wanyu/IteraTeR_v2 huggingface dataset:
Original:  2000 to present%DIFDELCMD < %DIFDELCMD < [[%%% File:VladimirVitaliy.jpg|The Ukrainian Klitschko brothers, Wladimir and Vitali The last decade has witnessed a continued decline in the popularity of boxing in the United States, marked by a malaise in the heavyweight division and the increased competition in the Pay-Per-View market from MMA and its main promotion, the UFC.
Revised:  2000 to present%DIFDELCMD < %DIFDELCMD < [[%%% The last decade has witnessed a continued decline in the popularity of boxing in the United States, marked by a malaise in the heavyweight division and the increased competition in the Pay-Per-View market from MMA and its main promotion, the UFC.
Edit intent: clarity
Original:  File:Saúl_Álvarez_2013b.jpg|Saúl Álvarez in 2013%DIFDELCMD < ]] %DIFDELCMD < %%% The Ukrainian Klitschko brothers, Wladimir and Vitali, both of whom held versions of the heavyweight title.
Revised:  %DIFDELCMD < ]] %DIFDELCMD < %%% The Ukrainian Klitschko brothers, Wladimir and Vitali, both of whom held versions of the heavyweight title.
Edit intent: coherence
Original:  Protective headgear is not permitted, and boxers are generally allowed to take substantial punishment before a fight is halted.
Revised:  headgear is not permitted, and boxers are generally allowed to take substantial punishment before a fight is halted.
Edit intent: clarity
Original: The Evolution of the 10-Point System Modern boxing rules were initially derived from the Marquess of Queensberry rules which mainly outlined core aspects of the sport, such as the establishment of rounds and their duration, as well as the determination of proper attire in the ring such as gloves and wraps.
Revised: The development of the 10-Point System Modern boxing rules were initially derived from the Marquess of Queensberry rules which mainly outlined core aspects of the sport, such as the establishment of rounds and their duration, as well as the determination of proper attire in the ring such as gloves and wraps.
Edit intent: clarity
Original:  VA is increasingly recognised as an important component of national CRVS ( Civil Registration and Vital Statistics ) systems.
Revised:  VA is increasingly recognised as an important component of national CRVS ( civil registration and vital statistics ) systems.
Edit intent: fluency
Original: Verbal autopsy (VA) is a method of gathering information about symptoms and circumstances for a deceased individual to determine his or her cause of death.
Revised: Verbal autopsy (VA) is a method of gathering information about symptoms and circumstances for a deceased individual to determine their cause of death.
Edit intent: clarity
Original:  Huang Yiou (黄一欧)
Revised:  Huang Yiou 
Edit intent: coherence
Original:  , youngest ever member of the Tongmenghui and a prominent leader in the Republic of China Huang Yizhong (黄一中)
Revised:  , youngest ever member of the Tongmenghui and a prominent leader in the Republic of China Huang Yizhong 
Edit intent: coherence
Original:  , was a Counselor of the Ministry of Railways, Ministry of the Interior in the Republic of China Huang Zhenhua (黄振华) , was a member of the judicial assembly Huang Yihuan (黄一寰) , known as the "Father of China's Blind" for his contribution towards blind people Huang Teh-Hua, (Cordelia Teh-Hua Hsueh), Huang’s youngest child resided on the East Coast of the United States of America until her passing in 2002.
Revised:  , was a Counselor of the Ministry of Railways, Ministry of the Interior in the Republic of China Huang Zhenhua , was a member of the judicial assembly Huang Yihuan (黄一寰) , known as the "Father of China's Blind" for his contribution towards blind people Huang Teh-Hua, (Cordelia Teh-Hua Hsueh), Huang’s youngest child resided on the East Coast of the United States of America until her passing in 2002.
Edit intent: clarity
Original:  , was a Counselor of the Ministry of Railways, Ministry of the Interior in the Republic of China Huang Zhenhua (黄振华) , was a member of the judicial assembly Huang Yihuan (黄一寰) , known as the "Father of China's Blind" for his contribution towards blind people Huang Teh-Hua, (Cordelia Teh-Hua Hsueh), Huang’s youngest child resided on the East Coast of the United States of America until her passing in 2002.
