wanyu/IteraTeR_v2 huggingface dataset:
Original:  Most commonly, the owner or the owner ’ s agent is required to retain a building-official-approved Special Inspection-services provider.
Revised:  Most commonly, the owner or the owner ' s agent is required to retain a building-official-approved Special Inspection-services provider.
Edit intent: fluency
Original:  It should be noted that field representatives are sometimes referred to as “soil testers,” “technicians,” “technicians/technologists,” or “engineering technicians.”
Revised:  Field representatives are sometimes referred to as “soil testers,” “technicians,” “technicians/technologists,” or “engineering technicians.”
Edit intent: coherence
Original: History MRI scanner that could be used for Thought Identification Psychologist John Dylan-Haynes experienced breakthroughs in brain imaging research in 2006 by using fMRI.
Revised: History MRI scanner that could be used for Thought Identification Psychologist John-Dylan Haynes experienced breakthroughs in brain imaging research in 2006 by using fMRI.
Edit intent: fluency
Original:  Advances in research have made this possible by using human neuroimaging to The front facing camera by counting the white in there eyes the spots decode a person's conscious experience based on non-invasive measurements of an individual's brain activity.
Revised:  Advances in research have made this possible by using human neuroimaging to decode a person's conscious experience based on non-invasive measurements of an individual's brain activity.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Examples Identifying thoughts 300px|When humans think of an object, such as a screwdriver, many different areas of the brain activate When humans think of an object, such as a screwdriver, many different areas of the brain activate.
Revised: %DIFDELCMD < %DIFDELCMD < %%% Identifying thoughts 300px|When humans think of an object, such as a screwdriver, many different areas of the brain activate When humans think of an object, such as a screwdriver, many different areas of the brain activate.
Edit intent: clarity
Original: American Blog, Breakthrough Could Enable Others to Watch Your Dreams and Memories Video%DIFDELCMD < ]%%% , Philip Yam The authors have uploaded demos comparing the watched and the computer-estimated videos.
Revised: American Blog, Breakthrough Could Enable Others to Watch Your Dreams and Memories %DIFDELCMD < ]%%% , Philip Yam The authors have uploaded demos comparing the watched and the computer-estimated videos.
Edit intent: fluency
Original: 3Subjects.mpeg" on Youtube Predicting intentions%DIFDELCMD < %DIFDELCMD < %%% Some researchers in 2008 were able to predict, with 60\% accuracy, whether a subject was going to push a button with their left or right hand.
Revised: 3Subjects.mpeg" on Youtube %DIFDELCMD < %DIFDELCMD < %%% Some researchers in 2008 were able to predict, with 60\% accuracy, whether a subject was going to push a button with their left or right hand.
Edit intent: clarity
Original:  John Dylan-Haynes has also demonstrated that fMRI can be used to identify whether a volunteer is about to add or subtract two numbers in their head.
Edit intent: coherence
Original:  Brain as input device%DIFDELCMD < [[%%% File:EPOC IGN.jpg|The Emotiv Epoc is one way that users can give commands to devices using only thoughts Emotiv Systems, an Australian electronics company, has demonstrated a headset that can be trained to recognize a user's thought patterns for different commands.
Revised:  %DIFDELCMD < [[%%% File:EPOC IGN.jpg|The Emotiv Epoc is one way that users can give commands to devices using only thoughts Emotiv Systems, an Australian electronics company, has demonstrated a headset that can be trained to recognize a user's thought patterns for different commands.
Edit intent: clarity
Original:  Brain as input device%DIFDELCMD < [[%%% File:EPOC IGN.jpg|The Emotiv Epoc is one way that users can give commands to devices using only thoughts Emotiv Systems, an Australian electronics company, has demonstrated a headset that can be trained to recognize a user's thought patterns for different commands.
