wanyu/IteraTeR_v2 huggingface dataset:
Original:  Complications A frequent concern regarding EMB has been its safety.
Revised: An experienced pathologist trained in biopsy analysis and interpretation also reflects EMB’s reliability. Variability between pathologists has been observed. Complications A frequent concern regarding EMB has been its safety.
Edit intent: coherence
Original:  Confirmation of correct positioning of the bioptome is subsequently made by fluoroscopy before the biopsy specimen is taken and in the case of transplants, usually three  samples are taken.
Revised:  Guidance and confirmation of correct positioning of the bioptome is subsequently made by fluoroscopy before the biopsy specimen is taken and in the case of transplants, usually three samples are taken.
Edit intent: clarity
Original:  Confirmation of correct positioning of the bioptome is subsequently made by fluoroscopy before the biopsy specimen is taken and in the case of transplants, usually three  samples are taken.
Revised:  Confirmation of correct positioning of the bioptome is made by echocardiography or fluoroscopy before the biopsy specimen is taken and in the case of transplants, usually three samples are taken.
Edit intent: clarity
Original:  After the dissolution of the Soviet Union and Ukrainian independence the monastery was reopened to the public Galler
Revised:  After the dissolution of the Soviet Union and Ukrainian independence the monastery was reopened to the Galler
Edit intent: clarity
Original:  After the dissolution of the Soviet Union and Ukrainian independence the monastery was reopened to the public Galler
Revised:  After the dissolution of the Soviet Union and Ukrainian independence the monastery was reopened to the public publi
Edit intent: clarity
Original: 150px|Bell tower in Uspensky Cave Monastery Uspensky Cave Monastery The Assumption Monastery of the Caves is located in Crimea, Ukraine, near Bakhchysarai.
Revised: 150px|Bell tower in Uspensky Cave Monastery Uspensky Cave Monastery The Assumption Monastery of the Caves is located in Crimea, near Bakhchysarai.
Edit intent: coherence
Original: 150px|Bell tower in Uspensky Cave Monastery Uspensky Cave Monastery The Assumption Monastery of the Caves is located in Crimea, near Bakhchysarai.
Revised:  The Assumption Monastery of the Caves is located in Crimea, near Bakhchysarai.
Edit intent: coherence
Original:  Single neurons fire selectively based on  auditory parameters of a stimulus 
Revised:  Single neurons fire selectively based on the auditory parameters of a stimulus 
Edit intent: fluency
Original:  In the gymnotiform fish, the torus semicircularis was observed to exhibit laminar organization.
Revised:  In the Gymnotiform fish, the torus semicircularis was observed to exhibit laminar organization.
Edit intent: fluency
Original:  Functionally, this can allow members of a species to distinguish whether another organism is of the same or a different species.
Revised:  Functionally, this can allow members of a species to distinguish whether an organism is of the same or a different species.
Edit intent: clarity
Original:  In the tungara frog, which produces a species-specific mating call, scientists studied responses in the laminar nucleus of the torus semicircularis to various parts of the call.
Revised:  In the Tungara frog, which produces a species-specific mating call, scientists studied responses in the laminar nucleus of the torus semicircularis to various parts of the call.
Edit intent: fluency
Original: The torus semicircularis is a region of the midbrain that contribute to auditory perception, studied most often in fish and amphibians.
Revised: The torus semicircularis is a region of the vertebrate midbrain that contributes to auditory perception, studied most often in fish and amphibians.
Edit intent: clarity
Original:  Functionally, this can allow members of a species to distinguish whether an organism is of the same  or a different species.
Revised:  Functionally, this can allow members of a species to distinguish whether a call is of the same or a different species.
Edit intent: clarity
Original:  From an evolutionary standpoint, research has been conducted in turtles to connect the distribution of calcium-binding proteins in the torus semicircularis among birds and mammals to a common reptile predecessor  
Revised:  From an evolutionary standpoint, research has been conducted in turtles to connect the distribution of calcium-binding proteins in the torus semicircularis among birds and mammals to a common reptile predecessor . 
Edit intent: fluency
Original:  From an evolutionary standpoint, research has been conducted in turtles to connect the distribution of calcium-binding proteins in the torus semicircularis among birds and mammals to a common reptile predecessor  
Revised:  From an evolutionary standpoint, research has been conducted in turtles to connect the distribution of calcium-binding proteins in the torus semicircularis among birds and mammals to a common reptile predecessor Referenc
Edit intent: clarity
Original: Other considerations In 201 , Esther Muchemi was the recipient of the 2017 Global Inspirational Women Leadership Award, awarded by the Centre for Economic and Leadership Development.
