last Ice Age and during the Younger Dryas.
Edit intent: fluency
Original:   Man-induced erosion in northern Jordan.
Revised:  " Man-induced erosion in northern Jordan.
Edit intent: fluency
Original:   Studies in the History and Archaeology of Jordan 2, 291-296.
Revised:  " Studies in the History and Archaeology of Jordan 2, 291-296.
Edit intent: fluency
Original:  Cordova, C., Foley, C., Nowell, A., Bisson, M., 2005,  Landforms, sediments, soil development and prehistoric site settings in the Madaba-Dhiban Plateau, Jordan  , Geoarchaeology, Vol. 20 No. 1, 29-56. Dracup, J., 1987,  Climatic Change, Hydrology, and Water Management in Arid Lands  , in: Berkofsky, L., Wurtele, G. (Hg.), 1987, Progress in Desert Research, Totowa, 217-228.
Revised:  Cordova, C., Foley, C., Nowell, A., Bisson, M., 2005, " Landforms, sediments, soil development and prehistoric site settings in the Madaba-Dhiban Plateau, Jordan , Geoarchaeology, Vol. 20 No. 1, 29-56. Dracup, J., 1987, Climatic Change, Hydrology, and Water Management in Arid Lands , in: Berkofsky, L., Wurtele, G. (Hg.), 1987, Progress in Desert Research, Totowa, 217-228.
Edit intent: fluency
Original:  Cordova, C., Foley, C., Nowell, A., Bisson, M., 2005,  Landforms, sediments, soil development and prehistoric site settings in the Madaba-Dhiban Plateau, Jordan  , Geoarchaeology, Vol. 20 No. 1, 29-56. Dracup, J., 1987,  Climatic Change, Hydrology, and Water Management in Arid Lands  , in: Berkofsky, L., Wurtele, G. (Hg.), 1987, Progress in Desert Research, Totowa, 217-228.
Revised:  Cordova, C., Foley, C., Nowell, A., Bisson, M., 2005, Landforms, sediments, soil development and prehistoric site settings in the Madaba-Dhiban Plateau, Jordan " , Geoarchaeology, Vol. 20 No. 1, 29-56. Dracup, J., 1987, Climatic Change, Hydrology, and Water Management in Arid Lands , in: Berkofsky, L., Wurtele, G. (Hg.), 1987, Progress in Desert Research, Totowa, 217-228.
Edit intent: fluency
Original:  Cordova, C., Foley, C., Nowell, A., Bisson, M., 2005,  Landforms, sediments, soil development and prehistoric site settings in the Madaba-Dhiban Plateau, Jordan  , Geoarchaeology, Vol. 20 No. 1, 29-56. Dracup, J., 1987,  Climatic Change, Hydrology, and Water Management in Arid Lands  , in: Berkofsky, L., Wurtele, G. (Hg.), 1987, Progress in Desert Research, Totowa, 217-228.
Revised:  Cordova, C., Foley, C., Nowell, A., Bisson, M., 2005, Landforms, sediments, soil development and prehistoric site settings in the Madaba-Dhiban Plateau, Jordan , Geoarchaeology, Vol. 20 No. 1, 29-56. Dracup, J., 1987, " Climatic Change, Hydrology, and Water Management in Arid Lands , in: Berkofsky, L., Wurtele, G. (Hg.), 1987, Progress in Desert Research, Totowa, 217-228.
Edit intent: fluency
Original:  Cordova, C., Foley, C., Nowell, A., Bisson, M., 2005,  Landforms, sediments, soil development and prehistoric site settings in the Madaba-Dhiban Plateau, Jordan  , Geoarchaeology, Vol. 20 No. 1, 29-56. Dracup, J., 1987,  Climatic Change, Hydrology, and Water Management in Arid Lands  , in: Berkofsky, L., Wurtele, G. (Hg.), 1987, Progress in Desert Research, Totowa, 217-228.
Revised:  Cordova, C., Foley, C., Nowell, A., Bisson, M., 2005, Landforms, sediments, soil development and prehistoric site settings in the Madaba-Dhiban Plateau, Jordan , Geoarchaeology, Vol. 20 No. 1, 29-56. Dracup, J., 1987, Climatic Change, Hydrology, and Water Management in Arid Lands "" , in: Berkofsky, L., Wurtele, G. (Hg.), 1987, Progress in Desert Research, Totowa, 217-228.
