wanyu/IteraTeR_v2 huggingface dataset:
Original:  Current research of the site believes that this site is not an elephant butchery site but evidence for successive colonization of riparian corridors by Middle Stone Age hunter-gatherers focused on exploiting localized resources during periods of humidity while other lakes dried up across Africa.
Revised:  Current research indicates that this site is not an elephant butchery site but evidence for successive colonization of riparian corridors by Middle Stone Age hunter-gatherers focused on exploiting localized resources during periods of humidity while other lakes dried up across Africa.
Edit intent: clarity
Original:  Most of the Later Stone Age sites in Malawi are rock-shelters , which is a pattern throughout Africa as well.
Revised:  Most of the Later Stone Age sites in Malawi are rock shelters , which is a pattern throughout Africa as well.
Edit intent: fluency
Original:  This is one of the largest rock painting sites in Malawi and it was excavated by Professor J. Desmond Clark in 1972.
Revised:  This is one of the largest rock painting sites in Malawi , and was excavated by Professor J. Desmond Clark in 1972.
Edit intent: fluency
Original:  This is one of the largest rock painting sites in Malawi and it was excavated by Professor J. Desmond Clark in 1972.
Revised:  This is one of the largest rock painting sites in Malawi and it was excavated by J. Desmond Clark in 1972.
Edit intent: clarity
Original:  Mawudzu culture The Mawudzu culture is named after the Mawudzu hill site in the lakeshore area and dates from 1200 to 1750 AD.
Revised:  Mawudzu culture The Mawudzu culture is named after the Mawudzu Hill site in the lakeshore area and dates from 1200 to 1750 AD.
Edit intent: fluency
Original:  The distribution sites of Nkhudzi sites are siilar to those of Mawudzu sites.
Revised:  The distribution sites of Nkhudzi sites are similar to those of Mawudzu sites.
Edit intent: fluency
Original:  Stone artifacts Grinding stones Utilized stones- Seven of the 8 utilized stones were water-rolled pebbles, four were used for hammering, three were probably nkhulungo, smooth stones that women use to polish or smooth house floors after they add more dirt.
Revised:  Stone artifacts Grinding stones Utilized stones- Seven of the eight utilized stones were water-rolled pebbles, four were used for hammering, three were probably nkhulungo, smooth stones that women use to polish or smooth house floors after they add more dirt.
Edit intent: fluency
Original:  Faunal Remains At this site, there are remains of both domestic and wild animals, including fish and gastropods.
Revised:  Faunal remains At this site, there are remains of both domestic and wild animals, including fish and gastropods.
Edit intent: fluency
Original:  A majority of them had chop marks that are consistent with ivoryworking .
Revised:  A majority of them had chop marks that are consistent with ivory-working .
Edit intent: fluency
Original:  Other Malawian Archaeological Sites Mbande Hill
Revised:  Other Malawian archaeological sites Mbande Hill
Edit intent: fluency
Original: Utpal Borpujari is a  National Film Award winning film criticand filmmaker.
Revised: Utpal Borpujari is a National Film Award winner; one, as a film critic, and the other, as a filmmaker.
Edit intent: clarity
Original:  Borpujari won national award for his debut feature film 'Ishu ' which was announced on April 13, 2017 in New Delhi.
Revised:  Borpujari won national award for his debut feature film 'Ishu .'
Edit intent: coherence
Original:  Author Utpal has written extensively on film and politics for a variety of newspapers and magazines, such as First Post URL , DNA URL the Deccan Herald URL URL and the Economic URL Additionally, he is the co-author of the book 'Secret Killings of Assam' and the editor/ co-Author of the book 'Assam.'
Revised:  Author Utpal has written extensively on film and politics for a variety of newspapers and magazines, such as First Post URL DNA URL the Deccan Herald URL URL and the Economic URL Additionally, he is the co-author of the book 'Secret Killings of Assam' and the editor/ co-Author of the book 'Assam.'
Edit intent: fluency
Original:  Author Utpal has written extensively on film and politics for a variety of newspapers and magazines, such as First Post URL , DNA URL the Deccan Herald URL URL and the Economic URL Additionally, he is the co-author of the book 'Secret Killings of Assam' and the editor/ co-Author of the book 'Assam.'
Revised:  Author Utpal has written extensively on film and politics for a variety of newspapers and magazines, such as First Post URL , DNA URL the Deccan Herald URL URL and the Economic URL Additionally, he is the co-author of the book 'Secret Killings of Assam' and the editor/ co-author of the book 'Assam.'
