wanyu/IteraTeR_v2 huggingface dataset:
Original:  gently changing the shape and improving your URL PiXL is a high-fluence corneal collagen cross-linking administered in a customizable pattern and intensity in order to steepen or flatten the cornea through corneal URL The specific application of UV-A for each patient takes into account the refractive error and corneal URL The major components of the therapy are riboflavin injection and UV-A irradiation,
Revised:  gently changing the shape and improving your URL PiXL is a high-fluence corneal collagen cross-linking administered in a customizable pattern and intensity in order to steepen or flatten the cornea through corneal URL The specific application of UV-A for each patient takes into account the refractive error and corneal topography. The major components of the therapy are riboflavin injection and UV-A irradiation,
Edit intent: clarity
Original:  and the procedure is followed by a course of topical antibiotics and URL PiXL is appropriate for patients with low myopia or hyperopia as a second line to conventional refractive surgeries (i.e. LASIK, PRK, intraocular lens implant), and for patients who require correction of residual refractive error or refractive regression after conventional refractive URL
Revised:  and the procedure is followed by a course of topical antibiotics and URL PiXL is appropriate for patients with low myopia or hyperopia as a second line to conventional refractive surgeries (i.e. LASIK, PRK, intraocular lens implant), and for patients who require correction of residual refractive error or refractive regression after conventional refractive surgeries.
Edit intent: fluency
Original: It is performed by applying riboflavin (vitamin B2) eye drops to the cornea and illuminating with UVA light, which cross-links the collagen fibers within the cornea, making it stronger, gently changing the shape and improving your vision.
Revised: It is performed by applying riboflavin (vitamin B2) eye drops to the cornea and illuminating with UVA light, which cross-links the collagen fibers within the cornea, making it stronger, changing the shape and improving your vision.
Edit intent: coherence
Original: It is performed by applying riboflavin (vitamin B2) eye drops to the cornea and illuminating with UVA light, which cross-links the collagen fibers within the cornea, making it stronger, gently changing the shape and improving your vision.
Revised: It is performed by applying riboflavin (vitamin B2) eye drops to the cornea and illuminating with UVA light, which cross-links the collagen fibers within the cornea, making it stronger, gently changing the shape and improving patient's vision.
Edit intent: clarity
Original: It is performed by applying riboflavin (vitamin B2) eye drops to the cornea and illuminating  with UVA light, which cross-links the collagen fibers within the cornea, making it stronger, changing the shape and improving patient's vision.
Revised: It is performed by applying riboflavin (vitamin B2) eye drops to the cornea and illuminating it with UVA light, which cross-links the collagen fibers within the cornea, making it stronger, changing the shape and improving patient's vision.
Edit intent: fluency
Original:  PiXL is appropriate for patients with low myopia or hyperopia (mild nearsightedness or farsightedness) as a second line to conventional refractive surgeries (i.e. SMILE, LASIK, PRK, intraocular lens implant ), and for patients who require correction of residual refractive error or refractive regression after conventional refractive surgeries.
Revised:  PiXL is appropriate for patients with low myopia or hyperopia (mild nearsightedness or farsightedness) as a second line to conventional refractive surgeries (i.e. SMILE, LASIK, PRK, intraocular lens ), and for patients who require correction of residual refractive error or refractive regression after conventional refractive surgeries.
Edit intent: clarity
Original: PiXL is a high-fluence corneal collagen cross-linking administered in a customizable pattern and intensity in order to steepen or flatten the cornea through corneal strengthening.
Revised: PiXL is a high-fluence corneal collagen cross-linking administered in a customizable pattern and intensity in order to flatten or steepen the cornea through corneal strengthening.
Edit intent: fluency
Original:  The specific application of UV-A for each patient takes into account the refractive error and corneal topography.
Revised:  The specific application of UVA for each patient takes into account the refractive error and corneal topography.
Edit intent: clarity
Original:  The major components of the therapy are riboflavin injection and UV-A irradiation, and the procedure is followed by a course of topical antibiotics and corticosteroids.
Revised:  The major components of the therapy are riboflavin injection and UVA irradiation, and the procedure is followed by a course of topical antibiotics and corticosteroids.
Edit intent: fluency
Original:  He established the Opening the Archives Project at Brown University that has digitalized, indexed and made available to the public on an open-access website over 40,000 U.S. government documents about Brazil produced at the height of the Cold War during the Brazilian military dictatorship (1964-85). 