Revised: Other considerations In 2017 , Esther Muchemi was the recipient of the 2017 Global Inspirational Women Leadership Award, awarded by the Centre for Economic and Leadership Development.
Edit intent: clarity
Original: Racial transformation is the process by which a demographic region (e. g. , a country, neighborhood, or a school) changes in racial composition   .
Revised: Racial transformation is the process by which someone changes their appearance with respect to race, either from their current race to another race or to a new category. These changes are currently done through a variety of methods including surgery or chemical treatments. .
Edit intent: clarity
Original: Critical response Elon Musk (pictured in 2018) guest starred as himself.
Revised: Critical response upElon Musk (pictured in 2018) guest starred as himself.
Edit intent: fluency
Original:  It has been used by the NHL since 1991.
Revised:  The pegs have been used by the NHL since 1991.
Edit intent: clarity
Original:  History Fred Marsh (1934-2016) was a Canadian who worked at hockey arenas in western Canada, as a Zamboni driver maintaining ice . Marsh invented the pegs in the 1980s, aiming to design a product that was  flexible enough to absorb shock when a player hit the net, but strong enough to keep the net in place.
Revised:  History Fred Marsh (1934-2016) was a Canadian who worked as a Zamboni driver at various hockey arenas throughout western Canada . Marsh invented the pegs in the 1980s, aiming to design a product that was flexible enough to absorb shock when a player hit the net, but strong enough to keep the net in place.
Edit intent: clarity
Original:  History Fred Marsh (1934-2016) was a Canadian who worked at hockey arenas in western Canada, as a Zamboni driver maintaining ice . Marsh invented the pegs in the 1980s, aiming to design a product that was  flexible enough to absorb shock when a player hit the net, but strong enough to keep the net in place.
Revised:  History Fred Marsh (1934-2016) was a Canadian who worked at hockey arenas in western Canada, as a Zamboni driver maintaining ice . Marsh invented the pegs in the 1980s, aiming to design a product that was both flexible enough to absorb shock when a player hit the net, but strong enough to keep the net in place.
Edit intent: clarity
Original:  History Fred Marsh (1934-2016) was a Canadian who worked at hockey arenas in western Canada, as a Zamboni driver maintaining ice . Marsh invented the pegs in the 1980s, aiming to design a product that was  flexible enough to absorb shock when a player hit the net, but strong enough to keep the net in place.
Revised:  History Fred Marsh (1934-2016) was a Canadian who worked at hockey arenas in western Canada, as a Zamboni driver maintaining ice . Marsh invented the pegs in the 1980s, aiming to design a product that was flexible enough to absorb shock when a player hit the net, yet strong enough to keep the net in place.
Edit intent: fluency
Original:  They have been used in the Winter Olympics since the 1998 Winter Olympics and have been used in World Cup games.
Revised:  They have been used in the Winter Olympics since the 1998 and also in World Cup games.
Edit intent: clarity
Original:  Recognition In 2000, Marsh won the Ernest C. Manning Innovation Award for his invention , and was mentioned on  Hockey Night in Canada by Don Cherry after his passing in 2016.
Revised:  Recognition In 2000, Marsh won the Ernest C. Manning Innovation Award for his invention , and was mentioned on the television show Hockey Night in Canada by Don Cherry after his passing in 2016.
Edit intent: clarity
Original:  Recognition In 2000, Marsh won the Ernest C. Manning Innovation Award for his invention , and was mentioned on  Hockey Night in Canada by Don Cherry after his passing in 2016.
Revised:  Recognition In 2000, Marsh won the Ernest C. Manning Innovation Award for his invention , and was mentioned on Hockey Night in Canada by Don Cherry .
Edit intent: coherence
Original:  Some players claimed that the net came off the moorings too easily , but Marsh insisted that "the net reacted the way it should ",and the overhead replay showed that the goalpost had been dislodged prior to Stamkos' leg colliding with the net.
Revised:  Some players claimed that the net came off the moorings too easily . Marsh disagreed, insisting that "the net reacted the way it should ",and the overhead replay showed that the goalpost had been dislodged prior to Stamkos' leg colliding with the net.