Edit intent: fluency
Original:  Dregne, H., 1983,  Desertification of Arid Lands  , Advances in Desert and Arid Land Technology and Development, Vol. 3, London.
Revised:  Dregne, H., 1983, " Desertification of Arid Lands , Advances in Desert and Arid Land Technology and Development, Vol. 3, London.
Edit intent: fluency
Original:  Dregne, H., 1983,  Desertification of Arid Lands  , Advances in Desert and Arid Land Technology and Development, Vol. 3, London.
Revised:  Dregne, H., 1983, Desertification of Arid Lands " , Advances in Desert and Arid Land Technology and Development, Vol. 3, London.
Edit intent: fluency
Original:  Field, J., Banning, E, 1998,  Hillslope processes and archaeology in Wadi Ziqlab, Jordan  , Geoarchaeology, Vol. 13, No. 6, 595-616.
Revised:  Field, J., Banning, E, 1998, " Hillslope processes and archaeology in Wadi Ziqlab, Jordan , Geoarchaeology, Vol. 13, No. 6, 595-616.
Edit intent: fluency
Original:  Field, J., Banning, E, 1998,  Hillslope processes and archaeology in Wadi Ziqlab, Jordan  , Geoarchaeology, Vol. 13, No. 6, 595-616.
Revised:  Field, J., Banning, E, 1998, Hillslope processes and archaeology in Wadi Ziqlab, Jordan " , Geoarchaeology, Vol. 13, No. 6, 595-616.
Edit intent: fluency
Original:  Hazan, N., Stein, M., Agnon, A., Marco, S., Nadel, D., Negendank, J., Schwab, M., Neev, D., 2005,  The late Quaternary limnological history of Lake Kinneret (Sea of Galilee), Israel  , Quaternary Research 63, 60-77.
Revised:  Hazan, N., Stein, M., Agnon, A., Marco, S., Nadel, D., Negendank, J., Schwab, M., Neev, D., 2005, " The late Quaternary limnological history of Lake Kinneret (Sea of Galilee), Israel , Quaternary Research 63, 60-77.
Edit intent: fluency
Original:  Hazan, N., Stein, M., Agnon, A., Marco, S., Nadel, D., Negendank, J., Schwab, M., Neev, D., 2005,  The late Quaternary limnological history of Lake Kinneret (Sea of Galilee), Israel  , Quaternary Research 63, 60-77.
Revised:  Hazan, N., Stein, M., Agnon, A., Marco, S., Nadel, D., Negendank, J., Schwab, M., Neev, D., 2005, The late Quaternary limnological history of Lake Kinneret (Sea of Galilee), Israel " , Quaternary Research 63, 60-77.
Edit intent: fluency
Original:  Migowski, C., Stein, M., Prasad, S., Negendank, J., Agnon, A., 2006,  Holocene climate variability and cultural evolution in the Near East from the Dead Sea sedimentary record  , Quaternary Research 66 (3), 421-431.
Revised:  Migowski, C., Stein, M., Prasad, S., Negendank, J., Agnon, A., 2006, " Holocene climate variability and cultural evolution in the Near East from the Dead Sea sedimentary record , Quaternary Research 66 (3), 421-431.
Edit intent: fluency
Original:  Migowski, C., Stein, M., Prasad, S., Negendank, J., Agnon, A., 2006,  Holocene climate variability and cultural evolution in the Near East from the Dead Sea sedimentary record  , Quaternary Research 66 (3), 421-431.
Revised:  Migowski, C., Stein, M., Prasad, S., Negendank, J., Agnon, A., 2006, Holocene climate variability and cultural evolution in the Near East from the Dead Sea sedimentary record " , Quaternary Research 66 (3), 421-431.
Edit intent: fluency
Original:  Müller, J., Bolte, A., Beck, W., Anders, S., 1998,  Bodenvegetation und Wasserhaushalt von Kiefernforstökosystemenen (Pinus sylvestris L.)  , Verhandlungen der Gesellschaft für Ökologie 28, 407-414.
