wanyu/IteraTeR_v2 huggingface dataset:
Original: Angelique Gerber (born 16 April 1983) is a South African actress that was born, lives and works in Johannesburg although she stayed  Canada from 2001 to 2002 for the shooting of Disposable Life.
Revised: Angelique Gerber (born 16 April 1983) is a South African actress that was born, lives and works in Johannesburg although she stayed in Canada from 2001 to 2002 for the shooting of Disposable Life.
Edit intent: fluency
Original:  She attended Hoerskool Hugenote in Springs.
Revised:  She attended Hoërskool Hugenote in Springs.
Edit intent: fluency
Original:  She is most well known for her part in 7de Laan as Clara but also had a significant role in the 2002 Canadian film Disposable Life playing the role of Emily.
Revised:  She is best known for her part in 7de Laan as Clara but also had a significant role in the 2002 Canadian film Disposable Life playing the role of Emily.
Edit intent: fluency
Original: Angelique Gerber (born 16 April 1983) is a South African actress that was born, lives and works in Johannesburg although she stayed in Canada from 2001 to 2002 for the shooting of Disposable Life.
Revised: Angelique Gerber (born 16 April 1983) is a South African actress who was born, lives and works in Johannesburg although she stayed in Canada from 2001 to 2002 for the shooting of Disposable Life.
Edit intent: fluency
Original:  In the South African soap opera 7de Laan, she portrays Clara, a young girl from Bucharest, Romania, that speaks broken Afrikaans and sometimes struggles to properly express URL
Revised:  In the South African soap opera 7de Laan, she portrays Clara, a young girl from Bucharest, Romania, who speaks broken Afrikaans and sometimes struggles to properly express URL
Edit intent: fluency
Original:  In the South African soap opera 7de Laan, she portrays Clara, a young girl from Bucharest, Romania, that speaks broken Afrikaans and sometimes struggles to properly express URL
Revised:  In the South African soap opera 7de Laan, she portrays Clara, a young girl from Bucharest, Romania, that speaks broken Afrikaans and sometimes struggles to express herself URL
Edit intent: clarity
Original:  He ascended to the throne assassinating his former lord and Sultan of Bengal Saifuddin Hamza Shah , the fourth ruler of the Ilyas dynasty.
Revised:  He succeeded his father Saifuddin Hamza Shah , the fourth ruler of the Ilyas dynasty.
Edit intent: clarity
Original: Shihabuddin Bayazid Shah (reigned 1413–1414) was an Ilyas dynasty Sultan of Bengal for a brief period of one year .
Revised: Shihabuddin Bayazid Shah (reigned 1413–1414) was an Ilyas dynasty Sultan of Bengal for a brief period .
Edit intent: clarity
Original: Shihabuddin Bayazid Shah ( reigned 1413–1414) was an Ilyas dynasty Sultan of Bengal for a brief period  .
Revised: Shihabuddin Bayazid Shah ( , ) was a Sultan of Bengal for a brief period .
Edit intent: clarity
Original:  The Delhi Sultanate, Mumbai: Bharatiya Vidya Bhavan, pp.204-6 Shihab-ud-Din Bayazid Shah continued the friendly relation with China like his predecessors and once sent a giraffe to the Chinese emperor with a letter written on a golden leaf.
Revised:  The Delhi Sultanate, Mumbai: Bharatiya Vidya Bhavan, pp.204-6 Shihab ad-Din Bayazid Shah continued the friendly relation with China like his predecessors and once sent a giraffe to the Chinese emperor with a letter written on a golden leaf.
Edit intent: fluency
Original:  The numismatic evidence shows that he was succeeded by his son Alauddin Firuz Shah, who issued coins in AH 817.
Revised:  The numismatic evidence shows that he was succeeded by his son Ala ad-Din Firuz Shah, who issued coins in AH 817.
Edit intent: clarity
Original:  The current ruler is Na Bema . List of Somas ?–? Bema Bonsafo ?–? Caba I ?–? Na Ba ?–? Siki of Cokossi ?
Revised:  The current ruler is Na Bema . List of Somas ?–? Bema Bonsafo ?–? Caba I ?–? Na Ba ?–? Siki of Tchokossi ?
Edit intent: fluency
Original:  Tabi of Cokossi 1960?– Na Bema
Revised:  Tabi of Tchokossi 1960?– Na Bema
Edit intent: fluency
Original: The Tchokossian Monarchy is a traditional monarchy in northern Togo that has existed since at least the 17th century.
Revised: The Cokossi, or Tchokossi is a traditional monarchy in northern Togo that has existed since at least the 17th century.