Revised:  Brain as input device%DIFDELCMD < [[%%% Emotiv Systems, an Australian electronics company, has demonstrated a headset that can be trained to recognize a user's thought patterns for different commands.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Future research Experts are unsure of how far thought identification can expand, but Marcel Just believed in 2014 that in 3–5 years there will be a machine that is able to read complex thoughts such as 'I hate so-and-so'.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Donald Marks, founder and chief science officer of MMT, is working on playing back thoughts individuals have after they have already been recorded.
Edit intent: clarity
Original: StreetStrider is the world's first mobile elliptical trainer , invented by David W. Kraus.
Revised: StreetStrider is the brand name for a mobile elliptical trainer , invented by David W. Kraus.
Edit intent: clarity
Original:  M.S., with Mark Anders, An Elliptical Cross-Trainer on Three Wheels?, ACE Certified News, July 2011PRNewswire, American Council on Exercise Study Finds StreetStrider™ Elliptical Cross Trainer Provides Effective Cardio Workout, 11 July 2011 HPN Holdings, Inc., the parent company of StreetStrider International, LLC, owns several patents including US patents 7,803,090 8,535,206, Chinese patent 603,949, Australian patent 2006265891, EU patent 06785998.3%DIFDELCMD < & %%% other patents pending.
Revised:  M.S., with Mark Anders, An Elliptical Cross-Trainer on Three Wheels?, ACE Certified News, July 2011PRNewswire, American Council on Exercise Study Finds StreetStrider™ Elliptical Cross Trainer Provides Effective Cardio Workout, 11 July 2011 8,535,206, Chinese patent 603,949, Australian patent 2006265891, EU patent 06785998.3%DIFDELCMD < & %%% other patents pending.
Edit intent: coherence
Original:  M.S., with Mark Anders, An Elliptical Cross-Trainer on Three Wheels?, ACE Certified News, July 2011PRNewswire, American Council on Exercise Study Finds StreetStrider™ Elliptical Cross Trainer Provides Effective Cardio Workout, 11 July 2011 HPN Holdings, Inc., the parent company of StreetStrider International, LLC, owns several patents including US patents 7,803,090 8,535,206, Chinese patent 603,949, Australian patent 2006265891, EU patent 06785998.3%DIFDELCMD < & %%% other patents pending.
Revised:  M.S., with Mark Anders, An Elliptical Cross-Trainer on Three Wheels?, ACE Certified News, July 2011PRNewswire, American Council on Exercise Study Finds StreetStrider™ Elliptical Cross Trainer Provides Effective Cardio Workout, 11 July 2011 HPN Holdings, Inc., the parent company of StreetStrider International, LLC, owns several patents including US patents 7,803,090 8,535,206, Chinese patent 603,949, Australian patent 2006265891, EU patent 06785998.3%DIFDELCMD < & %%% 
Edit intent: clarity
Original: StreetStrider is the brand name for a patented mobile elliptical trainer.
Revised: StreetStrider is the brand name for a mobile elliptical trainer.
Edit intent: clarity
Original: University of Alabama at Birmingham, StreetStrider Born at UAB, 17 March 2009 Woman using a StreetStrider
Revised: University of Alabama at Birmingham, StreetStrider Born at UAB, 17 March 2009 
Edit intent: clarity
Original:  (Bramley, Vitello, 2016  Bramley, T and Vitello, S (2016) The effect of adaptivity on the reliability coefficient in adaptive comparative judgement.
Revised:  (Bramley, Vitello, 2016 ). Bramley, T and Vitello, S (2016) The effect of adaptivity on the reliability coefficient in adaptive comparative judgement.
Edit intent: fluency
Original:  Purdue University%DIFDELCMD < %DIFDELCMD < %%% ACJ has been used by Dr. Bartholomew at Purdue University to assess design portfolios in middle, high-school, and university students.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% ACJ has been used by Dr. Bartholomew at Purdue University to assess design portfolios in middle, high-school, and university students.