Revised:  , was a Counselor of the Ministry of Railways, Ministry of the Interior in the Republic of China Huang Zhenhua (黄振华) , was a member of the judicial assembly Huang Yihuan , known as the "Father of China's Blind" for his contribution towards blind people Huang Teh-Hua, (Cordelia Teh-Hua Hsueh), Huang’s youngest child resided on the East Coast of the United States of America until her passing in 2002.
Edit intent: clarity
Original: Family Huang's five children :
Revised: Family Huang's Children :
Edit intent: clarity
Original:  On October 1916, Huang died in Shanghai at the age of 42 because of cirrhosis  On April 15, 1917, Huang was given a state funeral, and was buried in Changsha on Yuelu Mountain.
Revised:  On October 1916, Huang died in Shanghai at the age of 42 because of cirrhosis . On April 15, 1917, Huang was given a state funeral, and was buried in Changsha on Yuelu Mountain.
Edit intent: fluency
Original:  for his contribution towards blind people Huang Teh-Hua , (黄德华, Cordelia Hsueh), Huang's youngest child resided on the East Coast of the United States of America until her passing in 2002.
Revised:  for his contribution towards blind people Huang Teh-hua , (黄德华, Cordelia Hsueh), Huang's youngest child resided on the East Coast of the United States of America until her passing in 2002.
Edit intent: fluency
Original:  for his contribution towards blind people Huang Teh-Hua , (黄德华, Cordelia Hsueh), Huang's youngest child resided on the East Coast of the United States of America until her passing in 2002.
Revised:  for his contribution towards blind people Huang Teh-Hua , (黄德华, Cordelia Hsueh), Huang's youngest child resided on the East Coast of the United States of America until her death in 2002.
Edit intent: clarity
Original: Huang Yiou (黄一欧), youngest ever member of the Tongmenghui and a prominent leader in the Republic of China Huang Yizhong (黄一中), was a Counselor of the Ministry of Railways, Ministry of the Interior in the Republic of China Huang Zhenhua (黄振华), was a member of the judicial assembly Huang Yihuan (黄一寰), known as the "Father of China's Blind"
Revised:  (黄一欧), youngest ever member of the Tongmenghui and a prominent leader in the Republic of China Huang Yizhong (黄一中), was a Counselor of the Ministry of Railways, Ministry of the Interior in the Republic of China Huang Zhenhua (黄振华), was a member of the judicial assembly Huang Yihuan (黄一寰), known as the "Father of China's Blind"
Edit intent: clarity
Original: Huang Yiou (黄一欧), youngest ever member of the Tongmenghui and a prominent leader in the Republic of China Huang Yizhong (黄一中), was a Counselor of the Ministry of Railways, Ministry of the Interior in the Republic of China Huang Zhenhua (黄振华), was a member of the judicial assembly Huang Yihuan (黄一寰), known as the "Father of China's Blind"
Revised: Huang Yiou (黄一欧), youngest ever member of the Tongmenghui and a prominent leader in the Republic of China Huang Yizhong (黄一中), was a Counselor of the Ministry of Railways, Ministry of the Interior in the Republic of China Huang Zhenhua (黄振华), was a member of the Legislative Yuan (黄一寰), known as the "Father of China's Blind"
Edit intent: clarity
Original:  for his contribution towards blind people Huang Teh-hua , (黄德华, Cordelia Hsueh), Huang's youngest child resided on the East Coast of the United States of America until her death in 2002.
Revised:  for his contribution towards blind people Huang Teh-hua (黄德华, Cordelia Hsueh), Huang's youngest child resided on the East Coast of the United States of America until her death in 2002.
Edit intent: fluency
Original:  The paper t-Closeness: Privacy beyond k-anonymity and l-diversity (2007) defines t-closeness as being :
Revised:  The paper t-Closeness: Privacy beyond k-anonymity and l-diversity (2007) defines t-closeness as :
Edit intent: fluency
Original:  This reduction is a trade off that results in some loss of effectiveness of data management or  mining algorithms in order to gain some privacy.
Revised:  This reduction is a trade off that results in some loss of effectiveness of data management or data mining algorithms in order to gain some privacy.
Edit intent: fluency
Original:  Alternatively, sensitive information leaks may occur because while l-diversity requirement ensures “diversity” of sensitive values in each group, it does not recognize that values may be semantically close, for example, an attacker could deduce a stomach disease applies to an individual if a sample containing the individual only listed three different stomach diseases .