Revised:  He established the Opening the Archives Project at Brown University that has digitalized, indexed and made available to the public on an open-access website over 40,000 U.S. government documents about Brazil produced at the height of the Cold War during the Brazilian military dictatorship (1964-85). <ref></>
Edit intent: coherence
Original:  He established the Opening the Archives Project at Brown University that has digitalized, indexed and made available to the public on an open-access website over 40,000 U.S. government documents about Brazil produced at the height of the Cold War during the Brazilian military dictatorship (1964-85). <ref></>
Revised:  He established the Opening the Archives Project at Brown University that has digitalized, indexed and made available to the public on an open-access website over 40,000 U.S. government documents about Brazil produced at the height of the Cold War during the Brazilian military dictatorship (1964-85). 
Edit intent: coherence
Original: Beeline reader is a software system which adds color to online text to facilitate reading transitions from one line to the next.
Revised: BeeLine Reader is a software system which adds color to online text to facilitate reading transitions from one line to the next.
Edit intent: fluency
Original:   The company's website lets readers compare their speed with and without the Beeline colors.
Revised:  The company's website lets readers compare their speed with and without the BeeLine colors.
Edit intent: fluency
Original:  The system has  awards from Stanford University and The Tech Museum of Innovation, and has been reviewed for educators.
Revised:  The system has won awards from Stanford University and The Tech Museum of Innovation, and has been reviewed for educators.
Edit intent: clarity
Original:  The system has  awards from Stanford University and The Tech Museum of Innovation, and has been reviewed for educators.
Revised:  The system has awards from Stanford University and The Tech Museum of Innovation, and has been reviewed by educators.
Edit intent: clarity
Original:  42 (in press).
Revised:  42.
Edit intent: clarity
Original: Paraheliotropism refers to the phenomenon in which plants orient their leaves parallel to incoming rays of light, usuually as a means of minimizing excess light absorption.
Revised: Paraheliotropism refers to the phenomenon in which plants orient their leaves parallel to incoming rays of light, usually as a means of minimizing excess light absorption.
Edit intent: clarity
Original:  Not all plants exhibit this behavior, but it has developed in multiple lineages (e.g., both Samanea saman and Phasoleus vulgaris exhibit paraheliotropic movement).
Revised:  Not all plants exhibit this behavior, but it has developed in multiple lineages (e.g., both Samanea saman and Phaseolus vulgaris exhibit paraheliotropic movement).
Edit intent: fluency
Original:  Physiological Basis While all mechanistic aspects of this behavior have yet to be elucidated (e.g., evidence indicates differential gene expression is involved, but the specifics have yet to be determined), many of the physiological aspects of paraheliotropic movement, at least in Phasoleus vulgaris (the common bean), are well understood.
Revised:  Physiological Basis While all mechanistic aspects of this behavior have yet to be elucidated (e.g., evidence indicates differential gene expression is involved, but the specifics have yet to be determined), many of the physiological aspects of paraheliotropic movement, at least in Phaseolus vulgaris (the common bean), are well understood.
Edit intent: fluency
Original:  Potassium and chloride have been shown to be the major osmolytes involved in the process, and plasma membrane-located proton pumps and ion transporters have been shown to play a critical role in creating osmotic potential (Suh, moshelion) .
Revised:  Potassium and chloride have been shown to be the major osmolytes involved in the process, and plasma membrane-located proton pumps and ion transporters have been shown to play a critical role in creating osmotic potential .
Edit intent: coherence
Original:  42. Paraheliotropism as an Adaptive Behavior Plants require light to perform photosynthesis, but receiving too much light can be just as damaging for a plant as receiving not enough light.
Revised:  42. As an adaptive behavior Plants require light to perform photosynthesis, but receiving too much light can be just as damaging for a plant as receiving not enough light.
Edit intent: coherence
Original:  Sodium metasilicate is also the most important synthetic sodium silicate, the primary component of waterglass    .
Revised:  Sodium metasilicate is also the most important synthetic sodium silicate, the primary component of waterglass . .
Edit intent: fluency
Original:  or any chain or cyclic polymers thereof,  [–-]n  ] . The salts of silicic acid are called metasilicates, and are stable, containing the polymeric metasilicate anion .
Revised:  or any chain or cyclic polymers thereof, [–-]n –-] . The salts of silicic acid are called metasilicates, and are stable, containing the polymeric metasilicate anion .