Edit intent: fluency
Original:   Awards National Film Award - Best Film URL Best Feature Film in Assamese at 65th National Film Awards: Ishu Sailadhar BaruahFilm Award : URL See also Film Critics Circle of India
Revised:  Awards National Film Award - Best Film URL Best Feature Film in Assamese at 65th National Film Awards: Ishu Sailadhar BaruahFilm Award : URL 
Edit intent: coherence
Original:  In 2018, he won the National Film Award, and 5 Assam State Film Awards for his debut feature film Ishu.
Revised:  In 2018, he won the National Film Award, and 5 Assam State Film Awards for his debut feature film URL
Edit intent: clarity
Original:  Direction Mayong: Myth/Reality (2012) Songs of the Blue Hills (2013) Soccer Queens of Rani For a Durbar of the People Memories of a Forgotten War URL His films have been invited to a variety of international film festivals. produced by the Children's Film Society, India (CFSI)
Revised:  Direction Mayong: Myth/Reality (2012) Songs of the Blue Hills (2013) Soccer Queens of Rani For a Durbar of the People Memories of a Forgotten War Ishu produced by the Children's Film Society, India (CFSI)
Edit intent: coherence
Original:  Teresa de Benguela was a quilombola leader who lived in the state of Mato Grosso, in Brazil, during the 18th century.
Revised: c Teresa de Benguela was a quilombola leader who lived in the state of Mato Grosso, in Brazil, during the 18th century.
Edit intent: fluency
Original: c Teresa de Benguela was a quilombola leader who lived in the state of Mato Grosso, in Brazil, during the 18th century.
Revised:  Teresa de Benguela was a quilombola leader who lived in the state of Mato Grosso, in Brazil, during the 18th century.
Edit intent: fluency
Original:  She   was married to José Piolho, who headed the Quilombo do Piolho (or do Quariterê), between the Guaporé River (the boundary between Mato Grosso and Bolívia) and Cuiabá city.
Revised:  She Life She was married to José Piolho, who headed the Quilombo do Piolho (or do Quariterê), between the Guaporé River (the boundary between Mato Grosso and Bolívia) and Cuiabá city.
Edit intent: clarity
Original:  Following the death of José Piolho, Tereza became the queen of the quilombo, and, under her leadership, the black and indigenous community resisted slavery for two decades, surviving up to 1770, when the quilombo was destroyed by the military forces of Luiz Pinto de Souza Coutinho.
Revised:  Following the death of José Piolho, Tereza became the queen of the quilombo, and, under her leadership, the black and indigenous community resisted slavery for two decades, surviving up to 1770, when the quilombo was destroyed by the forces of Luís Pinto de Sousa Coutinho.
Edit intent: clarity
Original:  The entire population ( 79 black people and 30 indigenous people ) was killed or arrested.
Revised:  The entire population , which included 79 black people and 30 indigenous people ) was killed or arrested.
Edit intent: clarity
Original:  The entire population ( 79 black people and 30 indigenous people ) was killed or arrested.
Revised:  The entire population ( 79 black and 30 indigenous people ) was killed or arrested.
Edit intent: fluency
Original:  The entire population ( 79 black people and 30 indigenous people ) was killed or arrested.
Revised:  The entire population ( 79 black people and 30 indigenous people , was killed or arrested.
Edit intent: fluency
Original:  Administration Queen Tereza led the political, economical and administrative structure of the quilombo, maintaining a defense system with guns traded with white people or redeemed from the nearby villages.
Revised:  Queen Tereza led the political, economical and administrative structure of the quilombo, maintaining a defense system with guns traded with white people or redeemed from the nearby villages.
Edit intent: fluency
Original:  Tereza de Benguela National Day July 25 is instituted as the Tereza de Benguela National Day and the Black Woman day in Brazil by the 12 987 law .
Revised:  Tereza de Benguela National Day July 25 was designated the National Day of Tereza de Benguela National Day and the Black Woman day in Brazil by the 12 987 law .
Edit intent: clarity
Original:  Tereza de Benguela National Day July 25 is instituted as the Tereza de Benguela National Day and the Black Woman day in Brazil by the 12 987 law .
Revised:  Tereza de Benguela National Day July 25 is instituted as the Tereza de Benguela and the Black Woman day in Brazil by the 12 987 law .
Edit intent: fluency
Original:  Tereza de Benguela National Day July 25 is instituted as the Tereza de Benguela National Day and the Black Woman day in Brazil by the 12 987 law .
Revised:  Tereza de Benguela National Day July 25 is instituted as the Tereza de Benguela National Day and the Black Woman .