Edit intent: clarity
Original:  Some players claimed that the net came off the moorings too easily , but Marsh insisted that "the net reacted the way it should ",and the overhead replay showed that the goalpost had been dislodged prior to Stamkos' leg colliding with the net.
Revised:  Some players claimed that the net came off the moorings too easily , but Marsh insisted that "the net reacted the way it should ," and that the overhead replay showed that the goalpost had been dislodged prior to Stamkos' leg colliding with the net.
Edit intent: fluency
Original:  They have been used in the Winter Olympics since the 1998 and also in World Cup games.
Revised:  They have been used in the Winter Olympics from the 1998 and also in World Cup games.
Edit intent: clarity
Original:  They have been used in the Winter Olympics from the 1998 and also in World Cup games.
Revised:  They have been used in the Winter Olympics since the 1998 and also in World Cup games.
Edit intent: fluency
Original:  The pegs were first used in Moose Jaw and Saskatoon, in Saskatchewan, Canada, as well as Kitmat, in British Colombia before spreading throughout the WHL.
Revised:  The pegs were first used in Moose Jaw and Saskatoon, in Saskatchewan, Canada, as well as Kitmat, in British Colombia before spreading throughout the WHL.
Edit intent: fluency
Original:  The pegs were first used in Moose Jaw and Saskatoon, in Saskatchewan, Canada, as well as Kitmat , in British Colombia before spreading throughout the WHL.
Revised:  The pegs were first used in Moose Jaw and Saskatoon, in Saskatchewan, Canada, as well as Kitimat , in British Colombia before spreading throughout the WHL.
Edit intent: fluency
Original: Kansas City NPR member station KCUR fact-checked the claims that Yoder and Davids made in separate interviews on their station, and gave Yoder an "F" . Yoder said that immigrants were making false asylum claims, and would increase crime.
Revised: Kansas City NPR member station KCUR fact-checked the claims that Yoder and Davids made in separate interviews on their station, and gave Yoder an "F" Yoder said that immigrants were making false asylum claims, and would increase crime.
Edit intent: fluency
Original:  KCUR said that Davids' claim that teachers aren't paid enough, and can no longer take tax deductions for buying their own school supplies, was "partly true and partly false," since the tax deduction was reinstated.
Revised:  KCUR said that Davids' claim that teachers aren't paid enough, and can no longer take tax deductions for buying their own school supplies, was "partly true and partly false," since the tax deduction had been reinstated.
Edit intent: fluency
Original:  She faced the Republican nominee, Cerner Corporation executive and former Kansas Republican Party chairwoman Amanda Adkins, in the general election.
Revised:  Davids faced the Republican nominee, Cerner Corporation executive and former Kansas Republican Party chairwoman Amanda Adkins, in the general election.
Edit intent: clarity
Original:  Davids received a strong endorsement from the District's largest newspaper, the Kansas City Star , which wrote: "Davids' pragmatic style and focus on bipartisanship are a much better match for the 3rd District, which includes Johnson and Wyandotte counties, and that she was "the Star's choice in this hard-fought race, and voters should re-elect the first-term incumbent."
Revised:  Davids was endorsed by the Kansas City Star , which wrote: "Davids' pragmatic style and focus on bipartisanship are a much better match for the 3rd District, which includes Johnson and Wyandotte counties, and that she was "the Star's choice in this hard-fought race, and voters should re-elect the first-term incumbent."
Edit intent: clarity
Original: Kansas City NPR member station KCUR fact-checked the claims that Yoder and Davids made in separate interviews on their station, and gave Yoder an "F"  Yoder said that immigrants were making false asylum claims, and would increase crime.
Revised: Kansas City NPR member station KCUR fact-checked the claims that Yoder and Davids made in separate interviews on their station, and gave Yoder an "F" . Yoder said that immigrants were making false asylum claims, and would increase crime.
Edit intent: fluency
Original: Background and education She was born circa 1991, in the town of Ruiru, in Kiambu County, immediately northwest of the capital city of Nairobi.
Revised: Background and education She grew up in the town of Ruiru, in Kiambu County, immediately northwest of the capital city of Nairobi.
Edit intent: clarity
Original: Wawira Njiru  , is a Kenyan businesswoman, entrepreneur, human nutritionist,  and philanthropist,  who serves as the executive director of Food 4 Education, an organization that cooks, prepares and distributes nutritious meals, at subsidized prices to over 2,000 poor school children in Ruiru, a suburb of Nairobi, the capital city of Kenya.