Edit intent: clarity
Original:  or any chain or cyclic polymers thereof,  [–-]n  ] . The salts of silicic acid are called metasilicates, and are stable, containing the polymeric metasilicate anion .
Revised:  or any chain or cyclic polymers thereof, [–-]n ] . The salts of silicic acid are called metasilicates, and are stable, containing polymeric metasilicate anionn .
Edit intent: fluency
Original: The salts of silicic acid are called metasilicates, and are stable, containing polymeric metasilicate anionn .
Revised: The salts of silicic acid are called metasilicates, and are stable, containing polymeric metasilicate anion .
Edit intent: fluency
Original: Metasilicic acid is the  chemical compound with formula , or ;
Revised: Metasilicic acid is the name given to the hypothetical chemical compound with formula , or ;
Edit intent: clarity
Original:  or any chain or cyclic polymers thereof, namely –-%DIFDELCMD < ]%%% n or HO –-%DIFDELCMD < ]%%% nH. Metasilicic acid is one of the most common silicic acids.
Revised:  or any chain or cyclic polymers thereof, namely %DIFDELCMD < ]%%% n or HO –-%DIFDELCMD < ]%%% nH. Metasilicic acid is one of the most common silicic acids.
Edit intent: fluency
Original:  or any chain or cyclic polymers thereof, namely –-%DIFDELCMD < ]%%% n or HO –-%DIFDELCMD < ]%%% nH. Metasilicic acid is one of the most common silicic acids.
Revised:  or any chain or cyclic polymers thereof, namely –-%DIFDELCMD < ]%%% –-%DIFDELCMD < ]%%% nH. Metasilicic acid is one of the most common silicic acids.
Edit intent: coherence
Original:  or any chain or cyclic polymers thereof, namely –-%DIFDELCMD < ]%%% n or HO –-%DIFDELCMD < ]%%% nH. Metasilicic acid is one of the most common silicic acids.
Revised:  or any chain or cyclic polymers thereof, namely –-%DIFDELCMD < ]%%% n or HO %DIFDELCMD < ]%%% nH. Metasilicic acid is one of the most common silicic acids.
Edit intent: fluency
Original:  or any chain or cyclic polymers thereof, namely –-%DIFDELCMD < ]%%% n or HO –-%DIFDELCMD < ]%%% nH. Metasilicic acid is one of the most common silicic acids.
Revised:  or any chain or cyclic polymers thereof, namely –-%DIFDELCMD < ]%%% n or HO –-%DIFDELCMD < ]%%% Metasilicic acid is one of the most common silicic acids.
Edit intent: coherence
Original:  The monomeric compound is believed to be too unstable for detection, but its polymeric form may be present in dilute solutions of sodium silicate .
Revised:  The monomeric compound is believed to be too unstable for detection, but its polymeric form may be present in dilute solutions of sodium silicate 
Edit intent: fluency
Original:  It has never been be isolated.
Revised:  It has never been isolated.
Edit intent: fluency
Original:  The agreement, negotiated in Arusha, Tanzania under the mediation of the Tanzanian president Julius Nyrere , were signed on 28 August 2000.
Revised:  The agreement, negotiated in Arusha, Tanzania under the mediation of former Tanzanian president Julius Nyrere , were signed on 28 August 2000.
Edit intent: clarity
Original:  The agreement, negotiated in Arusha, Tanzania under the mediation of the Tanzanian president Julius Nyrere , were signed on 28 August 2000.
Revised:  The agreement, negotiated in Arusha, Tanzania under the mediation of the Tanzanian president Julius Nyerere , were signed on 28 August 2000.
Edit intent: fluency
Original:  The agreement, negotiated in Arusha, Tanzania under the mediation of former Tanzanian president Julius Nyerere, were signed on 28 August 2000.
Revised:  The agreement, negotiated in Arusha, Tanzania under the mediation of former Tanzanian president Julius Nyerere, was signed on 28 August 2000.