Edit intent: clarity
Original:  Purdue University%DIFDELCMD < %DIFDELCMD < %%% ACJ has been used by Dr. Bartholomew at Purdue University to assess design portfolios in middle, high-school, and university students.
Revised:  Purdue University%DIFDELCMD < %DIFDELCMD < %%% been used by Dr. Bartholomew at Purdue University to assess design portfolios in middle, high-school, and university students.
Edit intent: clarity
Original:  This cemetery was used during the Samad Late Iron Age . Excavated Late Iron Age graves at al-Bustan, Oman.
Revised:  This cemetery was used during the Samad Late Iron Age Excavated Late Iron Age graves at al-Bustan, Oman.
Edit intent: fluency
Original: == Death ==''''Bold text'''' Iqbal Zuberi died in Karachi on Tuesday Sept 3, 2002 after protracted illness.
Revised: Death Iqbal Zuberi died in Karachi on Tuesday Sept 3, 2002 after protracted illness.
Edit intent: coherence
Original: Iqbal Zuberi was a senior Pakistani journalista a former chief editor and chief executive of the Daily Mashriq.
Revised: Iqbal Zuberi was a senior Pakistani journalist and a former chief editor and chief executive of the Daily Mashriq.
Edit intent: fluency
Original:  Death Iqbal Zuberi died in Karachi on Tuesday Sept 3, 2002 after protracted illness.
Revised:  Death Iqbal Zuberi died in Karachi on Tuesday September 3, 2002 after protracted illness.
Edit intent: fluency
Original:   Career He began his journalistic career in 1951 with the Tameer daily in Rawalpindi.
Revised:  cite Career He began his journalistic career in 1951 with the Tameer daily in Rawalpindi.
Edit intent: fluency
Original:  Iqbal Zuberi, who was author of two books on journalism, was vice president of the Council of Pakistan Newspaper Editors and member of the standing committee of All Pakistan Newspapers Society.
Edit intent: coherence
Original:  References Category:Pakistani journalists Category:Journalists from Lahore Category:Writers from Bhopal Category:Muhajir people Category:1932 births Category:2002 deat
Revised:  References Category:Pakistani journalists Category:Journalists from Laho
Edit intent: coherence
Original: Shamsher Gazi Acclaimed as the Tiger of Bhati was born Feni, Bangladesh Biography Gazi was born into a peasant family in 1712 in Kungura village.
Revised:  Biography Gazi was born into a peasant family in 1712 in Kungura village.
Edit intent: coherence
Original: Roychoudhury, p. 35  The advent of the British East India Company with its "exploitation and oppression" alongside zamindari subjugation, made life of the peasants and farmers difficult and despondent.
Revised: Roychoudhury, p. 35 Rule The advent of the British East India Company with its "exploitation and oppression" alongside zamindari subjugation, made life of the peasants and farmers difficult and despondent.
Edit intent: fluency
Original:  Krishnamoni , brother of Indra Manikya II,  tried recapturing Udaipur (old Rangamati), the old capital of Tripura, but was defeated by Gazi in 1748.
Revised:  Krishna Manikya , brother of Indra Manikya II, tried recapturing Udaipur (old Rangamati), the old capital of Tripura, but was defeated by Gazi in 1748.
Edit intent: clarity
Original:  The Ballad of Shamsher- Gazi published by Maulavi Lutfur Khabir of Tipperah. 
Revised:  The Ballad of Shamsher- Gazi published by Maulavi Lutfur Khabir of Tipperah. Notes
Edit intent: coherence
Original: Signs and symptoms The hallmark sign of sarcopenia is loss of lean muscle mass, or muscle atrophy.
Revised: Signs and symptoms The is loss of lean muscle mass, or muscle atrophy.
Edit intent: clarity
Original: Signs and symptoms The is loss of lean muscle mass, or muscle atrophy.
Revised: Sigs and symptoms The is loss of lean muscle mass, or muscle atrophy.