Edit intent: coherence
Original: China Handbook Editorial Committee, China Handbook Series: History (trans., Dun J. Li), Beijing, 1982,  188–189;
Revised: China Handbook Editorial Committee, China Handbook Series: History (trans., Dun J. Li), Beijing, 1982, pp. 188–189;
Edit intent: fluency
Original:  Specifically Section A.2 "Dynasties , "  in this and earlier editions, which includes subsections on "Naming the Dynasties  , " " Sets of Dynasties  , " " The Dynastic Cycle , " "Legitimate Succession , "  "Grade School History" (the effect on common understanding of China's history).
Revised:  Specifically Section A.2 "Dynasties " in this and earlier editions, which includes subsections on "Naming the Dynasties , " " Sets of Dynasties , " " The Dynastic Cycle , " "Legitimate Succession , " "Grade School History" (the effect on common understanding of China's history).
Edit intent: fluency
Original:  Specifically Section A.2 "Dynasties , "  in this and earlier editions, which includes subsections on "Naming the Dynasties  , " " Sets of Dynasties  , " " The Dynastic Cycle , " "Legitimate Succession , "  "Grade School History" (the effect on common understanding of China's history).
Revised:  Specifically Section A.2 "Dynasties , " , in this and earlier editions, which includes subsections on "Naming the Dynasties , " " Sets of Dynasties , " " The Dynastic Cycle , " "Legitimate Succession , " "Grade School History" (the effect on common understanding of China's history).
Edit intent: fluency
Original:  Specifically Section A.2 "Dynasties , "  in this and earlier editions, which includes subsections on "Naming the Dynasties  , " " Sets of Dynasties  , " " The Dynastic Cycle , " "Legitimate Succession , "  "Grade School History" (the effect on common understanding of China's history).
Revised:  Specifically Section A.2 "Dynasties , " in this and earlier editions, which includes subsections on "Naming the Dynasties " , " " Sets of Dynasties , " " The Dynastic Cycle , " "Legitimate Succession , " "Grade School History" (the effect on common understanding of China's history).
Edit intent: fluency
Original:  Specifically Section A.2 "Dynasties , "  in this and earlier editions, which includes subsections on "Naming the Dynasties  , " " Sets of Dynasties  , " " The Dynastic Cycle , " "Legitimate Succession , "  "Grade School History" (the effect on common understanding of China's history).
Revised:  Specifically Section A.2 "Dynasties , " in this and earlier editions, which includes subsections on "Naming the Dynasties , " Sets of Dynasties , " " The Dynastic Cycle , " "Legitimate Succession , " "Grade School History" (the effect on common understanding of China's history).
Edit intent: fluency
Original:  Specifically Section A.2 "Dynasties , "  in this and earlier editions, which includes subsections on "Naming the Dynasties  , " " Sets of Dynasties  , " " The Dynastic Cycle , " "Legitimate Succession , "  "Grade School History" (the effect on common understanding of China's history).
Revised:  Specifically Section A.2 "Dynasties , " in this and earlier editions, which includes subsections on "Naming the Dynasties , " " Sets of Dynasties " , " " The Dynastic Cycle , " "Legitimate Succession , " "Grade School History" (the effect on common understanding of China's history).
Edit intent: fluency
Original:  Specifically Section A.2 "Dynasties , "  in this and earlier editions, which includes subsections on "Naming the Dynasties  , " " Sets of Dynasties  , " " The Dynastic Cycle , " "Legitimate Succession , "  "Grade School History" (the effect on common understanding of China's history).
Revised:  Specifically Section A.2 "Dynasties , " in this and earlier editions, which includes subsections on "Naming the Dynasties , " " Sets of Dynasties , " The Dynastic Cycle , " "Legitimate Succession , " "Grade School History" (the effect on common understanding of China's history).
Edit intent: fluency
Original:  Specifically Section A.2 "Dynasties , "  in this and earlier editions, which includes subsections on "Naming the Dynasties  , " " Sets of Dynasties  , " " The Dynastic Cycle , " "Legitimate Succession , "  "Grade School History" (the effect on common understanding of China's history).
Revised:  Specifically Section A.2 "Dynasties , " in this and earlier editions, which includes subsections on "Naming the Dynasties , " " Sets of Dynasties , " " The Dynastic Cycle " "Legitimate Succession , " "Grade School History" (the effect on common understanding of China's history).
Edit intent: fluency
Original:  Specifically Section A.2 "Dynasties , "  in this and earlier editions, which includes subsections on "Naming the Dynasties  , " " Sets of Dynasties  , " " The Dynastic Cycle , " "Legitimate Succession , "  "Grade School History" (the effect on common understanding of China's history).
Revised:  Specifically Section A.2 "Dynasties , " in this and earlier editions, which includes subsections on "Naming the Dynasties , " " Sets of Dynasties , " " The Dynastic Cycle , " , " "Grade School History" (the effect on common understanding of China's history).
