wanyu/IteraTeR_v2 huggingface dataset:
Original: >== Examples of de-anonymization == "Researchers at MIT and the Université Catholique de Louvain, in Belgium, analyzed data on 1.5 million cellphone users in a small European country over a span of 15 months and found that just four points of reference, with fairly low spatial and temporal resolution, was enough to uniquely identify 95 percent of them.
Revised: >== Examples of de-anonymization "Researchers at MIT and the Université Catholique de Louvain, in Belgium, analyzed data on 1.5 million cellphone users in a small European country over a span of 15 months and found that just four points of reference, with fairly low spatial and temporal resolution, was enough to uniquely identify 95 percent of them.
Edit intent: fluency
Original:  even after anonymization, that a specific individual’s identity could be re-discovered . Examples of de-anonymization " Researchers at MIT and the Université catholique de Louvain, in Belgium, analyzed data on 1.5 million cellphone users in a small European country over a span of 15 months and found that just four points of reference, with fairly low spatial and temporal resolution, was enough to uniquely identify 95 percent of them.
Revised:  even after anonymization, that a specific individual’s identity could be re-discovered . " Researchers at MIT and the Université catholique de Louvain, in Belgium, analyzed data on 1.5 million cellphone users in a small European country over a span of 15 months and found that just four points of reference, with fairly low spatial and temporal resolution, was enough to uniquely identify 95 percent of them.
Edit intent: clarity
Original:  It is shown that a combination of a surname with other types of metadata, such as age and state, can be used to identity of the person..." See also De-identification Data Re-Identification Statistical disclosure control References%DIFDELCMD < %DIFDELCMD < %%% Further reading Category:Anonymity Category:Privacy Category:Internet priva
Revised:  It is shown that a combination of a surname with other types of metadata, such as age and state, can be used to identity of the person..." References%DIFDELCMD < %DIFDELCMD < %%% Further reading Category:Anonymity Category:Privacy Category:Internet priva
Edit intent: coherence
Original:  It is shown that a combination of a surname with other types of metadata, such as age and state, can be used to identity of the person..." See also De-identification Data Re-Identification Statistical disclosure control References%DIFDELCMD < %DIFDELCMD < %%% Further reading Category:Anonymity Category:Privacy Category:Internet priva
Revised:  It is shown that a combination of a surname with other types of metadata, such as age and state, can be used to identity of the person..." See also De-identification Data Re-Identification Statistical disclosure control %DIFDELCMD < %DIFDELCMD < %%% Further reading Category:Anonymity Category:Privacy Category:Internet priva
Edit intent: fluency
Original:  It is shown that a combination of a surname with other types of metadata, such as age and state, can be used to identity of the person..." See also De-identification Data Re-Identification Statistical disclosure control References%DIFDELCMD < %DIFDELCMD < %%% Further reading Category:Anonymity Category:Privacy Category:Internet priva
Revised:  It is shown that a combination of a surname with other types of metadata, such as age and state, can be used to identity of the person..." See also De-identification Data Re-Identification Statistical disclosure control References%DIFDELCMD < %DIFDELCMD < %%% ReferencesFurther reading Category:Anonymity Category:Privacy Category:Internet priva
Edit intent: fluency
Original: Merge|Data Re-Identification|discuss=Talk:Data_Re-Identification#Merger_discussion_with_de-anonymization|date=January 2018 De-anonymization is a strategy in data mining in which anonymous data is cross-referenced with other sources of data to re-identify the anonymous data source.
Revised:  De-anonymization is a strategy in data mining in which anonymous data is cross-referenced with other sources of data to re-identify the anonymous data source.
Edit intent: coherence
Original:  The term became popular in 2006 when Arvind Narayanan and Vitaly Shmatikov entered a contest hosted by Netflix, and applied their de-anonymization techniques to successfully identify Netflix data for a number of specific members.
Revised:  The term became popular in 2006 when and Vitaly Shmatikov entered a contest hosted by Netflix, and applied their de-anonymization techniques to successfully identify Netflix data for a number of specific members.
