wanyu/IteraTeR_full_sent huggingface dataset:
Original:  Effects on mangrove forests Compared to seagrass beds and coral reefs, hypoxia is more common on a regular basis on mangrove ecosystems, through ocean deoxygenation is compounding the negative effects by anthropogenic nutrient inputs and land use modification.
Revised:  Mangrove forests Compared to seagrass beds and coral reefs, hypoxia is more common on a regular basis on mangrove ecosystems, through ocean deoxygenation is compounding the negative effects by anthropogenic nutrient inputs and land use modification.
Edit intent: clarity
Original:  Full report. Gland, Switzerland: IUCN. . Burning fossil fuels consumes oxygen, but because of the large atmospheric oxygen inventory, the associated relative decline of atmospheric oxygen (0.001\% per year) is about two orders of magnitude smaller than the current rate of ocean deoxygenation.
Revised:  IUCN, Switzerland . Burning fossil fuels consumes oxygen, but because of the large atmospheric oxygen inventory, the associated relative decline of atmospheric oxygen (0.001\% per year) is about two orders of magnitude smaller than the current rate of ocean deoxygenation.
Edit intent: coherence
Original: Oceans suffocating as huge dead zones quadruple since 1950, scientists warn The Guardian, 2018Ocean's Oxygen Starts Running LowFinding forced trends in oceanic oxygenHow global warming is causing ocean oxygen levels to fall Ocean deoxygenation poses implications for ocean productivity, nutrient cycling, carbon cycling, and marine habitats.
Revised: Oceans suffocating as huge dead zones quadruple since 1950, scientists warn The Guardian, 2018Ocean's Oxygen Starts Running LowFinding forced trends in oceanic oxygenHow global warming is causing ocean oxygen levels to fall 
Edit intent: coherence
Original:  "  People in hacker culture have a unique desire to practice their skills while simultaneously trying to have fun like children.
Revised:  " and therefore the term "hacks" came about, with early examples including pranks at MIT done by students to demonstrate their technical aptitude and cleverness. Therefore, the hacker culture originally emerged in academia in the 1960s around the Massachusetts Institute of Technology (MIT)'s Tech Model Railroad Club (TMRC) and MIT Artificial Intelligence Laboratory.Words to Avoid (or Use with Care) Because They Are Loaded or Confusing (gnu.org) Hacking originally involved entering restricted areas in a clever way without causing any major damages. Some famous hacks at the Massachusetts Institute of Technology were placing of a campus police cruiser on the roof of the Great Dome and converting the Great Dome into R2-D2. People in hacker culture have a unique desire to practice their skills while simultaneously trying to have fun like children.
Edit intent: meaning-changed
Original:  "  People in hacker culture have a unique desire to practice their skills while simultaneously trying to have fun like children.
Revised:  " Hackers from this subculture tend to emphatically differentiate themselves from what they pejoratively call "crackers"; those who are generally referred to by media and members of the general public using the term "hacker", and whose primary focusbe it to malign or for malevolent purposeslies in exploiting weaknesses in computer security.
Edit intent: meaning-changed
Original: Internet Users' Glossary (Request for Comments 1392), January 1993 The media started using the word "hacker" heavily when Google Maps was released to the public in 2005. People would mess with Google's code to add whatever they wanted to the map, which caught wind with the media and hackers began to have a negative connotation.
Revised: Internet Users' Glossary (Request for Comments 1392), January 1993 
Edit intent: coherence
Original:  Hacker vs. Cracker Some common nicknames among this culture include "crackers" who are unskilled thieves who mainly rely on luck. Others include "phreak"which refers to a type of skilled crackers and "warez d00dz"which is a kind of cracker that acquires reproductions of copyrighted software. Furthermore, there are other hackers who are hired to test security, they are called "pentesters" or "tiger teams".
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Hackers from this subculture tend to emphatically differentiate themselves from what they pejoratively call "crackers"; those who are generally referred to by media and members of the general public using the term "hacker", and whose primary focusbe it to malign or for malevolent purposeslies in exploiting weaknesses in computer security.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  History Activities of playful cleverness can be said to have " hack value " and therefore the term " hacks " came about, with early examples including pranks at MIT done by students to demonstrate their technical aptitude and cleverness.
Revised:  History Some common nicknames among this culture include " hack value " and therefore the term " hacks " came about, with early examples including pranks at MIT done by students to demonstrate their technical aptitude and cleverness.
Edit intent: meaning-changed
Original:  History Activities of playful cleverness can be said to have " hack value " and therefore the term " hacks " came about, with early examples including pranks at MIT done by students to demonstrate their technical aptitude and cleverness.
Revised:  History Activities of playful cleverness can be said to have " crackers " and therefore the term " hacks " came about, with early examples including pranks at MIT done by students to demonstrate their technical aptitude and cleverness.
Edit intent: clarity
Original:  History Activities of playful cleverness can be said to have " hack value " and therefore the term " hacks " came about, with early examples including pranks at MIT done by students to demonstrate their technical aptitude and cleverness.
Revised:  History Activities of playful cleverness can be said to have " hack value " who are unskilled thieves who mainly rely on luck. Others include " hacks " came about, with early examples including pranks at MIT done by students to demonstrate their technical aptitude and cleverness.
Edit intent: meaning-changed
Original:  History Activities of playful cleverness can be said to have " hack value " and therefore the term " hacks " came about, with early examples including pranks at MIT done by students to demonstrate their technical aptitude and cleverness.
Revised:  History Activities of playful cleverness can be said to have " hack value " and therefore the term " phreak " came about, with early examples including pranks at MIT done by students to demonstrate their technical aptitude and cleverness.