Edit intent: coherence
Original:  Specifically Section A.2 "Dynasties , "  in this and earlier editions, which includes subsections on "Naming the Dynasties  , " " Sets of Dynasties  , " " The Dynastic Cycle , " "Legitimate Succession , "  "Grade School History" (the effect on common understanding of China's history).
Revised:  Specifically Section A.2 "Dynasties , " in this and earlier editions, which includes subsections on "Naming the Dynasties , " " Sets of Dynasties , " " The Dynastic Cycle , " "Legitimate Succession , " Legitimate Succession", "Grade School History" (the effect on common understanding of China's history).
Edit intent: fluency
Original: Dynasties in Chinese history, or Chinese dynasties, were hereditary monarchical regimes that ruled over China during much of its history.
Revised: Dynasties in Chinese history, or Chinese dynasties, were YES SIRhereditary monarchical regimes that ruled over China during much of its history.
Edit intent: clarity
Original: Dynasties in Chinese history, or Chinese dynasties, were YES SIRhereditary monarchical regimes that ruled over China during much of its history.
Revised: Dynasties in Chinese history, or Chinese dynasties, were hereditary monarchical regimes that ruled over China during much of its history.
Edit intent: fluency
Original:  Then, the between groups sum-of-squares  can be calculated as the difference between the overall and the within groups sum-of-squares:
Revised:  Then, the between groups sum-of-squares () can be calculated as the difference between the overall and the within groups sum-of-squares:
Edit intent: fluency
Original:  For each such permutation of the data the permutation f-statistic is calculated.
Revised:  For each such permutation of the data the permutation F statistic is calculated.
Edit intent: fluency
Original:  The p-value is then calculated by: Where is the p-value of the F statistic of gained from the actual data and is a permutation p-value .
Revised:  The p-value is then calculated by: Where is the F statistic obtained from the original data and is a permutation p-value .
Edit intent: clarity
Original:  The p-value is then calculated by: Where is the p-value of the F statistic of gained from the actual data and is a permutation p-value .
Revised:  The p-value is then calculated by: Where is the p-value of the F statistic of gained from the actual data and is a permutation F statistic .
Edit intent: clarity
Original:  In the recent times, PERMANOVA has seen its use in validating results from machine learning models in applications such as predictive maintenance and clustering.
Edit intent: coherence
Original:  Hence the test is based on the prior calculation of the distance between any two objects included to the experiment.
Revised:  Hence the test is based on the prior calculation of the distance between any two objects included in the experiment.
Edit intent: fluency
Original:  However, in the early 1840 ISA Gendergenoi, already enjoyed great prestige in the Caucasus, Shamil's cause at the Congress of Chechen warlords in selenurus-Martan.
Revised:  However, in the early 1840 Isa Gendergenoi, already enjoyed great prestige in the Caucasus, Shamil's cause at the Congress of Chechen warlords in selenurus-Martan.
Edit intent: fluency
Original:  The next day, March 8, 1840, ISA Gendergenoi on behalf of the Chechens refers to Samely calling to lead the North Caucasian Imamate.
Revised:  The next day, March 8, 1840, Isa Gendergenoi on behalf of the Chechens refers to Samely calling to lead the North Caucasian Imamate.
Edit intent: fluency
Original:  By the mid-1840 Imam Shamil, along with ISA Gendergenoi invaded Dagestan, defeated the Pro-Russian forces and established their power in large parts of the territory of Dagestan.
Revised:  By the mid-1840 Imam Shamil, along with Isa Gendergenoi invaded Dagestan, defeated the Pro-Russian forces and established their power in large parts of the territory of Dagestan.
Edit intent: fluency
Original:  After the establishment of the power of Shamil in Chechnya and Dagestan, ISA took an active part practically in all the important battles in which he achieved great success.
Revised:  After the establishment of the power of Shamil in Chechnya and Dagestan, Isa took an active part practically in all the important battles in which he achieved great success.
Edit intent: clarity
Original: Isa Gendargenoevsky () (born 1795, Gendergen, Chechnya – died 1845, Urus-Martan, Chechnya) was a Chechen general during the Russo-Caucasian War, who commanded the Eastern and Central Fronts.
Revised: Isa Gendargeno () (born 1795, Gendergen, Chechnya – died 1845, Urus-Martan, Chechnya) was a Chechen general during the Russo-Caucasian War, who commanded the Eastern and Central Fronts.
Edit intent: clarity
Original: Biography In 1839, in the battle of Akhulgo in Dagestan, the Imamat was completely defeated , Shamil fled to Chechnya and hid in the mountains of Chechnya for some time.