Revised:  Müller, J., Bolte, A., Beck, W., Anders, S., 1998, " Bodenvegetation und Wasserhaushalt von Kiefernforstökosystemenen (Pinus sylvestris L.) , Verhandlungen der Gesellschaft für Ökologie 28, 407-414.
Edit intent: fluency
Original:  Müller, J., Bolte, A., Beck, W., Anders, S., 1998,  Bodenvegetation und Wasserhaushalt von Kiefernforstökosystemenen (Pinus sylvestris L.)  , Verhandlungen der Gesellschaft für Ökologie 28, 407-414.
Revised:  Müller, J., Bolte, A., Beck, W., Anders, S., 1998, Bodenvegetation und Wasserhaushalt von Kiefernforstökosystemenen (Pinus sylvestris L.) " , Verhandlungen der Gesellschaft für Ökologie 28, 407-414.
Edit intent: fluency
Original:  It seems therefore that erosion of the today  intensively used soils was limited during historical periods, and not connected with desertification.
Revised:  It seems therefore that erosion of the today 's intensively used soils was limited during historical periods, and not connected with desertification.
Edit intent: fluency
Original:  P.E. Petrakis, P.C. Kostis (2013) “Economic Growth and Cultural Change”, Journal of Socio-Economics, Issue C, Vol. 47, pp. 147-157, DOI 10.1016/j.socec.2013.02.011.
Edit intent: coherence
Original:  The use of customer insight The importance of tailoring policy programmes around an ecological model of human behavior to account for how policy will interact with cultural capital and affect it over time  Knott et al. use examples from a range of policy areas to demonstrate how the culture change framework can be applied to policymaking.
Revised:  The use of customer insight The importance of tailoring policy programmes around an ecological model of human behavior to account for how policy will interact with cultural capital and affect it over time . Knott et al. use examples from a range of policy areas to demonstrate how the culture change framework can be applied to policymaking.
Edit intent: fluency
Original:  For example: To encourage educational aspiration they recommend more use of early years and parenting interventions, an improved childhood offer, and development of positive narratives on education as well as integrated advisory systems, financial assistance and targeted social marketing approaches.
Revised:  for example: To encourage educational aspiration they recommend more use of early years and parenting interventions, an improved childhood offer, and development of positive narratives on education as well as integrated advisory systems, financial assistance and targeted social marketing approaches.
Edit intent: fluency
Original: There is an extensive Wikipedia entry on this report here: Lancet surveys of casualties of the Iraq War Further reading Burnham G, Lafta R, Doocy S, Roberts L., Mortality after the 2003 invasion of Iraq: a cross-sectional cluster sample survey.
Revised: See also Lancet surveys of casualties of the Iraq War Further reading Burnham G, Lafta R, Doocy S, Roberts L., Mortality after the 2003 invasion of Iraq: a cross-sectional cluster sample survey.
Edit intent: clarity
Original:  < Hagopian A.
Revised:  Hagopian A.
Edit intent: fluency
Original:  Epub 2017 Jul 10. >
Revised:  Epub 2017 Jul 10. 
Edit intent: fluency
Original:  Med Confl Surviv. 2017 Jun;33(2): 92-100. doi: 10.1080/13623699.2017.1347848.
Revised:  Med Confl Surviv. 2017 Jun;33(2): 92–100. .
Edit intent: coherence
Original: Red Shoes was the son of Jean Baptiste Louis DeCourtel Marchand and his Muskogee wife Sepoy .
Revised: Red Shoes was the son of Jean Baptiste Louis DeCourtel Marchand and his Muskogee wife Sehoy .
Edit intent: fluency
Original:  His sister, also named Sepoy , was the mother of Alexander McGillivray.
Revised:  His sister, also named Sehoy , was the mother of Alexander McGillivray.
Edit intent: fluency
Original:  In proper Muskogean tradition, Red Shoes raised Alexander in a manner that westerners would see as if he was his own son.
Revised:  In proper Muskogean tradition, Red Shoes raised Alexander in as if he was his own son.
Edit intent: clarity
Original:  In proper Muskogean tradition, Red Shoes raised Alexander in a manner that westerners would see as if he was his own son.