Revised: Wawira Njiru , is a human nutritionist, and philanthropist, who serves as the executive director of Food 4 Education, an organization that cooks, prepares and distributes nutritious meals, at subsidized prices to over 2,000 poor school children in Ruiru, a suburb of Nairobi, the capital city of Kenya.
Edit intent: clarity
Original:  Career In 2011, at the age of twenty , Wawiru then an undergraduate in Adelaide, Australia invited 80 friends to a Kenyan themed meal.
Revised:  Career In 2011, at the age of 20 yeas , Wawiru then an undergraduate in Adelaide, Australia invited 80 friends to a Kenyan themed meal.
Edit intent: clarity
Original:   Category:1991 births  Category:Living people  Category:Kikuyu people  Category:Kenyan women Category:People from Nairobi  Category:University of South Australia alumni  Category:Kenyan businesspeople  Category:Kenyan women in business  Category:21st-century Kenyan women  Category:Kenyan chief executiv
Revised:  : Category:1991 births Category:Living people Category:Kikuyu people Category:Kenyan women Category:People from Nairobi Category:University of South Australia alumni Category:Kenyan businesspeople Category:Kenyan women in business Category:21st-century Kenyan women Category:Kenyan chief executiv
Edit intent: fluency
Original:   Category:1991 births  Category:Living people  Category:Kikuyu people  Category:Kenyan women Category:People from Nairobi  Category:University of South Australia alumni  Category:Kenyan businesspeople  Category:Kenyan women in business  Category:21st-century Kenyan women  Category:Kenyan chief executiv
Revised:  Category:1991 births : Category:Living people Category:Kikuyu people Category:Kenyan women Category:People from Nairobi Category:University of South Australia alumni Category:Kenyan businesspeople Category:Kenyan women in business Category:21st-century Kenyan women Category:Kenyan chief executiv
Edit intent: fluency
Original:   Category:1991 births  Category:Living people  Category:Kikuyu people  Category:Kenyan women Category:People from Nairobi  Category:University of South Australia alumni  Category:Kenyan businesspeople  Category:Kenyan women in business  Category:21st-century Kenyan women  Category:Kenyan chief executiv
Revised:  Category:1991 births Category:Living people : Category:Kikuyu people Category:Kenyan women Category:People from Nairobi Category:University of South Australia alumni Category:Kenyan businesspeople Category:Kenyan women in business Category:21st-century Kenyan women Category:Kenyan chief executiv
Edit intent: fluency
Original:   Category:1991 births  Category:Living people  Category:Kikuyu people  Category:Kenyan women Category:People from Nairobi  Category:University of South Australia alumni  Category:Kenyan businesspeople  Category:Kenyan women in business  Category:21st-century Kenyan women  Category:Kenyan chief executiv
Revised:  Category:1991 births Category:Living people Category:Kikuyu people : Category:Kenyan women Category:People from Nairobi Category:University of South Australia alumni Category:Kenyan businesspeople Category:Kenyan women in business Category:21st-century Kenyan women Category:Kenyan chief executiv
Edit intent: fluency
Original:   Category:1991 births  Category:Living people  Category:Kikuyu people  Category:Kenyan women Category:People from Nairobi  Category:University of South Australia alumni  Category:Kenyan businesspeople  Category:Kenyan women in business  Category:21st-century Kenyan women  Category:Kenyan chief executiv
Revised:  Category:1991 births Category:Living people Category:Kikuyu people Category:Kenyan women Category:People from Nairobi : Category:University of South Australia alumni Category:Kenyan businesspeople Category:Kenyan women in business Category:21st-century Kenyan women Category:Kenyan chief executiv
Edit intent: fluency
Original:   Category:1991 births  Category:Living people  Category:Kikuyu people  Category:Kenyan women Category:People from Nairobi  Category:University of South Australia alumni  Category:Kenyan businesspeople  Category:Kenyan women in business  Category:21st-century Kenyan women  Category:Kenyan chief executiv
Revised:  Category:1991 births Category:Living people Category:Kikuyu people Category:Kenyan women Category:People from Nairobi Category:University of South Australia alumni : Category:Kenyan businesspeople Category:Kenyan women in business Category:21st-century Kenyan women Category:Kenyan chief executiv
Edit intent: fluency
Original:   Category:1991 births  Category:Living people  Category:Kikuyu people  Category:Kenyan women Category:People from Nairobi  Category:University of South Australia alumni  Category:Kenyan businesspeople  Category:Kenyan women in business  Category:21st-century Kenyan women  Category:Kenyan chief executiv
