wanyu/IteraTeR_v2 huggingface dataset:
Original:  In February 2012 journalist Marie Colvin was deliberately targeted and killed by the Syrian Army in Homs during the 2011–2012 Syrian uprising and Siege of Homs, after she decided to stay at the "epicentre of the storm" in order to "expose what is happening . "  In October 2012 the Taliban organised the attempted murder of Malala Yousafzai a teenage girl who had been campaigning, despite their threats, for female education in Pakistan.
Revised:  In February 2012 journalist Marie Colvin was deliberately targeted and killed by the Syrian Army in Homs during the 2011–2012 Syrian uprising and Siege of Homs, after she decided to stay at the "epicentre of the storm" in order to "expose what is happening . " . In October 2012 the Taliban organised the attempted murder of Malala Yousafzai a teenage girl who had been campaigning, despite their threats, for female education in Pakistan.
Edit intent: fluency
Original: Al Weisel, "Deep Forest's Lush Lullaby , "  Rolling Stone, 21 April 1994, 26 The Dream Academy song 'Forest Fire' provided an early warning of the moral dangers of our 'black cloud' 'bringing down a different kind of weather ... letting the sunshine in, that's how the end begins.
Revised: Al Weisel, "Deep Forest's Lush Lullaby " Rolling Stone, 21 April 1994, 26 The Dream Academy song 'Forest Fire' provided an early warning of the moral dangers of our 'black cloud' 'bringing down a different kind of weather ... letting the sunshine in, that's how the end begins.
Edit intent: fluency
Original: Al Weisel, "Deep Forest's Lush Lullaby , "  Rolling Stone, 21 April 1994, 26 The Dream Academy song 'Forest Fire' provided an early warning of the moral dangers of our 'black cloud' 'bringing down a different kind of weather ... letting the sunshine in, that's how the end begins.
Revised: Al Weisel, "Deep Forest's Lush Lullaby , " , Rolling Stone, 21 April 1994, 26 The Dream Academy song 'Forest Fire' provided an early warning of the moral dangers of our 'black cloud' 'bringing down a different kind of weather ... letting the sunshine in, that's how the end begins.
Edit intent: fluency
Original:  Time (Time Inc. ).
Revised:  Time .
Edit intent: clarity
Original:  The Ambassador of Conscience Award, Amnesty International's most prestigious human rights award, takes its inspiration from a poem written by Irish Nobel prize-winning poet Seamus Heaney called "The Republic of Conscience . "  Winners of the award have included:
Revised:  The Ambassador of Conscience Award, Amnesty International's most prestigious human rights award, takes its inspiration from a poem written by Irish Nobel prize-winning poet Seamus Heaney called "The Republic of Conscience " Winners of the award have included:
Edit intent: fluency
Original:  The Ambassador of Conscience Award, Amnesty International's most prestigious human rights award, takes its inspiration from a poem written by Irish Nobel prize-winning poet Seamus Heaney called "The Republic of Conscience . "  Winners of the award have included:
Revised:  The Ambassador of Conscience Award, Amnesty International's most prestigious human rights award, takes its inspiration from a poem written by Irish Nobel prize-winning poet Seamus Heaney called "The Republic of Conscience . " . Winners of the award have included:
Edit intent: fluency
Original:  Check for illegal software .
Revised:  Check for illegal software 
Edit intent: fluency
Original:  With the ever growing laws , employers shape their guidelines around the new rules and regulations that are formed in court cases .
Revised:  As new laws have been enacted dictating the bounds of these practices, employers have been forced to change their monitoring protocols .
Edit intent: clarity
Original:  These devices are used to monitor the organizations' employees . Common methods of monitoring include software monitoring, telephone tapping, video surveillance, email monitoring, and location monitoring.
Revised:  These devices are used to monitor the organizations' employees . Common methods include software monitoring, telephone tapping, video surveillance, email monitoring, and location monitoring.
Edit intent: fluency
Original:  Software monitoring can occur if employees use company computers for their work, companies often utilize employee monitoring software that allows them to track what their employees are doing on the computers.