Edit intent: clarity
Original:  It is shown that a combination of a surname with other types of metadata, such as age and state, can be used to identity of the person..." See also De-identification Data Re-Identification Statistical disclosure control%DIFDELCMD < %DIFDELCMD < %%% References Further reading
Revised:  It is shown that a combination of a surname with other types of metadata, such as age and state, can be used to identity of the person..." %DIFDELCMD < %DIFDELCMD < %%% References Further reading
Edit intent: coherence
Original:  It is shown that a combination of a surname with other types of metadata, such as age and state, can be used to identity of the person..." See also De-identification Data Re-Identification Statistical disclosure control%DIFDELCMD < %DIFDELCMD < %%% References Further reading
Revised:  It is shown that a combination of a surname with other types of metadata, such as age and state, can be used to identity of the person..." See also De-identification Data Re-Identification Statistical disclosure control%DIFDELCMD < %DIFDELCMD < %%% Further reading
Edit intent: coherence
Original:    After the dissolution of the Soviet Union, he was made a Major-General of the Air Force of Kazakhstan in 1992.
Revised:  Legacy After the dissolution of the Soviet Union, he was made a Major-General of the Air Force of Kazakhstan in 1992.
Edit intent: fluency
Original: Talgat Zhakypbekuly Bigeldinov (, ) was a ground-attack pilot during the Second World War and the only Kazakh who was twice awarded the title Hero of the Soviet Union.
Revised: Talgat Jakypbekuly Bigeldinov (, ) was a ground-attack pilot during the Second World War and the only Kazakh who was twice awarded the title Hero of the Soviet Union.
Edit intent: clarity
Original:  Loka Novalile Sancharangal (D.C. Books, Kottayam, 2008) ISBN 978-81-264-2102-2 Narakathinte Bhoopadangal: Loka Novalile Sancharangal (Mathrubhumi Books, Kozhikode, 2010) ISBN 978-81-8264-966-8 Nishasandarshanangal: Lokasahithyathile Sancharangal (Rainbow book publications, Chengannur, 2008) ISBN 81-89716-69-7 Madhyama Nighantu (D.C. Books, Kottayam, 2003) Pathu Novelistukal (Kerala State Bala Sahitya Institute, 1990) 
Revised:  Loka Novalile Sancharangal (D.C. Books, Kottayam, 2008) ISBN 978-81-264-2102-2 Narakathinte Bhoopadangal: Loka Novalile Sancharangal (Mathrubhumi Books, Kozhikode, 2010) ISBN 978-81-8264-966-8 Nishasandarshanangal: Lokasahithyathile Sancharangal (Rainbow book publications, Chengannur, 2008) ISBN 81-89716-69-7 Madhyama Nighantu (D.C. Books, Kottayam, 2003) Pathu Novelistukal (Kerala State Bala Sahitya Institute, 1990) Pictures
Edit intent: fluency
Original:  Loka Novalile Sancharangal (D.C. Books, Kottayam, 2008) ISBN 978-81-264-2102-2 Narakathinte Bhoopadangal: Loka Novalile Sancharangal (Mathrubhumi Books, Kozhikode, 2010) ISBN 978-81-8264-966-8 Nishasandarshanangal: Lokasahithyathile Sancharangal (Rainbow book publications, Chengannur, 2008) ISBN 81-89716-69-7 Madhyama Nighantu (D.C. Books, Kottayam, 2003) Pathu Novelistukal (Kerala State Bala Sahitya Institute, 1990) Pictures
Revised:  Loka Novalile Sancharangal (D.C. Books, Kottayam, 2008) ISBN 978-81-264-2102-2 Nishasandarshanangal: Lokasahithyathile Sancharangal (Rainbow book publications, Chengannur, 2008) ISBN 81-89716-69-7 Madhyama Nighantu (D.C. Books, Kottayam, 2003) Pathu Novelistukal (Kerala State Bala Sahitya Institute, 1990) Pictures
Edit intent: coherence
Original: Research and findings Dr. Rajasekharan and fellow critic Dr. P. Venugopalan found that the version of Indulekha, published in 1889 as the first Malayalam novel, Keralites have read for the past several decades was a heavily edited version.
Revised: Research and findings Rajasekharan and fellow critic Dr. P. Venugopalan found that the version of Indulekha, published in 1889 as the first Malayalam novel, Keralites have read for the past several decades was a heavily edited version.
Edit intent: fluency
Original: Research and findings Dr. Rajasekharan and fellow critic Dr. P. Venugopalan found that the version of Indulekha, published in 1889 as the first Malayalam novel, Keralites have read for the past several decades was a heavily edited version.
Revised: Research and findings Dr. Rajasekharan and fellow critic P. Venugopalan found that the version of Indulekha, published in 1889 as the first Malayalam novel, Keralites have read for the past several decades was a heavily edited version.
Edit intent: fluency
Original: Dr. P. K. Rajasekharan is a noted literary critic in Malayalam language, and is the winner of Kerala Sahitya Akademi Award for Literary Criticism in 1997.