Edit intent: fluency
Original: 2012John P. SmolCanadaDevelopment of a mentoring program to assist undergraduates and graduate students2013Warwick F. VincentCanada Development of a database for improving networking between disciplines for scientists working in the Canadian Arctic.2014Stanley I. Dodson2015Marianne Moore2016Kenneth H. Dunton2017Caroline M. SolomonUnited StatesDevelopment of programs to enhance participation of deaf and hearing-impaired students in STEM fields,
Revised: 2012John P. SmolCanadaDevelopment of a mentoring program to assist undergraduates and graduate students.2013Warwick F. VincentCanada Development of a database for improving networking between disciplines for scientists working in the Canadian Arctic.2014Stanley I. Dodson2015Marianne Moore2016Kenneth H. Dunton2017Caroline M. SolomonUnited StatesDevelopment of programs to enhance participation of deaf and hearing-impaired students in STEM fields,
Edit intent: fluency
Original:  : Category:Science and technology awards : Category:Awards established in 2008 : Category:2008 establishments in the United States : Category:Oceanography : Category:Limnolo
Revised:  Category:Science and technology awards : Category:Awards established in 2008 : Category:2008 establishments in the United States : Category:Oceanography : Category:Limnolo
Edit intent: fluency
Original:  : Category:Science and technology awards : Category:Awards established in 2008 : Category:2008 establishments in the United States : Category:Oceanography : Category:Limnolo
Revised:  : Category:Science and technology awards Category:Awards established in 2008 : Category:2008 establishments in the United States : Category:Oceanography : Category:Limnolo
Edit intent: coherence
Original:  : Category:Science and technology awards : Category:Awards established in 2008 : Category:2008 establishments in the United States : Category:Oceanography : Category:Limnolo
Revised:  : Category:Science and technology awards : Category:Awards established in 2008 Category:2008 establishments in the United States : Category:Oceanography : Category:Limnolo
Edit intent: fluency
Original:  : Category:Science and technology awards : Category:Awards established in 2008 : Category:2008 establishments in the United States : Category:Oceanography : Category:Limnolo
Revised:  : Category:Science and technology awards : Category:Awards established in 2008 : Category:2008 establishments in the United States Category:Oceanography : Category:Limnolo
Edit intent: fluency
Original:  : Category:Science and technology awards : Category:Awards established in 2008 : Category:2008 establishments in the United States : Category:Oceanography : Category:Limnolo
Revised:  : Category:Science and technology awards : Category:Awards established in 2008 : Category:2008 establishments in the United States : Category:Oceanography Category:Limnolo
Edit intent: coherence
Original:  and internships to link students with environmental organizations to further understanding between policy administration and research.2015Marianne V. MooreUnited StatesDevelopment of a program between Wellesley College and Irkutsk State University to  academic expertise and allow students to conduct research and participate in a cultural exchange at Lake Baikal in Siberia.
Revised:  and internships to link students with environmental organizations to further understanding between policy administration and research.2015Marianne V. MooreUnited StatesDevelopment of a program between Wellesley College and Irkutsk State University to expand academic expertise and allow students to conduct research and participate in a cultural exchange at Lake Baikal in Siberia.
Edit intent: clarity
Original: Year Academic Country innovation2009Benjamin CukerUnited StatesDevelopment of programs to bring diversity into aquatic sciences and encourage minority students at both the undergraduate and graduate level.2010C.
Revised: Year Academic Country2009Benjamin CukerDevelopment of programs to bring diversity into aquatic sciences and encourage minority students at both the undergraduate and graduate level.2010C.
Edit intent: coherence
Original:  and for making environmental and aquatic data understandable to non-specialists2019David FieldsFor his enthusiastic leadership and effusive commitment to developing transformative,
Revised:  and for making environmental and aquatic data understandable to non-specialists"2019David Fields"For his enthusiastic leadership and effusive commitment to developing transformative,
Edit intent: fluency
Original:  and for creating opportunities for authentic science experiences for high school and college students from all backgrounds2020Stephanie HamptonFor her outstanding contributions in the training and mentoring of young scientists with an emphasis on collaboration,
Revised:  and for creating opportunities for authentic science experiences for high school and college students from all backgrounds"2020Stephanie Hampton"For her outstanding contributions in the training and mentoring of young scientists with an emphasis on collaboration,
Edit intent: fluency
Original:  bringing hands-on, real world outreach into local communities, and training science teachers and the next generation of marine scientists and ecologists"2017Caroline M. Solomon " "For her extraordinary accomplishments in bringing the deaf and hearing worlds in science together, coupled with her exceptional skill as a mentor, educator, and leader to inspire us all"2018Cynthia Hagley"
Revised:  bringing hands-on, real world outreach into local communities, and training science teachers and the next generation of marine scientists and ecologists"2017Caroline M. Solomon "For her extraordinary accomplishments in bringing the deaf and hearing worlds in science together, coupled with her exceptional skill as a mentor, educator, and leader to inspire us all"2018Cynthia Hagley"
Edit intent: fluency
Original: Cutaway views of some terrestrial planets, showing the layers .