Revised:  Software monitoring . Companies often use employee monitoring software that allows them to track what their employees are doing on the computers.
Edit intent: clarity
Original:  Software monitoring can occur if employees use company computers for their work, companies often utilize employee monitoring software that allows them to track what their employees are doing on the computers.
Revised:  Software monitoring can occur if employees use company computers for their work, companies often utilize employee monitoring software to track what their employees are doing on the computers.
Edit intent: clarity
Original:  Telephone tapping can be used to recover employees' phone call details and conversations.
Revised:  Telephone tapping can be used to record employees' phone call details and conversations.
Edit intent: clarity
Original:  The number of calls, the duration of each call, and the idle time between calls, can all go into an automatic log for analysis by the company.
Revised:  The number of calls, the duration of each call, and the idle time between calls, can all go into a log for analysis by the company.
Edit intent: clarity
Original:  Video surveillance can provide video feed of employee activities that are passed through to a central location where they are monitored live by another person.
Revised:  Video surveillance can provide video feed of employee activities that are passed through to a central location where they are monitored by another person.
Edit intent: clarity
Original:  "This is a benefit because it provides an unbiased method of performance evaluation and prevents the interference of a manager's feelings in an employee's review  (Mishra and Crampton, 1998).
Revised:  "This is a benefit because it provides an unbiased method of performance evaluation and prevents the interference of a manager's feelings in an employee's review " (Mishra and Crampton, 1998).
Edit intent: fluency
Original:  " Management can review the performance of an employee by checking the surveillance to detect and potentially prevent problems  .
Revised:  Management can review the performance of an employee by checking the surveillance to detect and potentially prevent problems .
Edit intent: fluency
Original:  " Management can review the performance of an employee by checking the surveillance to detect and potentially prevent problems  .
Revised:  " Management can review an employee's performance by checking the surveillance to detect and potentially prevent problems .
Edit intent: clarity
Original:  " Management can review the performance of an employee by checking the surveillance to detect and potentially prevent problems  .
Revised:  " Management can review the performance of an employee by checking the surveillance to detect and potentially prevent problems " .
Edit intent: fluency
Original: Location monitoring can occur and be used for employees that do not workin a static location.
Revised: Location monitoring can be used for employees that do not workin a static location.
Edit intent: clarity
Original:  In some of these cases, the employee monitoring is incidental as the location is tracked for other purposes , that can help improve customer satisfaction . Employees' phone call details and conversations can be recorded during monitoring.
Revised:  Sonetimes the employee monitoring is incidental as the location is tracked for other purposes , that can help improve customer satisfaction . Employees' phone call details and conversations can be recorded during monitoring.
Edit intent: clarity
Original:  In some of these cases, the employee monitoring is incidental as the location is tracked for other purposes , that can help improve customer satisfaction . Employees' phone call details and conversations can be recorded during monitoring.
Revised:  In some of these cases, the employee monitoring is incidental as the location is tracked for other purposes . Employees' phone call details and conversations can be recorded during monitoring.
Edit intent: coherence
Original:  In some of these cases, the employee monitoring is incidental as the location is tracked for other purposes , that can help improve customer satisfaction . Employees' phone call details and conversations can be recorded during monitoring.
Revised:  In some of these cases, the employee monitoring is incidental as the location is tracked for other purposes , that can help improve customer satisfaction . Employees' phone calls can be recorded during monitoring.
Edit intent: clarity
Original:  Some see it as violating workplace privacy and it 's also notorious for being used with malicious intent.
Revised:  Some see it as violating workplace privacy and it is notorious for being used with malicious intent.
Edit intent: clarity
Original:  Loggers  collect and store passwords, bank account information, private messages, credit card numbers, PIN numbers, and usernames.
Revised:  Loggers can collect and store passwords, bank account information, private messages, credit card numbers, PIN numbers, and usernames.