Revised:  Alternatively, sensitive information leaks may occur because while l-diversity requirement ensures “diversity” of sensitive values in each group, it does not recognize that values may be semantically close, for example, an attacker could deduce a stomach disease applies to an individual if a sample containing the individual only listed three different stomach diseases 
Edit intent: fluency
Original: Formal definition Given the existence of such attacks where sensitive attributes may be inferred based upon the distribution of values for l-diverse data, the t-closeness method was created to further l-diversity by additionally maintaining the distribution of sensitive fields.
Revised: Formal definition Given the existence of attacks where sensitive attributes may be inferred based upon the distribution of values for l-diverse data, the t-closeness method was created to further l-diversity by additionally maintaining the distribution of sensitive fields.
Edit intent: clarity
Original: Formal definition Given the existence of attacks where sensitive attributes may be inferred based upon the distribution of values for l-diverse data, the t-closeness method was created to further l-diversity by additionally maintaining the distribution of sensitive fields.
Revised: Formal definition Given the existence of data breaches where sensitive attributes may be inferred based upon the distribution of values for l-diverse data, the t-closeness method was created to further l-diversity by additionally maintaining the distribution of sensitive fields.
Edit intent: clarity
Original: Attacks on l-diversity This is useful because in real data sets attribute values may be skewed or semantically similar.
Revised: Data breaches and l-diversity This is useful because in real data sets attribute values may be skewed or semantically similar.
Edit intent: clarity
Original: Data breaches and l-diversity This is useful because in real data sets attribute values may be skewed or semantically similar.
Revised: Data breaches and l-diversity In real data sets attribute values may be skewed or semantically similar.
Edit intent: coherence
Original:  He was elected to the state constitutional convention in 1868 where he gave a speech in support of allowing women to vote but the delegates kept on interrupting him and his speech was decided in negative.
Revised:  Whipper was elected to the state constitutional convention in 1868 where he gave a speech in support of allowing women to vote but the delegates kept on interrupting him and his speech was decided in negative.
Edit intent: style
Original: Whipper was elected  to the state constitutional convention in 1868 where he gave a speech in support of allowing women to vote but the delegates kept on interrupting him and his speech was decided in negative.
Revised: Whipper was elected as a delegate to the state constitutional convention in 1868 where he gave a speech in support of allowing women to vote but the delegates kept on interrupting him and his speech was decided in negative.
Edit intent: clarity
Original: Early life and career He was born in Norristown, Pennsylvania on January 23, 1834.
Revised: Early life He was born in Norristown, Pennsylvania on January 23, 1834.
Edit intent: clarity
Original:   During his career as a trial lawyer he once served as a co-counsel to Jonathan Jasper Wright, who later went on to become the first black judge of the Supreme Court of South Carolina.
Revised:  Career During his career as a trial lawyer he once served as a co-counsel to Jonathan Jasper Wright, who later went on to become the first black judge of the Supreme Court of South Carolina.
Edit intent: fluency
Original: William James Whipper was an African American abolitionist, trial lawyer, municipal judge, and state legislator .
Revised: William James Whipper was an abolitionist, trial lawyer, municipal judge, and state legislator .
Edit intent: clarity
Original:  1997 Jan;5(1):14-9    
Revised:  1997 Jan;5(1):14-9 . 
Edit intent: fluency
Original: ]] Pulse vaccination strategy is a method used to eradicate an epidemic by repeatedly vaccinating a group at risk, over a defined age range  until the spread of the pathogen has been stopped.
Revised: ]] Pulse vaccination strategy is a method used to eradicate an epidemic by repeatedly vaccinating a group at risk, over a defined age range , until the spread of the pathogen has been stopped.
Edit intent: fluency
Original: ]] Pulse vaccination strategy is a method used to eradicate an epidemic by repeatedly vaccinating a group at risk, over a defined age range, until the spread of the pathogen has been stopped.
Revised: ]] The pulse vaccination strategy is a method used to eradicate an epidemic by repeatedly vaccinating a group at risk, over a defined age range, until the spread of the pathogen has been stopped.
Edit intent: fluency
Original:    Stone L., Shulgin, B., Agur, Z. Theoretical examination of the pulse vaccination policy in the SIR epidemic model.