Edit intent: fluency
Original: Sigs and symptoms The is loss of lean muscle mass, or muscle atrophy.
Revised: Signs and symptoms The is loss of lean muscle mass, or muscle atrophy.
Edit intent: fluency
Original:  Older adults may not utilize protein as efficiently as younger people and may require higher amounts to prevent muscle atrophy.
Revised:  Older adults may not utilize protein so efficiently as younger people and may require higher amounts to prevent muscle atrophy.
Edit intent: clarity
Original:  Estimated prevalence in  60-70 year old people is 5-13\% and increases to 11-50\% in people over 80 years of age.
Revised:  Estimated prevalence in people between the ages of 60-70 year old people is 5-13\% and increases to 11-50\% in people over 80 years of age.
Edit intent: clarity
Original:  Estimated prevalence in  60-70 year old people is 5-13\% and increases to 11-50\% in people over 80 years of age.
Revised:  Estimated prevalence in 60-70 is 5-13\% and increases to 11-50\% in people over 80 years of age.
Edit intent: clarity
Original:  Estimated prevalence in  60-70 year old people is 5-13\% and increases to 11-50\% in people over 80 years of age.
Revised:  Estimated prevalence in 60-70 year old people is 5-13\% and increases to 11-50\% in people more than 80 years of age.
Edit intent: fluency
Original: Mbuvi Gideon Kioko Mike Sonko commonly known as Sonkoree, Mike Sonko or simply Sonko (Sheng for "rich person" or "boss"),Kenyan politician thrown out of parliament for earrings CNN, March 3, 2011 is a Kenyan , alleged cartel cum politician.
Revised: Mbuvi Gideon Kioko Mike Sonko commonly known as Sonkoree, Mike Sonko or simply Sonko (Sheng for "rich person" or "boss"),Kenyan politician thrown out of parliament for earrings CNN, March 3, 2011 is a Kenyan politician.
Edit intent: clarity
Original:  On December 17, 2020,  Sonko was impeached by the Nairobi  and removed from office by both the Nairobi Senate and Nairobi County Assembly .
Revised:  On December 17, 2020, Sonko was impeached by the Nairobi Senate and removed from office by both the Nairobi Senate and Nairobi County Assembly .
Edit intent: fluency
Original:  On December 17, 2020,  Sonko was impeached by the Nairobi  and removed from office by both the Nairobi Senate and Nairobi County Assembly .
Revised:  On December 17, 2020, Sonko was impeached by the Nairobi and removed from office .
Edit intent: clarity
Original:  After the arrest, he was detained at Kamiti Maximum Security Prison for a few days and released on December 11, 2019 by anti-corruption court for a bond of sh30 million or a surety of the same amount or a cash bail of Sh15 million URL As a condition for the release, he was barred from accessing office of Nairobi County governor until the case is URL He was impeached by the senate on 17th December 2020.
Revised:  After the arrest, he was detained at Kamiti Maximum Security Prison for a few days and released on December 11, 2019 by anti-corruption court for a bond of sh30 million or a surety of the same amount or a cash bail of Sh15 million . As a condition for the release, he was barred from accessing office of Nairobi County governor until the case is URL He was impeached by the senate on 17th December 2020.
Edit intent: fluency
Original:  After the arrest, he was detained at Kamiti Maximum Security Prison for a few days and released on December 11, 2019 by anti-corruption court for a bond of sh30 million or a surety of the same amount or a cash bail of Sh15 million URL As a condition for the release, he was barred from accessing office of Nairobi County governor until the case is URL He was impeached by the senate on 17th December 2020.
Revised:  After the arrest, he was detained at Kamiti Maximum Security Prison for a few days and released on December 11, 2019 by anti-corruption court for a bond of sh30 million or a surety of the same amount or a cash bail of Sh15 million URL As a condition for the release, he was barred from accessing office of Nairobi County governor until the case is determined. He was impeached by the senate on 17th December 2020.