Edit intent: clarity
Original: Employee Monitoring is the act of employers surveying employee activitythrough different surveillance methods . Organizations engage in employee monitoring for different reasons such as to track performance, to avoid legal liability, to protect trade secrets, and to address other security concerns.
Revised: Employee monitoring is the (often automated) surveillance of workers' activity . Organizations engage in employee monitoring for different reasons such as to track performance, to avoid legal liability, to protect trade secrets, and to address other security concerns.
Edit intent: clarity
Original:  The illegality has omitted certain clearing processes such as safety testing when they are sold by undercover independent vendors on the black market.
Revised:  The illegality has prevented certain clearing processes such as safety testing when they are sold by undercover independent vendors on the black market.
Edit intent: clarity
Original:  The illegality has omitted certain clearing processes such as safety testing when they are sold by undercover independent vendors on the black market.
Revised:  The illegality has omitted certain clearing processes such as safety testing when they are sold on the black market.
Edit intent: clarity
Original:  Other black market platforms used to sell sex toys on the black market include consumer-to-consumer online auction websites, as well as private pages on social media websites.
Revised:  Other platforms used to sell sex toys on the black market include consumer-to-consumer online auction websites, as well as private pages on social media websites.
Edit intent: clarity
Original:  Some analysts have argued that if efforts in North America to ban realistic-looking sexbots succeed, it may result in a black market trade in sexbots .Klein, Wilhelm EJ, and Vivian Wenli Lin.
Revised:  Some analysts have argued that if efforts in North America to ban realistic-looking sexbots succeed, it may result in a black market trade .Klein, Wilhelm EJ, and Vivian Wenli Lin.
Edit intent: clarity
Original:  Due to the petrol crisis in Nepal, black marketing in fuel has been a commontrend , especially during mass petrol shortage.
Revised:  During the petrol crisis in Nepal, black marketing in fuel has been a commontrend , especially during mass petrol shortage.
Edit intent: fluency
Original:  Due to the petrol crisis in Nepal, black marketing in fuel has been a commontrend , especially during mass petrol shortage.
Revised:  Due to the petrol crisis in Nepal, black marketing in fuel became common , especially during mass petrol shortage.
Edit intent: clarity
Original:  At times, people need to queue for hours or even sometimes overnight to get the fuel.
Revised:  At times, people queued for hours or even sometimes overnight to get the fuel.
Edit intent: clarity
Original:  At times, people need to queue for hours or even sometimes overnight to get the fuel.
Revised:  At times, people need to queue for hours or even overnight to get the fuel.
Edit intent: clarity
Original:  At times, people need to queue for hours or even sometimes overnight to get the fuel.
Revised:  At times, people need to queue for hours or even sometimes overnight to get fuel.
Edit intent: fluency
Original:  On the other hand, the petrol pump operators are alleged to hoarding the fuel, and selling it to black marketers . Black marketing in vehicle/cooking fuel became widespread during the 2015 economic blockade imposed on Nepal .
Revised:  On the other hand, petrol pump operators are alleged to hoarding the fuel, and selling it to black marketers . Black marketing in vehicle/cooking fuel became widespread during the 2015 economic blockade imposed on Nepal .
Edit intent: coherence
Original:  On the other hand, the petrol pump operators are alleged to hoarding the fuel, and selling it to black marketers . Black marketing in vehicle/cooking fuel became widespread during the 2015 economic blockade imposed on Nepal .
Revised:  On the other hand, the petrol pump operators were alleged to hoard the fuel, and selling it to black marketers . Black marketing in vehicle/cooking fuel became widespread during the 2015 economic blockade imposed on Nepal .
Edit intent: fluency
Original:  On the other hand, the petrol pump operators are alleged to hoarding the fuel, and selling it to black marketers . Black marketing in vehicle/cooking fuel became widespread during the 2015 economic blockade imposed on Nepal .
Revised:  On the other hand, the petrol pump operators are alleged to hoarding the fuel, and sell it to black marketers . Black marketing in vehicle/cooking fuel became widespread during the 2015 economic blockade imposed on Nepal .