Revised:  P. K. Rajasekharan is a noted literary critic in Malayalam language, and is the winner of Kerala Sahitya Akademi Award for Literary Criticism in 1997.
Edit intent: coherence
Original:  Dr. Rajasekharan is an orator, author, and editor of various books.
Revised:  Rajasekharan is an orator, author, and editor of various books.
Edit intent: style
Original: P. K. Rajasekharan is a noted literary critic in Malayalam language, and is the winner of Kerala Sahitya Akademi Award for Literary Criticism in 1997.
Revised: P. K. Rajasekharan is a literary critic in Malayalam language, and is the winner of Kerala Sahitya Akademi Award for Literary Criticism in 1997.
Edit intent: clarity
Original:  He is currently editor of the Mathrubhumi newspaper.
Revised:  He was news editor of the Mathrubhumi newspaper.
Edit intent: clarity
Original:  service , the Authlogics Password Breach Database and is consumed by multiple services including password managers and browser extensions.
Revised:  service and is consumed by multiple services including password managers and browser extensions.
Edit intent: coherence
Original:  The concept of k-anonymity was first introduced by Latanya Sweeney and Pierangela Samarati in a paper published in 1998 as an attempt to solve the problem: "Given person-specific field-structured data, produce a release of the data with scientific guarantees that the individuals who are the subjects of the data cannot be re-identified while the data remain practically useful.
Revised:  The concept of k-anonymity was first introduced by Latanya Sweeney and PieranIagela Samarati in a paper published in 1998 as an attempt to solve the problem: "Given person-specific field-structured data, produce a release of the data with scientific guarantees that the individuals who are the subjects of the data cannot be re-identified while the data remain practically useful.
Edit intent: fluency
Original:  She also did an item song ("Neeli Lugadi") in the Hindi film Khuda Kasam, starring Sunny Deol and Tabbu .
Revised:  She also did an item song ("Neeli Lugadi") in the Hindi film Khuda Kasam, starring Sunny Deol and Tabu .
Edit intent: fluency
Original: Daisy Shah (born 25 August 1984) is an Indian film actress, model and dancer She has worked as an assistant to choreographer Ganesh Acharya.
Revised: Daisy Shah (born 25 August 1984) is an Indian film actress, model , choreographer and dancer. She has worked as an assistant to choreographer Ganesh Acharya.
Edit intent: coherence
Original: Daisy Shah (born 25 August 1984) is an Indian film actress, model , choreographer and dancer .
Revised: Daisy Shah (born 25 August 1984) is an Indian film actress, model and dancer
Edit intent: clarity
Original: Daisy Shah (born 25 August 1984) is an Indian film actress, model and dancer  She has worked as an assistant to choreographer Ganesh Acharya.
Revised: Daisy Shah (born 25 August 1984) is an Indian actress, model and dancer She has worked as an assistant to choreographer Ganesh Acharya.
Edit intent: clarity
Original: 2008 deaths Category:Sportspeople from Johannesburg Category:Light-heavyweight boxers Category:South African  boxers Category:Olympic boxers of South Africa Category:Boxers at the 1956 Summer Olympics Category:Commonwealth Games competitors for South Africa Category:Boxers at the 1954 British Empire and Commonwealth Games Category:Commonwealth Games gold medallists for South Africa Category:Afrikaner people Category:British male boxers Category:Commonwealth Games medallists in boxi
Revised: 2008 deaths Category:Sportspeople from Johannesburg Category:Light-heavyweight boxers Category:South African male boxers Category:Olympic boxers of South Africa Category:Boxers at the 1956 Summer Olympics Category:Commonwealth Games competitors for South Africa Category:Boxers at the 1954 British Empire and Commonwealth Games Category:Commonwealth Games gold medallists for South Africa Category:Afrikaner people Category:British male boxers Category:Commonwealth Games medallists in boxi
Edit intent: fluency
Original: 2008 deaths Category:Sportspeople from Johannesburg Category:Light-heavyweight boxers Category:South African male boxers Category:Olympic boxers of South Africa Category:Boxers at the 1956 Summer Olympics Category:Commonwealth Games competitors for South Africa Category:Boxers at the 1954 British Empire and Commonwealth Games Category:Commonwealth Games gold medallists for South Africa Category:Afrikaner people Category: British male boxers Category: Commonwealth Games medallists in boxi
Revised: 2008 deaths Category:Sportspeople from Johannesburg Category:Light-heavyweight boxers Category:South African male boxers Category:Olympic boxers of South Africa Category:Boxers at the 1956 Summer Olympics Category:Commonwealth Games competitors for South Africa Category:Boxers at the 1954 British Empire and Commonwealth Games Category:Commonwealth Games gold medallists for South Africa Category:Afrikaner people Category: Commonwealth Games medallists in boxi
Edit intent: fluency
Original:  The old name of the city is still reflected in Georgetown's main market, Stabroek Market, which has existed on or near its present location since the 18th century,Lloyd Kandasammy, Celebrating Guyana's built heritage: Stabroek Market, a brief history in Stabroek News, April 14, 2005 and the newspaper Stabroek News, established in 1986.