Edit intent: clarity
Original:  Not much is know of Yi's life after 1924.
Revised:  Not much is known of Yi's life after 1924.
Edit intent: fluency
Original:  Tjyongoui Yi buried Yi Tjoune at The Hague and went to the United States with Sangsul Yi, and from there to Vladivostok and Saint Petersburg.
Revised:  Ouitjyong Yi buried Yi Tjoune at The Hague and went to the United States with Sangsul Yi, and from there to Vladivostok and Saint Petersburg.
Edit intent: clarity
Original:  Kawthoolei roughly approximates to present-day Kayin State, although parts of Mon State, Bago Region, and the Irrawaddy River Delta with Karen populations have sometimes are also controlled and claimed by groups such as the Karen National Union.
Revised:  Kawthoolei roughly approximates to present-day Kayin State, although parts of Mon State, Bago Region, and the Irrawaddy River Delta with Karen populations have sometimes also been controlled and claimed by groups such as the Karen National Union.
Edit intent: fluency
Original: Flag of Kawthoolei right Kawthoolei ( Burmese: ကော့သူးလေ , ) is the endonym for a proposed state that Karen insurgents in Myanmar have sought to establish since the beginning of the Karen conflict late 1940s.
Revised: Flag of Kawthoolei right Kawthoolei ( , ) is the endonym for a proposed state that Karen insurgents in Myanmar have sought to establish since the beginning of the Karen conflict late 1940s.
Edit intent: coherence
Original:  ) is the endonym for a proposed state that Karen insurgents in Myanmar have sought to establish since the beginning of the Karen conflict late 1940s.
Revised:  ) is the endonym for a proposed state that Karen in Myanmar have sought to establish since the beginning of the Karen conflict late 1940s.
Edit intent: clarity
Original:  ) is the endonym for a proposed state that Karen in Myanmar have sought to establish since the beginning of the Karen conflict  late 1940s.
Revised:  ) is the endonym for a proposed state that Karen in Myanmar have sought to establish since the beginning of the Karen conflict in the late 1940s.
Edit intent: fluency
Original: Mansour el-Essawi (, ) is an Egyptian politician and the former Minister of the Interior .
Revised: Mansour el-Essawi (, ) is an Egyptian politician and the former minister of interior .
Edit intent: clarity
Original:  He is licensed in law (LL.B.) with a diploma in police science from The Egyptian Police College in 1959.
Revised:  He received a law degree and a diploma in police science from The Egyptian Police College in 1959.
Edit intent: clarity
Original:  He is licensed in law (LL.B.) with a diploma in police science from The Egyptian Police College in 1959.
Revised:  He is licensed in law (LL.B.) with a diploma in police science from the Egyptian Police College in 1959.
Edit intent: clarity
Original:  He joined the National Police in 1959 as a commissioned officer ( Lieutenant) .
Revised:  He joined the National Police in 1959 as a commissioned officer .
Edit intent: clarity
Original:  On 29 October 1995, he was appointed assistant minister of interior, director general of police of Cairo, and was put in charge of the tasks of the first assistant minister of interior for Central Zone.
Revised:  On 29 October 1995, he was appointed assistant minister of interior, Director General of police of Cairo, and was put in charge of the tasks of the first assistant minister of interior for Central Zone.
Edit intent: fluency
Original: frame|A self-portrait of the artist Joseph Ferdinand Doeve (July 2, 1907 - June 11, 1981), better known as Eppo Doeve, was a popular Dutch painter and cartoonist of Indo descent.
Revised:  Joseph Ferdinand Doeve (July 2, 1907 - June 11, 1981), better known as Eppo Doeve, was a popular Dutch painter and cartoonist of Indo descent.
Edit intent: coherence
Original:  He was awarded a Knighthood in the Order of Orange Nassau in 1973.
Revised:  He was invested as a Knight of the Order of Orange Nassau in 1973.