Edit intent: fluency
Original:  On the other hand, the petrol pump operators are alleged to hoarding the fuel, and selling it to black marketers . Black marketing in vehicle/cooking fuel became widespread during the 2015 economic blockade imposed on Nepal .
Revised:  On the other hand, the petrol pump operators are alleged to hoarding the fuel, and selling it to black marketeers . Black marketing in vehicle/cooking fuel became widespread during the 2015 economic blockade imposed on Nepal .
Edit intent: clarity
Original:  On the other hand, the petrol pump operators are alleged to hoarding the fuel, and selling it to black marketers . Black marketing in vehicle/cooking fuel became widespread during the 2015 economic blockade imposed on Nepal .
Revised:  On the other hand, the petrol pump operators are alleged to hoarding the fuel, and selling it to black marketers . Black marketing in vehicle/cooking fuel became widespread during the 2015 Nepal blockade .
Edit intent: clarity
Original:  Even after the economic blockade was eased, and petrol imports resumed, people are not getting the fuel as they were supposed to and are resort to buying from the black market.
Revised:  Even after this economic blockade was eased, and petrol imports resumed, people are not getting the fuel as they were supposed to and are resort to buying from the black market.
Edit intent: fluency
Original:  Even after the economic blockade was eased, and petrol imports resumed, people are not getting the fuel as they were supposed to and are resort to buying from the black market.
Revised:  Even after the economic blockade was eased, and petrol imports resumed, people were not getting the fuel as they were supposed to and are resort to buying from the black market.
Edit intent: fluency
Original:  Even after the economic blockade was eased, and petrol imports resumed, people are not getting the fuel as they were supposed to and are resort to buying from the black market.
Revised:  Even after the economic blockade was eased, and petrol imports resumed, people are not getting the fuel as intended, and resorted to the black market.
Edit intent: clarity
Original:  Because of the clandestine nature of the black economy it is not possible to determine its size and scope.  
Revised:  Because of the clandestine nature of the black economy it is not possible to determine its size and scope. <ref> 
Edit intent: coherence
Original:  File:Black market in Shinbashi.
Revised: how do I get on the black market??? File:Black market in Shinbashi.
Edit intent: clarity
Original: JPG|upA black market salesman (fly by night) depicted in graffiti in Kharkiv, Ukraine (2008) File:15-10-27-Vista des de l'estàtua de Colom a Barcelona-WMA 2834.jpg|Barcelona 2015 A black market, underground economy or shadow economy, is a clandestine market or series of transactions that has some aspect of illegality or is characterized by some form of noncompliant behavior with an institutional set of rules.
Revised: JPG|upA black market salesman (fly by night) depicted in graffiti in Kharkiv, Ukraine (2008) A black market, underground economy or shadow economy, is a clandestine market or series of transactions that has some aspect of illegality or is characterized by some form of noncompliant behavior with an institutional set of rules.
Edit intent: clarity
Original: %DIFDELCMD < %DIFDELCMD < %%% The black market is distinct from the grey market, in which commodities are distributed through channels that, while legal , are unofficial, unauthorized, or unintended by the original manufacturer, and the white market , in which trade is legal and official.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Background File:Mercado Negro, La Paz, Bolivia.
Revised: %DIFDELCMD < %DIFDELCMD < %%% File:Mercado Negro, La Paz, Bolivia.
Edit intent: coherence
Original:  Four major underground economies can be identified: the illegal economy the unreported economy the unrecorded economy the informal economy%DIFDELCMD < %DIFDELCMD < %%% The "illegal economy" consists of the income produced by those economic activities pursued in violation of legal statutes defining the scope of legitimate forms of commerce.
Revised:  Four major underground economies can be identified: %DIFDELCMD < %DIFDELCMD < %%% The "illegal economy" consists of the income produced by those economic activities pursued in violation of legal statutes defining the scope of legitimate forms of commerce.
Edit intent: clarity
Original:  Weapons Image:Gun pyre in Uhuru Gardens, Nairobi.jpg|upA tower of confiscated smuggled weapons about to be incinerated in Nairobi, Kenya The legislatures of many countries forbid or restrict the personal ownership of weapons.