Revised:  : Stone L., Shulgin, B., Agur, Z. Theoretical examination of the pulse vaccination policy in the SIR epidemic model.
Edit intent: fluency
Original:  Mathematical and computer modelling, 2000, 31 (4), 207-215 : and that the eradication condition is
Revised:  Mathematical and computer modelling, 2000, 31 (4), 207-215 and that the eradication condition is
Edit intent: fluency
Original:  Mathematical and computer modelling, 2000, 31 (4), 207-215 : and that the eradication condition is
Revised:  Mathematical and computer modelling, 2000, 31 (4), 207-215 : 
Edit intent: coherence
Original:  Where T= time units is a constant fraction p of susceptible subjects vaccinated in a relatively short time.
Revised: Mathematical model Where T= time units is a constant fraction p of susceptible subjects vaccinated in a relatively short time.
Edit intent: clarity
Original: Quarry-faced stone on the Inbal Jerusalem Hotel Quarry-faced stone is stone with a rough, unpolished surface, straight from the quarry.
Revised: upQuarry-faced stone on the Inbal Jerusalem Hotel Quarry-faced stone is stone with a rough, unpolished surface, straight from the quarry.
Edit intent: fluency
Original:  Many residential and public buildings in Jerusalem, Israel are built from quarry-faced Jerusalem stone.
Edit intent: coherence
Original:  It requires drug manufacturers to submit evidence to the Federal Joint Committee (Germany) to show that their new products are more effective than previous products.
Revised:  It requires drug manufacturers to submit evidence to the Federal Joint Committee (Germany) that shows whether their new products are more effective than previous products.
Edit intent: clarity
Original:  It requires drug manufacturers to submit evidence to the Federal Joint Committee (Germany) to show that their new products are more effective than previous products.
Revised:  It requires drug manufacturers to submit evidence to the Federal Joint Committee (Germany) to show that their new products have an added benefit compared to previous products.
Edit intent: clarity
Original:  Many countries have established an operational hydrometeorological capability to assist with forecasting, warning and informing the public of these developing hazards    .
Revised:  Many countries have established an operational hydrometeorological capability to assist with forecasting, warning and informing the public of these developing hazards . .
Edit intent: fluency
Original:  Beginning with the prediction, there are three primary ways to to model when coming to forecasting.
Revised:  Beginning with the prediction, there are three primary ways to model when coming to forecasting.
Edit intent: fluency
Original:  Hydrologists often utilize meteorologists and products produced by meteorologists As an example, a meteorologist would forecast 2-3 inches of rain is a specific area, and a hydrologist would then forecast what the specific impact of that rain would be on the terrain.
Revised:  Hydrologists often utilize meteorologists and data provided by meteorologists. As an example, a meteorologist would forecast 2-3 inches of rain is a specific area, and a hydrologist would then forecast what the specific impact of that rain would be on the terrain.
Edit intent: clarity
Original:  Hydrologists often utilize meteorologists and products produced by meteorologists As an example, a meteorologist would forecast 2-3 inches of rain is a specific area, and a hydrologist would then forecast what the specific impact of that rain would be on the terrain.
Revised:  Hydrologists often utilize meteorologists and products produced by meteorologists As an example, a meteorologist might forecast of rain in a specific area, and a hydrologist would then forecast what the specific impact of that rain would be on the terrain.
Edit intent: clarity
Original:  Hydrologists often utilize meteorologists and products produced by meteorologists As an example, a meteorologist would forecast 2-3 inches of rain is a specific area, and a hydrologist would then forecast what the specific impact of that rain would be on the terrain.
Revised:  Hydrologists often utilize meteorologists and products produced by meteorologists As an example, a meteorologist would forecast 2-3 inches of rain is a specific area, and a hydrologist might then forecast what the specific impact of that rain would be on the terrain.
Edit intent: clarity
Original:  Hydrologists often utilize meteorologists and products produced by meteorologists As an example, a meteorologist would forecast 2-3 inches of rain is a specific area, and a hydrologist would then forecast what the specific impact of that rain would be on the terrain.
Revised:  Hydrologists often utilize meteorologists and products produced by meteorologists As an example, a meteorologist would forecast 2-3 inches of rain is a specific area, and a hydrologist would then forecast what the specific impact of that rain would be on the local terrain.