Revised: Stabroek Market The old name of the city is still reflected in Georgetown's main market, Stabroek Market, which has existed on or near its present location since the 18th century,Lloyd Kandasammy, Celebrating Guyana's built heritage: Stabroek Market, a brief history in Stabroek News, April 14, 2005 and the newspaper Stabroek News, established in 1986.
Edit intent: fluency
Original:   External links Aerial view 
Revised:  American traders started to built a wharf which became known as American Stelling, and little towns started to appear around the main settlement. External links Aerial view 
Edit intent: coherence
Original: Stabroek Market In 1789, the population was 780 people of which 239 were whites, however the town rapidly started to grow and by 1807 had a population of around 8,500 people.
Revised:  In 1789, the population was 780 people of which 239 were whites, however the town rapidly started to grow and by 1807 had a population of around 8,500 people.
Edit intent: coherence
Original: Stabroek was the  name of Georgetown, Guyana, between 1784 and 1812.
Revised: Stabroek was the old name of Georgetown, Guyana, between 1784 and 1812.
Edit intent: clarity
Original:   In 1748, Governor Laurens Storm van 's Gravesande build a guard post at the mouth of the Demerara River.
Revised:  History In 1748, Governor Laurens Storm van 's Gravesande build a guard post at the mouth of the Demerara River.
Edit intent: fluency
Original:  Mad Dogg appeals and Batavus settles with Mad URL Mad Dogg's trademarks remain strong around the URL
Edit intent: coherence
Original:  Mad Dogg Athletics also works closely with Star Trac, which is the licensed distributor of its commercial line of Spinner stationary bicycles.
Revised:  Mad Dogg Athletics also worked closely with Star Trac, which is the licensed distributor of its commercial line of Spinner stationary bicycles.
Edit intent: fluency
Original:  Mad Dogg Athletics also works closely with Star Trac, which is the licensed distributor of its commercial line of Spinner stationary bicycles.
Revised:  Mad Dogg Athletics also works closely with Star Trac, which was the licensed distributor of its commercial line of Spinner stationary bicycles.
Edit intent: fluency
Original:  They have now partnered with Precor to manufacture their line of commercial Spinner bikes URL In June 2010, Batavus recognizes Mad Dogg's trademarks, reaching a settlement and agrees to discontinue use of the Spinning trademarks in relation to the manufacture of Batavus' indoor cycling bikes. URL
Revised:  They have now partnered with Precor to manufacture their line of commercial Spinner URL In June 2010, Batavus recognizes Mad Dogg's trademarks, reaching a settlement and agrees to discontinue use of the Spinning trademarks in relation to the manufacture of Batavus' indoor cycling bikes. URL
Edit intent: fluency
Original:  They have now partnered with Precor to manufacture their line of commercial Spinner bikes URL In June 2010, Batavus recognizes Mad Dogg's trademarks, reaching a settlement and agrees to discontinue use of the Spinning trademarks in relation to the manufacture of Batavus' indoor cycling bikes. URL
Revised:  They have now partnered with Precor to manufacture their line of commercial Spinner bikes URL In June 2010, Batavus recognizes Mad Dogg's trademarks, reaching a settlement and agrees to discontinue use of the Spinning trademarks in relation to the manufacture of Batavus' indoor cycling URL
Edit intent: fluency
Original: Grassland degradation, also  called vegetation or steppe degradation is a biotic disturbance in which grass struggles to grow or can no longer exist on a piece of land due to causes such as overgrazing, burrowing of small mammals, and climate change.
Revised: Grassland degradation, also Gracie called vegetation or steppe degradation is a biotic disturbance in which grass struggles to grow or can no longer exist on a piece of land due to causes such as overgrazing, burrowing of small mammals, and climate change.