Edit intent: clarity
Original: On 15 June 1932, Dejazmatch Haile Selassie Gugsa married Leult Zenebework Haile Selassie,  Haile Selassie's second daughter.
Revised: On 15 June 1932, Dejazmatch Haile Selassie Gugsa married Leult Zenebework Haile Selassie, Emperor Haile Selassie's second daughter.
Edit intent: clarity
Original:  Leult Zenebework died in 1934 amid allegations of poor treatment at the hands of her husband.
Revised:  Leult Zenebework died in 1934.
Edit intent: clarity
Original:  The prescribed feed-in tariffs will soon be gone for most technologies  . Specific deployment corridors now stipulate the extent to which renewable electricity is to be expanded in the future and the funding rates will no longer be set by the government, but will be determined by auction.
Revised:  The prescribed feed-in tariffs should be gone for most technologies . Specific deployment corridors now stipulate the extent to which renewable electricity is to be expanded in the future and the funding rates will no longer be set by the government, but will be determined by auction.
Edit intent: clarity
Original:  The prescribed feed-in tariffs will soon be gone for most technologies  . Specific deployment corridors now stipulate the extent to which renewable electricity is to be expanded in the future and the funding rates will no longer be set by the government, but will be determined by auction.
Revised:  The prescribed feed-in tariffs will soon be gone for most technologies . Specific deployment corridors now stipulate the extent to which renewable electricity is to be expanded in the future and the funding rates are no longer set by the government, but will be determined by auction.
Edit intent: fluency
Original:  The prescribed feed-in tariffs will soon be gone for most technologies  . Specific deployment corridors now stipulate the extent to which renewable electricity is to be expanded in the future and the funding rates will no longer be set by the government, but will be determined by auction.
Revised:  The prescribed feed-in tariffs will soon be gone for most technologies . Specific deployment corridors now stipulate the extent to which renewable electricity is to be expanded in the future and the funding rates will no longer be set by the government, but are determined by auction.
Edit intent: coherence
Original:  Plant operators will market their production directly and will receive a market premium to make up the difference between the their bid price and the average monthly spot market price for electricity.
Revised:  Plant operators market their production directly and will receive a market premium to make up the difference between the their bid price and the average monthly spot market price for electricity.
Edit intent: fluency
Original:  Plant operators will market their production directly and will receive a market premium to make up the difference between the their bid price and the average monthly spot market price for electricity.
Revised:  Plant operators will market their production directly and receive a market premium to make up the difference between the their bid price and the average monthly spot market price for electricity.
Edit intent: fluency
Original:  Plant operators will market their production directly and will receive a market premium to make up the difference between the their bid price and the average monthly spot market price for electricity.
Revised:  Plant operators will market their production directly and will receive a market premium to make up the difference between their bid price and the average monthly spot market price for electricity.
Edit intent: fluency
Original:  This new system is being rolled out in stages, starting with ground-mounted photovoltaics  .
Revised:  This new system was rolled out in stages, starting with ground-mounted photovoltaics .
Edit intent: clarity
Original: 400px|Development of the electricity mix in Germany 1990–2019 showing the growth in renewables  The share of electricity from renewable energy sources has risen dramatically since the introduction of the EEG in 2000.
Revised: 400px|Development of the electricity mix in Germany 1990–2019 showing the growth in renewables 400px|Development of the electricity mix in Germany 1990–2019 showing the growth in renewables The share of electricity from renewable energy sources has risen dramatically since the introduction of the EEG in 2000.
Edit intent: fluency
Original:  More specifically, the ECJ found that the Commission had failed to establish that the advantages provided by feedin trariffs involved state resources and therefore constituted state aid . EEG surcharge The EEG surcharge and the aggregate EEG surcharge have both risen steadily since 2000.
Revised:  More specifically, the ECJ found that the Commission had failed to establish that the advantages provided by feedin trariffs involved state resources and therefore constituted state aid EEG surcharge The EEG surcharge and the aggregate EEG surcharge have both risen steadily since 2000.
Edit intent: fluency
Original:  41.5 17.2 29.4 15.9 9.8 0.9 81.2 72.4 1.8 46.9 18.2 −1.1 3.0 8.3 Consumers who cannot reclaim the additional 19\% VAT (Mehrwertsteuer) will pay that as well (to be added to the figures shown), which includes private households .
Revised:  41.5 17.2 29.4 15.9 9.8 0.9 81.2 72.4 1.8 46.9 18.2 −1.1 3.0 8.3 .