Edit intent: clarity
Original:  Among these hazards are the results of natural processes or atmospheric, hydrological, or oceanographic phenomena such as floods, tropical cyclones, drought  and desertification.
Revised:  Among these hazards are the results of natural processes and atmospheric, hydrological, or oceanographic phenomena such as floods, tropical cyclones, drought and desertification.
Edit intent: fluency
Original:  Among these hazards are the results of natural processes or atmospheric, hydrological, or oceanographic phenomena such as floods, tropical cyclones, drought  and desertification.
Revised:  Among these hazards are the results of natural processes or atmospheric, hydrological, or oceanographic phenomena such as floods, tropical cyclones, drought , and desertification.
Edit intent: fluency
Original:  Hydrometeorological Forecasting One of the more significant aspects of hydrometeorology has to do with the prediction and attempt to mitigate the effects of high precipitation events.
Revised:  Hydrometeorological forecasting One of the more significant aspects of hydrometeorology has to do with the prediction and attempt to mitigate the effects of high precipitation events.
Edit intent: fluency
Original:  Hydrometeorological Forecasting One of the more significant aspects of hydrometeorology has to do with the prediction and attempt to mitigate the effects of high precipitation events.
Revised:  Hydrometeorological Forecasting One of the more significant aspects of hydrometeorology involves predictions about and attempts to mitigate the effects of high precipitation events.
Edit intent: clarity
Original:  Beginning with the prediction, there are three primary ways to model when coming to forecasting.
Revised:  There are three primary ways to model when coming to forecasting.
Edit intent: coherence
Original:  Now-casting is good for predicting events for a few hours out, utilizing observations and live radar data to combine with the numerical weather prediction models.
Revised:  Nowcasting is good for predicting events for a few hours out, utilizing observations and live radar data to combine with the numerical weather prediction models.
Edit intent: fluency
Original:  Now-casting is good for predicting events for a few hours out, utilizing observations and live radar data to combine with the numerical weather prediction models.
Revised:  Now-casting is good for predicting events a few hours out, utilizing observations and live radar data to combine with the numerical weather prediction models.
Edit intent: clarity
Original:  Now-casting is good for predicting events for a few hours out, utilizing observations and live radar data to combine with the numerical weather prediction models.
Revised:  Now-casting is good for predicting events for a few hours out, utilizing observations and live radar data to combine them with numerical weather prediction models.
Edit intent: clarity
Original:  Numerical weather prediction, which is the primary technique used to forecast weather, uses models to take account of the atmosphere, ocean models, and accounts for many other variables when it produces forecasts.
Revised:  The primary technique used to forecast weather, uses models to take account of the atmosphere, ocean models, and accounts for many other variables when it produces forecasts.
Edit intent: clarity
Original:  Numerical weather prediction, which is the primary technique used to forecast weather, uses models to take account of the atmosphere, ocean models, and accounts for many other variables when it produces forecasts.
Revised:  Numerical weather prediction, which is the primary technique used to forecast weather, numerical weather prediction uses mathematical models to account for the atmosphere, ocean models, and accounts for many other variables when it produces forecasts.
Edit intent: clarity
Original:  Numerical weather prediction, which is the primary technique used to forecast weather, uses models to take account of the atmosphere, ocean models, and accounts for many other variables when it produces forecasts.
Revised:  Numerical weather prediction, which is the primary technique used to forecast weather, uses models to take account of the atmosphere, ocean , and many other variables when it produces forecasts.
Edit intent: fluency
Original:  Numerical weather prediction, which is the primary technique used to forecast weather, uses models to take account of the atmosphere, ocean models, and accounts for many other variables when it produces forecasts.
Revised:  Numerical weather prediction, which is the primary technique used to forecast weather, uses models to take account of the atmosphere, ocean models, and accounts for many other variables when producing forecasts.
Edit intent: fluency
Original:  These forecasts are generally used for predictions days or weeks out.
Revised:  These forecasts are generally used to predict events days or weeks out.
Edit intent: clarity
Original:  These models allow scientists to view how a multitude of different variables interact with one another, and they illustrate one picture in how earth 's climate interacts with itself.
Revised:  These models allow scientists to visualize how a multitude of different variables interact with one another, and they illustrate one picture in how earth 's climate interacts with itself.
Edit intent: clarity