Revised:  In proper Muskogean tradition, Red Shoes raised Alexander in a manner that westerners would see as if he were his own son.
Edit intent: fluency
Original:  However, since Red Shoes  own children were members of their mother's clan, Alexander was Red Shoes  heir.
Revised:  However, since Red Shoes 's own children were members of their mother's clan, Alexander was Red Shoes heir.
Edit intent: fluency
Original:  However, since Red Shoes  own children were members of their mother's clan, Alexander was Red Shoes  heir.
Revised:  However, since Red Shoes own children were members of their mother's clan, Alexander was Red Shoes 's heir.
Edit intent: fluency
Original: Red Shoes (born about URL was a Muskogean leader in the 18th Century .
Revised: Red Shoes (born about URL was a Muskogean leader in the 18th century .
Edit intent: fluency
Original:  NY: Clarion Books Horban , Tana. (1983).
Revised:  NY: Clarion Books Hoban , Tana. (1983).
Edit intent: fluency
Original:  NY: Greenwillow Horban , Tana. (1974).
Revised:  NY: Greenwillow Hoban , Tana. (1974).
Edit intent: fluency
Original:  According to the Ontario Government (2003), the acquisition of language is natural, but the process of learning to read is not - reading must be taught.
Revised:  According to the Ontario Government (2003), the acquisition of language is natural, but the process of learning to read is not — reading must be taught.
Edit intent: fluency
Original:  The Ontario Government (2003) also believes that reading is the foundation for success, and that those children who struggle with reading in grades 1-3 are at a disadvantage in terms of academic success, compared to those children who are not struggling.
Revised:  The Ontario Government (2003) also believes that reading is the foundation for success, and that those children who struggle with reading in grades 1–3 are at a disadvantage in terms of academic success, compared to those children who are not struggling.
Edit intent: fluency
Original:  He graduated from the University of Havana School of Law.
Revised: Education and Career He graduated from the University of Havana School of Law.
Edit intent: clarity
Original:  He was a Dashnak  and a close friend of  Kristapor Mikayelian and Simon Zavarian.
Revised:  He was a Dashnak and a close friend of leaders Kristapor Mikayelian and Simon Zavarian.
Edit intent: clarity
Original:  He was in command of the Karabagh defence during the 1905 Armenian-Tatar conflict.
Revised:  In the summer of 1905 Armenian-Tatar conflict.
Edit intent: clarity
Original:  He was also commander of the Araratian Armenian volunteer units during the Siege of Van which his three troops reached Van  on 19 May . See also Armenian Revolutionary Federation Democratic Republic of Armenia Christapor Mikaelian Simon Zavarian
Revised:  He was also commander of the Araratian Armenian volunteer units during the Siege of Van which his three troops reached Van on 19 May . See also Armenian Revolutionary Federation 
Edit intent: coherence
Original:  After the fight , Vartan received the honorary nickname "Vardan Khanassori" .
Revised:  Afterward , Vartan received the honorary nickname "Vardan Khanassori" .
Edit intent: clarity
Original:  After the fight , Vartan received the honorary nickname "Vardan Khanassori" .
Revised:  After the fight , Vartan received the honorary nickname Vardan Khanassori .
Edit intent: fluency
Original:  In the summer of 1905, after the start of the Armenian–Tatar massacres, Vartan was called to his native Karabakh to organize and command the self-defense of the region against the exactions of the Azerbaijanis (Tatars).
Revised:  In the summer of 1905, after the start of the Armenian–Tatar massacres, Vartan was called to his native Karabakh to organize and command the defense of the region against the exactions of the Azerbaijanis (Tatars).
Edit intent: clarity
Original:  Sharif Bey had fled, disguised in women's clothing, escaping ignored because Vartan ordered not to attack women and children.
Revised:  Sharif Bey had fled, disguised in women's clothing, escaped overlooked because Vartan ordered not to attack women and children.
Edit intent: clarity
Original: Often during nurse-ins, nursing mothers will sometimes wear clothing with the International Breastfeeding Symbol on it, to show their solidarity.