Revised: Biography In 1839, in the battle of Akhulgo in Dagestan, the Imamate was completely defeated , Shamil fled to Chechnya and hid in the mountains of Chechnya for some time.
Edit intent: fluency
Original: Biography In 1839, in the battle of Akhulgo in Dagestan, the Imamat was completely defeated , Shamil fled to Chechnya and hid in the mountains of Chechnya for some time.
Revised: Biography In 1839, in the battle of Akhulgo in Dagestan, the Imamat was completely defeated and forced Shamil to flee and hide in the mountains of Chechnya for some time.
Edit intent: coherence
Original:  However, in the early 1840 Isa Gendergenoi, already enjoyed great prestige in the Caucasus,  Shamil's cause at the Congress of Chechen warlords in selenurus-Martan .
Revised:  However, in the early 1840 , Isa Gendergeno, already enjoying great prestige in the Caucasus, Shamil's cause at the Congress of Chechen warlords in selenurus-Martan .
Edit intent: fluency
Original:  However, in the early 1840 Isa Gendergenoi, already enjoyed great prestige in the Caucasus,  Shamil's cause at the Congress of Chechen warlords in selenurus-Martan .
Revised:  However, in the early 1840 Isa Gendergenoi, already enjoyed great prestige in the Caucasus, joined Shamil's cause at the Congress of Chechen warlords in selenurus-Martan .
Edit intent: clarity
Original:  However, in the early 1840 Isa Gendergenoi, already enjoyed great prestige in the Caucasus,  Shamil's cause at the Congress of Chechen warlords in selenurus-Martan .
Revised:  However, in the early 1840 Isa Gendergenoi, already enjoyed great prestige in the Caucasus, Shamil's cause at the Congress of Chechen warlords in the settlement of Urus-Martan .
Edit intent: clarity
Original:  The next day, March 8, 1840, Isa Gendergenoi on behalf of the Chechens refers to Samely calling to lead the North Caucasian Imamate.
Revised:  The next day, March 8, 1840, Isa Gendergeno on behalf of the Chechens refers to Samely calling to lead the North Caucasian Imamate.
Edit intent: fluency
Original:  The next day, March 8, 1840, Isa Gendergenoi on behalf of the Chechens refers to Samely calling to lead the North Caucasian Imamate.
Revised:  The next day, March 8, 1840, Isa Gendergenoi on behalf of the Chechens , takes on the role of leading the North Caucasian Imamate.
Edit intent: clarity
Original:  By the mid-1840 Imam Shamil, along with Isa Gendergenoi invaded Dagestan, defeated the Pro-Russian forces and established their power in large parts of the territory of Dagestan.
Revised:  By the mid-1840 Imam Shamil, along with Isa Gendergeno, invaded Dagestan, defeated the Pro-Russian forces and established their power in large parts of the territory of Dagestan.
Edit intent: fluency
Original:  By the mid-1840 Imam Shamil, along with Isa Gendergenoi invaded Dagestan, defeated the Pro-Russian forces and established their power in large parts of the territory of Dagestan.
Revised:  By the mid-1840 Imam Shamil, along with Isa Gendergenoi invaded Dagestan, defeated the pro-Russian forces and established their power in large parts of the territory of Dagestan.
Edit intent: fluency
Original:  Result Dadasaheb Phalke Academy Awards 1 June 2017Best Film Ventilator Filmfare Marathi Awards 27 October 2017 Best Film Ventilator Best Director Rajesh Mapuskar Best Actor Jitendra Joshi Best Supporting Actor Ashutosh Gowariker Best Supporting Actor Sukanya Kulkarni Mone Best Debut Director Rajesh Mapuskar Best Music Rohan Gokhale, Rohan Pradhan Best Lyrics Manoj Yadav (for song "Baba")
Revised:  Result Filmfare Marathi Awards 27 October 2017 Best Film Ventilator Best Director Rajesh Mapuskar Best Actor Jitendra Joshi Best Supporting Actor Ashutosh Gowariker Best Supporting Actor Sukanya Kulkarni Mone Best Debut Director Rajesh Mapuskar Best Music Rohan Gokhale, Rohan Pradhan Best Lyrics Manoj Yadav (for song "Baba")
Edit intent: coherence
Original:  GOARN assisted during this outbreak to not  study the outbreak and provide assistance, but also facilitate communication between the Department of Health (Hong Kong) and the WHO.
Revised:  GOARN assisted during this outbreak to not only study the outbreak and provide assistance, but also facilitate communication between the Department of Health (Hong Kong) and the WHO.
Edit intent: fluency