Edit intent: coherence
Original: Sassouma Berete was the first wife of the 13th century King of Mali - Naré Maghann Konaté (the father of Sundiata Keita).
Revised: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali - Naré Maghann Konaté (the father of Sundiata Keita).
Edit intent: clarity
Original: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali - Naré Maghann Konaté ( the father of Sundiata Keita ) . Everything that is known about Sassouma came from the Epic of Sundiata Keita (the first Emperor of the Mali Empire)  passed down by Mandinka griots since the 13th century.
Revised: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali : Naré Maghann Konaté ( the father of Sundiata Keita ) . Everything that is known about Sassouma came from the Epic of Sundiata Keita (the first Emperor of the Mali Empire) passed down by Mandinka griots since the 13th century.
Edit intent: fluency
Original: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali - Naré Maghann Konaté ( the father of Sundiata Keita ) . Everything that is known about Sassouma came from the Epic of Sundiata Keita (the first Emperor of the Mali Empire)  passed down by Mandinka griots since the 13th century.
Revised: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali - Naré Maghann Konaté , the father of Sundiata Keita ) . Everything that is known about Sassouma came from the Epic of Sundiata Keita (the first Emperor of the Mali Empire) passed down by Mandinka griots since the 13th century.
Edit intent: fluency
Original: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali - Naré Maghann Konaté ( the father of Sundiata Keita ) . Everything that is known about Sassouma came from the Epic of Sundiata Keita (the first Emperor of the Mali Empire)  passed down by Mandinka griots since the 13th century.
Revised: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali - Naré Maghann Konaté ( the father of Sundiata Keita . Everything that is known about Sassouma came from the Epic of Sundiata Keita (the first Emperor of the Mali Empire) passed down by Mandinka griots since the 13th century.
Edit intent: fluency
Original: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali - Naré Maghann Konaté ( the father of Sundiata Keita ) . Everything that is known about Sassouma came from the Epic of Sundiata Keita (the first Emperor of the Mali Empire)  passed down by Mandinka griots since the 13th century.
Revised: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali - Naré Maghann Konaté ( the father of Sundiata Keita ) . Everything that is known about Sassouma came from the Epic of Sundiata Keita (the first Emperor of the Mali Empire) , passed down by Mandinka griots since the 13th century.
Edit intent: fluency
Original:  As the co-wife of Sundiata Keita's mother, Sogolon Conde, she is reported to have been very resentful of Sogolon and used to humiliate her openly for giving birth to a deformed son (Sundiata Keita).
Revised:  As the co-wife of Sogolon Conde, she is reported to have been very resentful of Sogolon and used to humiliate her openly for giving birth to a deformed son (Sundiata Keita).
Edit intent: clarity
Original:  After the death of Naré Maghann, she feared that the son of Sogolon would usurp the throne of her own son, Dankaran Touman  and thus plotted with her son to kill Sundiata Keita.
Revised:  After the death of Naré Maghann, she feared that Sogolon's would usurp the throne of her own son, Dankaran Touman and thus plotted with her son to kill Sundiata Keita.
Edit intent: clarity
Original:  After the death of Naré Maghann, she feared that the son of Sogolon would usurp the throne of her own son, Dankaran Touman  and thus plotted with her son to kill Sundiata Keita.
Revised:  After the death of Naré Maghann, she feared that the son of Sogolon would usurp the throne of her own son, Dankaran Touman , and thus plotted with her son to kill Sundiata Keita.
Edit intent: fluency
Original:  Sogolon  fearing for the safety of her children  left Niani and lived in exile with her children.
Revised:  Sogolon , fearing for the safety of her children left Niani and lived in exile with her children.
Edit intent: fluency
Original:  Sogolon  fearing for the safety of her children  left Niani and lived in exile with her children.
Revised:  Sogolon fearing for the safety of her children , left Niani and lived in exile with her children.
Edit intent: fluency
Original: 55, ISBN 0520066995"Mali's Boy-King: A Thirteenth-Century African Epic Becomes Digital", By Ronica Roth (in NEH) : Humanities, July/August 1998, Volume 19/Number 4 In this epic, Sassouma Bereté is regarded as "politically ambitious" and a "despised wife" who contravenes the social norms of Mande society.
Revised: 55, ISBN 0520066995"Mali's Boy-King: A Thirteenth-Century African Epic Becomes Digital", By Ronica Roth (in NEH) : Humanities, July/August 1998, Volume 19/Number 4 In the epic, Sassouma Bereté is regarded as "politically ambitious" and a "despised wife" who contravenes the social norms of Mande society.