Revised:  Weapons The legislatures of many countries forbid or restrict the personal ownership of weapons.
Edit intent: clarity
Original:  Illegally logged timber%DIFDELCMD < %DIFDELCMD < %%% The illegal logging of timber has posed as an issue.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% The illegal logging of timber has posed as an issue.
Edit intent: fluency
Original:  Animals and animal products%DIFDELCMD < %DIFDELCMD < %%% In many developing countries, living animals are captured in the wild and sold as pets.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% In many developing countries, living animals are captured in the wild and sold as pets.
Edit intent: coherence
Original:  In several of the states within the United States, laws requiring the pasteurization of milk have created black markets involving the transport and sale of raw milk, and sometimes raw milk cheese which is legal in a number of EU countries but banned in the US if aged less than 60 days%DIFDELCMD < %DIFDELCMD < %%% Alcohol File:
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Alcohol File:
Edit intent: coherence
Original:  In several of the states within the United States, laws requiring the pasteurization of milk have created black markets involving the transport and sale of raw milk, and sometimes raw milk cheese which is legal in a number of EU countries but banned in the US if aged less than 60 days%DIFDELCMD < %DIFDELCMD < %%% Alcohol File:
Revised:  In several of the states within the United States, laws requiring the pasteurization of milk have created black markets involving the transport and sale of raw milk, and sometimes raw milk cheese which is legal in a number of EU countries but banned in the US if aged less than 60 days%DIFDELCMD < %DIFDELCMD < %%% File:
Edit intent: coherence
Original:  Biological organs%DIFDELCMD < %DIFDELCMD < %%% According to the World Health Organization (WHO), illegal organ trade occurs when organs are removed from the body for the purpose of commercial transactions.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% According to the World Health Organization (WHO), illegal organ trade occurs when organs are removed from the body for the purpose of commercial transactions.
Edit intent: coherence
Original:  Racketeering%DIFDELCMD < %DIFDELCMD < %%% A racket is a service that is fraudulently offered to solve a problem, such as for a problem that does not actually exist, that will not be put into effect, or that would not otherwise exist if the racket did not exist.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% A racket is a service that is fraudulently offered to solve a problem, such as for a problem that does not actually exist, that will not be put into effect, or that would not otherwise exist if the racket did not exist.
Edit intent: clarity
Original: David Witwer, "'The Most Racketeer-Ridden Union in America': The Problem of Corruption in the Teamsters Union During the 1930s",  in  Transportation providers Where taxicabs, buses, and other transportation providers are strictly regulated or monopolized by government, a black market typically flourishes to provide transportation to poorly served or overpriced communities.
Revised: David Witwer, "'The Most Racketeer-Ridden Union in America': The Problem of Corruption in the Teamsters Union During the 1930s", However, in Transportation providers Where taxicabs, buses, and other transportation providers are strictly regulated or monopolized by government, a black market typically flourishes to provide transportation to poorly served or overpriced communities.
Edit intent: coherence
Original: David Witwer, "'The Most Racketeer-Ridden Union in America': The Problem of Corruption in the Teamsters Union During the 1930s",  in  Transportation providers Where taxicabs, buses, and other transportation providers are strictly regulated or monopolized by government, a black market typically flourishes to provide transportation to poorly served or overpriced communities.
Revised: David Witwer, "'The Most Racketeer-Ridden Union in America': The Problem of Corruption in the Teamsters Union During the 1930s", in some limited situations, consumers conclude that they are actually better off using black market services, particularly when government regulations hinder what would otherwise be a legitimate competitive service. For example: Unlicensed taxicabs. In Baltimore, it has been reported that many consumers actively prefer illegal taxis, citing that they are more available, convenient, and priced fairly. Transportation providers Where taxicabs, buses, and other transportation providers are strictly regulated or monopolized by government, a black market typically flourishes to provide transportation to poorly served or overpriced communities.
Edit intent: coherence