Edit intent: clarity
Original: 300px|Eppo Doeve in 1951 Joseph Ferdinand Doeve (2 July 1907 – 11 June 1981), better known as Eppo Doeve, was a popular Dutch painter and cartoonist of Indo descent.
Revised:  Joseph Ferdinand Doeve (2 July 1907 – 11 June 1981), better known as Eppo Doeve, was a popular Dutch painter and cartoonist of Indo descent.
Edit intent: coherence
Original: World record Guiness World Records lists the record for longest duration of a front plank, resting on elbows, as 8 hours, 15 minutes and 15 seconds,Guinness world record for planking set by 62-year-old former Marine George E. Hood The Washington Post, February 25, 2020Routine of George Hood who set world record for planking CNBC, March 2, 2020 set by veteran Marine officer George Hood on February 20, 2020.
Revised: World records Guiness World Records lists the record for longest duration of a front plank, resting on elbows, as 8 hours, 15 minutes and 15 seconds,Guinness world record for planking set by 62-year-old former Marine George E. Hood The Washington Post, February 25, 2020Routine of George Hood who set world record for planking CNBC, March 2, 2020 set by veteran Marine officer George Hood on February 20, 2020.
Edit intent: fluency
Original: Guinness World Records lists the record for longest duration of a front plank, resting on elbows, as 8 hours, 15 minutes and 15 seconds,Guinness world record for planking set by 62-year-old former Marine George E. Hood The Washington Post, February 25, 2020Routine of George Hood who set world record for planking CNBC, March 2, 2020  set by veteran Marine officer George Hood on February 20, 2020.
Revised: Guinness World Records lists the record for longest duration of a front plank, resting on elbows, as 8 hours, 15 minutes and 15 seconds,Guinness world record for planking set by 62-year-old former Marine George E. Hood The Washington Post, February 25, 2020Routine of George Hood who set world record for planking CNBC, March 2, 2020 was set by veteran Marine officer George Hood on February 20, 2020.
Edit intent: clarity
Original: : Category:ecology Ecological inheritance is the physical consequence of niche construction passed down through generations through ancestral organisms.
Revised:  Category:ecology Ecological inheritance is the physical consequence of niche construction passed down through generations through ancestral organisms.
Edit intent: fluency
Original: : Category:ecology Ecological inheritance is the physical consequence of niche construction passed down through generations through ancestral organisms.
Revised: : Category:ecology Ecological Inheritance is the physical consequence of niche construction passed down through generations through ancestral organisms.
Edit intent: fluency
Original: Ecological Inheritance is the physical consequence of niche construction passed down through generations through ancestral organisms.
Revised: Ecological inheritance is the physical consequence of niche construction passed down through generations through ancestral organisms.
Edit intent: fluency
Original:  This differs from genetic inheritance because it depends on each generation to sustain the efforts towards environmental modifications of previous generations.
Edit intent: coherence
Original:  Category:Ecolo 
Revised:  Further reading 
Edit intent: coherence
Original:  Richard Lewontin stresses how by modifying the availability of  abiotic resources, as well as biotic resources, niche-constructing organisms can cause organisms to coevolve with their environments.
Revised:  Richard Lewontin stresses how by modifying the availability of biotic and abiotic resources, as well as biotic resources, niche-constructing organisms can cause organisms to coevolve with their environments.
Edit intent: clarity
Original:  Richard Lewontin stresses how by modifying the availability of  abiotic resources, as well as biotic resources, niche-constructing organisms can cause organisms to coevolve with their environments.
Revised:  Richard Lewontin stresses how by modifying the availability of abiotic resources, niche-constructing organisms can cause organisms to coevolve with their environments.
Edit intent: clarity
Original:  Discusses the similarities and differences between ecological inheritance and cultural inheritance.
Revised:  Compares ecological and cultural inheritance.
Edit intent: clarity