Edit intent: fluency
Original: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali: Naré Maghann Konaté , the father of Sundiata Keita.
Revised: Sassouma Bereté (or Berete) was the first wife of the 13th century King of Mali: Maghan Kon Fatta , the father of Sundiata Keita.
Edit intent: clarity
Original:   Everything that is known about Sassouma came from the Epic of Sundiata Keita (the first Emperor of the Mali Empire), passed down by Mandinka griots since the 13th century.
Revised:  Information Source Everything that is known about Sassouma came from the Epic of Sundiata Keita (the first Emperor of the Mali Empire), passed down by Mandinka griots since the 13th century.
Edit intent: fluency
Original:   As the co-wife of Sogolon Conde, she is reported to have been very resentful of Sogolon  and used to humiliate her openly for giving birth to a deformed son (Sundiata Keita).
Revised:  Life As the co-wife of Sogolon Conde, she is reported to have been very resentful of Sogolon and used to humiliate her openly for giving birth to a deformed son (Sundiata Keita).
Edit intent: fluency
Original:   As the co-wife of Sogolon Conde, she is reported to have been very resentful of Sogolon  and used to humiliate her openly for giving birth to a deformed son (Sundiata Keita).
Revised:  As the co-wife of Sogolon Conde, she is reported to have been very resentful of Sogolon , and used to humiliate her openly for giving birth to a deformed son (Sundiata Keita).
Edit intent: fluency
Original:  Sogolon, fearing for the safety of her children, left Niani  and lived in exile with her children.
Revised:  Sogolon, fearing for the safety of her children, left Niani , and lived in exile with her children.
Edit intent: fluency
Original: 55, "Mali's Boy-King: A Thirteenth-Century African Epic Becomes Digital", By Ronica Roth (in NEH) : Humanities, July/August 1998, Volume 19/Number 4  In the epic, Sassouma Bereté is regarded as "politically ambitious"  and a "despised wife" who contravenes the social norms of Mande society.
Revised: 55, "Mali's Boy-King: A Thirteenth-Century African Epic Becomes Digital", By Ronica Roth (in NEH) : Humanities, July/August 1998, Volume 19/Number 4 In the epic, Sassouma Bereté is regarded as "politically ambitious" , and a "despised wife" who contravenes the social norms of Mande society.
Edit intent: fluency
Original:  However, she is also viewed as a rather strong woman  who have played a major role in her son's succession to the throne.
Revised:  However, she is also viewed as a rather strong woman , who have played a major role in her son's succession to the throne.
Edit intent: fluency
Original:  Sogolon lived in exile with her children for several years and during their time in exile, the powerful Sosso king - Soumaoro Kanté invaded their country (Niani).
Revised:  Sogolon lived in exile with her children for several years and during their time in exile, the powerful Sosso king Soumaoro Kanté invaded their country (Niani).
Edit intent: fluency
Original:  Messengers were sent by the Mandinka elders to go and look for Sundiata so that he can come back and help liberate the Mandinka people and their country from the powerful Sosso King.
Revised:  Messengers were sent by the Mandinka elders to go and look for Sundiata so that he could come back and help liberate the Mandinka people and their country from the powerful Sosso King.
Edit intent: fluency
Original:  He is reported to have been very cruel to  Mansa Sundiata Keita (his paternal half-brother).
Revised:  He is reported to have been very cruel to his paternal half-brother Mansa Sundiata Keita (his paternal half-brother).
Edit intent: fluency
Original: Dankaran Touman was the first son of Naré Maghann Konaté (father of Sundiata Keita, founder and first Emperor of the Mali Empire in the 13th century).
Revised: Dankaran Tuman was the first son of Naré Maghann Konaté (father of Sundiata Keita, founder and first Emperor of the Mali Empire in the 13th century).
Edit intent: clarity
Original: Dankaran Tuman was the first son of Naré Maghann Konaté (father of Sundiata Keita, founder and first Emperor of the Mali Empire in the 13th century).
Revised: Dankaran Touman was the first son of Naré Maghann Konaté (father of Sundiata Keita, founder and first Emperor of the Mali Empire in the 13th century).
Edit intent: clarity
Original:  According to Mandinka oral tradition, it was foretold that Sundiata would be a great king long before he (Sundiata) was born.
Revised:  According to Mandinka oral tradition, it was foretold that Sundiata would be a great king long before he was born.
Edit intent: coherence
Original:  According to Mandinka oral tradition , it was foretold that Sundiata would be a great king long before he was born.