Revised: Often during nurse-ins, nursing mothers will wear clothing with the International Breastfeeding Symbol on it, to show their solidarity.
Edit intent: coherence
Original:  Many lactivists choose to breastfeed their child over bottle feeding .
Revised:  Many lactivists choose to breastfeed their children over bottle feeding .
Edit intent: fluency
Original:  The extra money saved from breastfeeding can be used for other useful items for the child.
Revised:  The extra money saved from breastfeeding can be spent on other useful items for the child.
Edit intent: clarity
Original:  Multiple health organizations recommend breastfeeding over bottle feeding as a better choice for babies, including the American Academy of Pediatrics (AAP), the American Medical Association (AMA), and the World Health Organization (WHO) (Breastfeeding Vs Bottle Feeding).
Revised:  Multiple health organizations recommend breast milk as the primary source of nutrition for babies, including the American Academy of Pediatrics (AAP), the American Medical Association (AMA), and the World Health Organization (WHO) (Breastfeeding Vs Bottle Feeding).
Edit intent: clarity
Original:  Multiple health organizations recommend breast milk as the primary source of nutrition for babies, including the American Academy of Pediatrics (AAP), the American Medical Association (AMA), and the World Health Organization (WHO) (Breastfeeding Vs Bottle Feeding).
Revised:  Multiple health organizations recommend breast milk as the primary source of nutrition for babies, including the American Academy of Pediatrics (AAP), the American Medical Association (AMA), and the World Health Organization (WHO) 
Edit intent: coherence
Original: Lactivism (a portmanteau of "lactation" and "activism") is the advocacy of breastfeeding.
Revised: Lactivism (a portmanteau of "lactation" and "activism") is the the doctrine or practice of vigorous action or involvement as a means of achieving a breastfeeding culture, sometimes by demonstrations, protests, etc.of breastfeeding.
Edit intent: clarity
Original: Lactivism (a portmanteau of "lactation" and "activism") is the the doctrine or practice of vigorous action or involvement as a means of achieving a breastfeeding culture, sometimes by demonstrations, protests, etc. of breastfeeding.
Revised: Lactivism (a portmanteau of "lactation" and "activism") is the doctrine or practice of vigorous action or involvement as a means of achieving a breastfeeding culture, sometimes by demonstrations, protests, etc. of breastfeeding.
Edit intent: fluency
Original:  One form that lactivism can take is the staging of a "nurse-in" (a play on "sit-in"), which involves women gathering in public to nurse their children, usually to protest incidents in which a nursing mother was asked to cover up or leave a location because she was nursing.
Revised:  One form that lactivism takes is the staging of a "nurse-in" (a play on "sit-in"), which involves women gathering in public to nurse their children, usually to protest incidents in which a nursing mother was asked to cover up or leave a location because she was nursing.
Edit intent: clarity
Original:  Often during nurse-ins, nursing mothers will wear clothing with the International Breastfeeding Symbol on it, to show their solidarity.
Revised:  During nurse-ins, nursing mothers will wear clothing with the International Breastfeeding Symbol on it, to show their solidarity.
Edit intent: clarity
Original:  Often during nurse-ins, nursing mothers will wear clothing with the International Breastfeeding Symbol on it, to show their solidarity.
Revised:  Often during nurse-ins, nursing mothers often wear clothing with the International Breastfeeding Symbol on it, to show their solidarity.
Edit intent: clarity
Original:  Multiple health organizations recommend breast milk as the primary source of nutrition for babies, including the American Academy of Pediatrics (AAP) , the American Medical Association (AMA) , and the World Health Organization (WHO)
Revised:  Multiple health organizations recommend breast milk as the primary source of nutrition for babies, including the American Academy of Pediatrics , the American Medical Association (AMA) , and the World Health Organization (WHO)
Edit intent: clarity
Original:  Multiple health organizations recommend breast milk as the primary source of nutrition for babies, including the American Academy of Pediatrics (AAP) , the American Medical Association (AMA) , and the World Health Organization (WHO)
Revised:  Multiple health organizations recommend breast milk as the primary source of nutrition for babies, including the American Academy of Pediatrics (AAP) , the American Medical Association , and the World Health Organization (WHO)
Edit intent: clarity