Revised: Cutaway views of some terrestrial planets, showing the layers 
Edit intent: fluency
Original:  Intensive variables and volatiles Gypsum crystals formed as the water evaporated in Lake Lucero, New Mexico .
Revised:  Intensive variables and volatiles Gypsum crystals formed as the water evaporated in Lake Lucero, New Mexico 
Edit intent: fluency
Original:  Cumulative no. of species Prenebular "Ur-minerals" >4.6 12 Era of planetary accretion (>4.55 Ga) 1. Sun ignites, heating nebula >4.56 60 2. Planetesimals form >4.56–4.55 250 Era of crust and mantle reworking (4.55–2.5 Ga) 3. Igneous rock evolution 4.55–4.0 350– 420The 420 is for "phases that might have played a significant role in Hadean geochemical processes";
Revised:  Cumulative no. of species Prenebular "Ur-minerals" >4.6 12 Era of planetary accretion (>4.55 Ga) 1. Sun ignites, heating nebula >4.56 60 2. Planetesimals form >4.56–4.55 250 Era of crust and mantle reworking (4.55–2.5 Ga) 3. Igneous rock evolution 4.55–4.0 350– 420 is for "phases that might have played a significant role in Hadean geochemical processes";
Edit intent: fluency
Original:  Phanerozoic era of biomineralization <0.542 >5413 In April 2017, the Natural History Museum in Vienna opened a new permanent exhibit on mineral evolution. 
Revised:  Phanerozoic era of biomineralization <0.542 >5413 In April 2017, the Natural History Museum in Vienna opened a new permanent exhibit on mineral evolution. Notes
Edit intent: coherence
Original:  The main bond between the Soninke was considered their kinship, and they were lead , at the time of the beginning of the conflict, by Suling Jatta, the King of Kombo.
Revised:  The main bond between the Soninke was considered their kinship, and they were led , at the time of the beginning of the conflict, by Suling Jatta, the King of Kombo.
Edit intent: fluency
Original:  This included an armed party from the HMS Teazer , 463 soldiers of the 1st, 2nd, and 3rd West India Regiments, 35 pensioners, and 105 men of the Gambia Militia.
Revised:  This included an armed party from , 463 soldiers of the 1st, 2nd, and 3rd West India Regiments, 35 pensioners, and 105 men of the Gambia Militia.
Edit intent: clarity
Original:  This was supported by a field battery consisting of 2 six-pounder field guns and 2 howitzers.
Revised:  This was supported by a field battery consisting of two six-pounder field guns and 2 howitzers.
Edit intent: fluency
Original:  This was supported by a field battery consisting of 2 six-pounder field guns and 2 howitzers.
Revised:  This was supported by a field battery consisting of 2 six-pounder field guns and two howitzers.
Edit intent: fluency
Original:  On 30 May 1853, O'Connor's force marched from Bathurst to Jeshwang, eight miles away.
Revised:  On 30 May 1853, O'Connor's force marched from Bathurst to Jeshwang, away.
Edit intent: clarity
Original:  The force quickly made it under the stockade, which stood 18 feet high, having no ladders for scaling it.
Revised:  The force quickly made it under the stockade, which stood high, having no ladders for scaling it.
Edit intent: clarity
Original:  Captain De Grigny of the Gambia Militia was killed, while the French lost a Sergeant . Entreprenant left on 8 August, exchanging a 21-gun-salute with the HMS Myrmidon that had just arrived.
Revised:  Captain De Grigny of the Gambia Militia was killed, while the French lost a sergeant . Entreprenant left on 8 August, exchanging a 21-gun-salute with the HMS Myrmidon that had just arrived.
Edit intent: fluency
Original:  Captain De Grigny of the Gambia Militia was killed, while the French lost a Sergeant . Entreprenant left on 8 August, exchanging a 21-gun-salute with the HMS Myrmidon that had just arrived.
Revised:  Captain De Grigny of the Gambia Militia was killed, while the French lost a Sergeant . Entreprenant left on 8 August, exchanging a 21-gun-salute with that had just arrived.
Edit intent: clarity