Revised:  Mandinka oral tradition , it was foretold that Sundiata would be a great king long before he was born.
Edit intent: clarity
Original:  According to Mandinka oral tradition , it was foretold that Sundiata would be a great king long before he was born.
Revised:  According to Mandinka oral tradition tells us that it was foretold that Sundiata would be a great king long before he was born.
Edit intent: clarity
Original: Niane, Djibril Tamsir, Pickett, G. D., Chappell, David W., Jim Jones, "Sundiata: an epic of old Mali", Pearson Longman (2006), p 27, ISBN 1405849428  Sources suggests that he was very cruel to his paternal half-brother Mansa Sundiata Keita, whom he persecuted.
Revised: Niane, Djibril Tamsir, Pickett, G. D., Chappell, David W., Jim Jones, "Sundiata: an epic of old Mali", Pearson Longman (2006), p 27, ISBN 1405849428 History Sources suggests that he was very cruel to his paternal half-brother Mansa Sundiata Keita, whom he persecuted.
Edit intent: clarity
Original: Ki-Zerbo, Joseph, UNESCO General History of Africa, Vol. IV, Abridged Edition: Africa from the Twelfth to the Sixteenth Century, (editors : Joseph Ki-Zerbo, Djibril Tamsir Niane), University of California Press, 1998, pp 54 -55, ISBN 0520066995"Mali's Boy-King: A Thirteenth-Century African Epic Becomes Digital", By Ronica Roth (in NEH) : Humanities, July/August 1998, Volume 19/Number 4 & His victory at the Battle of Kirina led to the foundation of the Mali Empire. Notes
Revised: Ki-Zerbo, Joseph, UNESCO General History of Africa, Vol. IV, Abridged Edition: Africa from the Twelfth to the Sixteenth Century, (editors : Joseph Ki-Zerbo, Djibril Tamsir Niane), University of California Press, 1998, pp 54 -55, ISBN 0520066995"Mali's Boy-King: A Thirteenth-Century African Epic Becomes Digital", By Ronica Roth (in NEH) : Humanities, July/August 1998, Volume 19/Number 4 & His victory at the Battle of Kirina led to the foundation of the Mali Empire. References
Edit intent: fluency
Original:  In this case the set of actions is the parameter space, and a loss function details the cost of the discrepancy between the true value of the parameter and the estimated value .
Revised:  In this case the set of actions is the parameter space, and a loss function details the cost of the discrepancy between the true value of the parameter and the estimated value 
Edit intent: fluency
Original:   Out of sample prediction in regression and classification models
Revised:  For example, in a linear model with a single scalar parameter , the domain of may extend over (all real numbers). An associated decision rule for estimating from some observed data might be, "choose the value of the , say , that minimizes the sum of squared error between some observed responses and responses predicted from the corresponding covariates given that you chose ." Thus, the cost function is the sum of squared error, and one would aim to minimize this cost. Once the cost function is defined, could be chosen, for instance, using some optimization algorithm. Out of sample prediction in regression and classification models
Edit intent: coherence
Original: Shamsuddin Yousuf Shah (reigned: 1474–1481) was the son and successor of Sultan Rukunuddin Barbak Shah.
Revised: Shamsuddin Yusuf Shah (reigned: 1474–1481) was the son and successor of Sultan Rukunuddin Barbak Shah.
Edit intent: fluency
Original: Shamsuddin Yusuf Shah ( reigned: 1474–1481 ) was the son and successor of Sultan Rukunuddin Barbak Shah.
Revised: Shamsuddin Yusuf Shah ( , ) was the son and successor of Sultan Rukunuddin Barbak Shah.
Edit intent: coherence
Original:  He ascended the throne in  1474 and assumed the title Shamsuddin Abul Muzaffar Yusuf Shah . During his reign he also took the titles of Khalifat Allah bil Huzzat wal Burhan, Sultan al-Salatin, Zil Allah fil Alamin and Khalifat Allah fil Ardin.
Revised:  He ascended the throne in 1474 and assumed the title Shamsuddin Abul Muzaffar Yusuf Shah . 
Edit intent: clarity
Original:     He died in 1481.
Revised:  Death He died in 1481.
Edit intent: fluency
Original: Early life and background Yusuf was born into a ruling class Bengali Muslim Sunni family known as the Ilyas Shahi dynasty, in the Bengal Sultanate.
Revised: Early life and family Yusuf was born into a ruling class Bengali Muslim Sunni family known as the Ilyas Shahi dynasty, in the Bengal Sultanate.
Edit intent: clarity