Revised:  Category:1991 births Category:Living people Category:Kikuyu people Category:Kenyan women Category:People from Nairobi Category:University of South Australia alumni Category:Kenyan businesspeople : Category:Kenyan women in business Category:21st-century Kenyan women Category:Kenyan chief executiv
Edit intent: fluency
Original:   Category:1991 births  Category:Living people  Category:Kikuyu people  Category:Kenyan women Category:People from Nairobi  Category:University of South Australia alumni  Category:Kenyan businesspeople  Category:Kenyan women in business  Category:21st-century Kenyan women  Category:Kenyan chief executiv
Revised:  Category:1991 births Category:Living people Category:Kikuyu people Category:Kenyan women Category:People from Nairobi Category:University of South Australia alumni Category:Kenyan businesspeople Category:Kenyan women in business : Category:21st-century Kenyan women Category:Kenyan chief executiv
Edit intent: fluency
Original:   Category:1991 births  Category:Living people  Category:Kikuyu people  Category:Kenyan women Category:People from Nairobi  Category:University of South Australia alumni  Category:Kenyan businesspeople  Category:Kenyan women in business  Category:21st-century Kenyan women  Category:Kenyan chief executiv
Revised:  Category:1991 births Category:Living people Category:Kikuyu people Category:Kenyan women Category:People from Nairobi Category:University of South Australia alumni Category:Kenyan businesspeople Category:Kenyan women in business Category:21st-century Kenyan women : Category:Kenyan chief executiv
Edit intent: fluency
Original:  The 425,300 sq-km (164,200 sq-mi) marine reserve contains eight coral atolls, including Kanton.
Revised:  The marine reserve contains eight coral atolls, including Kanton.
Edit intent: clarity
Original:  Kanton Island location map Canton's reefs The 2000 surveys (Obura, et . al.) identifed that at the entrance to the lagoon very strong tidal flows pass through with extensive coral gardens extending for a radius of approximately 2 km from the channel.
Revised:  Kanton Island location map Canton's reefs The 2000 surveys (Obura, et al.) identifed that at the entrance to the lagoon very strong tidal flows pass through with extensive coral gardens extending for a radius of approximately 2 km from the channel.
Edit intent: fluency
Original:  Kanton Island location map Canton's reefs The 2000 surveys (Obura, et . al.) identifed that at the entrance to the lagoon very strong tidal flows pass through with extensive coral gardens extending for a radius of approximately 2 km from the channel.
Revised:  Kanton Island location map Canton's reefs The 2000 surveys (Obura, et . al.) identified that at the entrance to the lagoon very strong tidal flows pass through with extensive coral gardens extending for a radius of approximately 2 km from the channel.
Edit intent: fluency
Original:  Kanton Island location map Canton's reefs The 2000 surveys (Obura, et . al.) identifed that at the entrance to the lagoon very strong tidal flows pass through with extensive coral gardens extending for a radius of approximately 2 km from the channel.
Revised:  Kanton Island location map Canton's reefs The 2000 surveys (Obura, et . al.) identifed that at the entrance to the lagoon very strong tidal flows pass through with extensive coral gardens extending for a radius of approximately from the channel.
Edit intent: clarity
Original:  At about 4 km inside of the channel, the lagoon is crossed by four north-south reef ledges, which reduce water flow and suppress coral growth.
Revised:  At about 4 km inside of the channel, the lagoon is crossed by four north–south reef ledges, which reduce water flow and suppress coral growth.
Edit intent: fluency
Original: Discovery and toponomy of Kanton Island Mary (Hill) Boulcott (1786 - 1858) John E. Boulcott (1784 -1855)|alt= On 5 August 1824,  whaler Phœnix of London , master John Palmer , in the company of a whaler Mary of London, came to a low and barren island with a spacious lagoon  in latitude 2° 48ʹ S and longitude 172° 10ʹ W, and it was named "Mary Ballcotts Island".
Revised: Discovery and toponomy of Kanton Island Mary (Hill) Boulcott (1786 - 1858) John E. Boulcott (1784 -1855)|alt= On 5 August 1824, the whaler Phœnix of London , master John Palmer , in the company of a whaler Mary of London, came to a low and barren island with a spacious lagoon in latitude 2° 48ʹ S and longitude 172° 10ʹ W, and it was named "Mary Ballcotts Island".
Edit intent: fluency