Edit intent: fluency
Original: Grassland degradation, also Gracie called vegetation or steppe degradation is a biotic disturbance in which grass struggles to grow or can no longer exist on a piece of land due to causes such as overgrazing, burrowing of small mammals, and climate change.
Revised: Grassland degradation, also called vegetation or steppe degradation is a biotic disturbance in which grass struggles to grow or can no longer exist on a piece of land due to causes such as overgrazing, burrowing of small mammals, and climate change.
Edit intent: fluency
Original:  The process is slow and gradual but at the same time so is restoring degraded grassland.
Revised:  The process is slow and gradual but so is restoring degraded grassland.
Edit intent: clarity
Original:  but the degradation process, if not addressed, can spread to decimate many acres of land , which in the most severe cases is merely bare, black soil bereft of any usefulness .
Revised:  but the degradation process, if not addressed, can spread to many acres of land , which in the most severe cases is merely bare, black soil bereft of any usefulness .
Edit intent: clarity
Original:  but the degradation process, if not addressed, can spread to decimate many acres of land , which in the most severe cases is merely bare, black soil bereft of any usefulness .
Revised:  but the degradation process, if not addressed, can spread to decimate many acres of land .
Edit intent: coherence
Original:  the degraded land’s less fertile ground cannot yield any produce nor can animals graze in these fields any longer;
Revised:  the degraded land’s less fertile ground cannot yield crops nor can animals graze in these fields any longer;
Edit intent: clarity
Original:  the degraded land’s less fertile ground cannot yield any produce nor can animals graze in these fields any longer;
Revised:  the degraded land’s less fertile ground cannot yield any produce nor can animals graze in these fields . With
Edit intent: clarity
Original:  and more carbon and nitrogen are released into the atmosphere.
Revised:  and more carbon and nitrogen may be released into the atmosphere.
Edit intent: clarity
Original: Rates According to the   International Crime Victim Survey (2000), 56\% of bicycle thefts across 17 countries were reported to the police.
Revised: Rates According to the According to the International Crime Victim Survey (2000), 56\% of bicycle thefts across 17 countries were reported to the police.
Edit intent: fluency
Original:  According to the free bike registry program Project 529 , bike theft across North America is a billion-dollar problem and over two million bikes are stolen each year.
Revised:  Project 529 , bike theft across North America is a billion-dollar problem and over two million bikes are stolen each year.
Edit intent: coherence
Original:  Project 529 works with thousands of law enforcement agencies in an effort to improve bike theft statistics, with particular focus on improving the number of bikes registered.
Revised:  works with thousands of law enforcement agencies in an effort to improve bike theft statistics, with particular focus on improving the number of bikes registered.
Edit intent: clarity
Original: Indication for Direct Pulp Capping  Immature/mature permanent teeth with simple restoration needs Recent trauma less than 24hours exposure of pulp / mechanical trauma exposure (during restorative procedure)
Revised: Indication for Direct Pulp Capping Indication for Direct Pulp Capping: Immature/mature permanent teeth with simple restoration needs Recent trauma less than 24hours exposure of pulp / mechanical trauma exposure (during restorative procedure)
Edit intent: coherence
Original:  Minimal or no bleeding at exposure site Normal sensibility test Not tender to percussion No periradicular pathology Young patient Contraindication for Direct Pulp Capping  Systemic disease involvement Primary teeth Inflammatory signs and symptoms Pre-operative tooth sensitivity Large pulpal exposure Uncontrollable bleeding from the pulp Non-restorable tooth Elderly patient
Revised:  Minimal or no bleeding at exposure site Normal sensibility test Not tender to percussion No periradicular pathology Young patient Contraindication for Direct Pulp Capping Contraindication for Direct Pulp Capping: Systemic disease involvement Primary teeth Inflammatory signs and symptoms Pre-operative tooth sensitivity Large pulpal exposure Uncontrollable bleeding from the pulp Non-restorable tooth Elderly patient
Edit intent: coherence
Original: thumbnail|Location of Patohar Plateau Sanghao Cave is a Paleolithic site, located on the Pothohar Plateau of Pakistan that was excavated by Ahmad Hasan Dani.
Revised:  Sanghao Cave is a Paleolithic site, located on the Pothohar Plateau of Pakistan that was excavated by Ahmad Hasan Dani.
Edit intent: coherence
Original:  Discovery thumbnail|Stone cutters Evidence of human activity in the Middle Palaeolithic has been reported from Sanghao Cave.
Revised:  Discovery Evidence of human activity in the Middle Palaeolithic has been reported from Sanghao Cave.
Edit intent: coherence