Edit intent: meaning-changed
Original:  History Activities of playful cleverness can be said to have " hack value " and therefore the term " hacks " came about, with early examples including pranks at MIT done by students to demonstrate their technical aptitude and cleverness. Therefore, the hacker culture originally emerged in academia in the 1960s around the Massachusetts Institute of Technology (MIT)'s Tech Model Railroad Club (TMRC) and MIT Artificial Intelligence Laboratory. Words to Avoid (or Use with Care) Because They Are Loaded or Confusing (gnu.org) Hacking originally involved entering restricted areas in a clever way without causing any major damages. Some famous hacks at the Massachusetts Institute of Technology were placing of a campus police cruiser on the roof of the Great Dome and converting the Great Dome into R2-D2.
Revised:  History Activities of playful cleverness can be said to have " hack value " and therefore the term " hacks " which refers to a type of skilled crackers and "warez d00dz"which is a kind of cracker that acquires reproductions of copyrighted software. Within all hackers are tiers of hackers such as the "samurai" who are hackers that hire themselves out for legal electronic locksmith work. Furthermore, there are other hackers who are hired to test security, they are called "pentesters" or "tiger teams".
Edit intent: meaning-changed
Original:     These sorts of subcultures were commonly found at other college campuses, including the University of California, Berkeley and Carnegie Mellon University , in addition to the MIT Artificial Intelligence Laboratory, were particularly well-known hotbeds of early hacker culture.
Revised:  Before communications between computers and computer users were as networked as they are now, there were multiple independent and parallel hacker subcultures, often unaware or only partially aware of each other's existence. All of these had certain important traits in common: These sorts of subcultures were commonly found at other college campuses, including the University of California, Berkeley and Carnegie Mellon University , in addition to the MIT Artificial Intelligence Laboratory, were particularly well-known hotbeds of early hacker culture.
Edit intent: meaning-changed
Original:     These sorts of subcultures were commonly found at other college campuses, including the University of California, Berkeley and Carnegie Mellon University , in addition to the MIT Artificial Intelligence Laboratory, were particularly well-known hotbeds of early hacker culture.
Revised:  Creating software and sharing it with each other Placing a high value on freedom of inquiry Hostility to secrecy Information-sharing as both an ideal and a practical strategy Upholding the right to fork Emphasis on rationality Distaste for authority Playful cleverness, taking the serious humorously and humor seriously These sorts of subcultures were commonly found at other college campuses, including the University of California, Berkeley and Carnegie Mellon University , in addition to the MIT Artificial Intelligence Laboratory, were particularly well-known hotbeds of early hacker culture.
Edit intent: meaning-changed
Original:     These sorts of subcultures were commonly found at other college campuses, including the University of California, Berkeley and Carnegie Mellon University , in addition to the MIT Artificial Intelligence Laboratory, were particularly well-known hotbeds of early hacker culture.
Revised:  The Glider, proposed as an emblem of the "hacker community" by Eric S. Raymond. These sorts of subcultures were commonly found at other college campuses, including the University of California, Berkeley and Carnegie Mellon University , in addition to the MIT Artificial Intelligence Laboratory, were particularly well-known hotbeds of early hacker culture.
Edit intent: meaning-changed
Original:     These sorts of subcultures were commonly found at other college campuses, including the University of California, Berkeley and Carnegie Mellon University , in addition to the MIT Artificial Intelligence Laboratory, were particularly well-known hotbeds of early hacker culture.
Revised:  These sorts of subcultures were commonly found at academic settings such as college campuses. The MIT Artificial Intelligence Laboratory, the University of California, Berkeley and Carnegie Mellon University , in addition to the MIT Artificial Intelligence Laboratory, were particularly well-known hotbeds of early hacker culture.
Edit intent: clarity
Original:     These sorts of subcultures were commonly found at other college campuses, including the University of California, Berkeley and Carnegie Mellon University , in addition to the MIT Artificial Intelligence Laboratory, were particularly well-known hotbeds of early hacker culture.
Revised:  These sorts of subcultures were commonly found at other college campuses, including the University of California, Berkeley and Carnegie Mellon University were particularly well-known hotbeds of early hacker culture.
Edit intent: coherence
Original:   The concentration of academic hacker subculture has paralleled and partly been driven by the commoditization of computer and networking technology, and has, in turn, accelerated that process.
Revised:  Symptomatic of this evolution were an increasing adoption of common slang and a shared view of history, similar to the way in which other occupational groups have professionalized themselves but without the formal credentialing process characteristic of most professional groups. The concentration of academic hacker subculture has paralleled and partly been driven by the commoditization of computer and networking technology, and has, in turn, accelerated that process.
Edit intent: meaning-changed
Original:  Before communications between computers and computer users were as networked as they are now, there were multiple independent and parallel hacker subcultures, often unaware or only partially aware of each other's existence. All of these had certain important traits in common:%DIFDELCMD < %DIFDELCMD < %%% Creating software and sharing it with each other Placing a high value on freedom of inquiry Hostility to secrecy Information-sharing as both an ideal and a practical strategy Upholding the right to fork Emphasis on rationality Distaste for authority Playful cleverness, taking the serious humorously and humor seriously The Glider, proposed as an emblem of the "hacker community" by Eric S. Raymond .
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Creating software and sharing it with each other Placing a high value on freedom of inquiry Hostility to secrecy Information-sharing as both an ideal and a practical strategy Upholding the right to fork Emphasis on rationality Distaste for authority Playful cleverness, taking the serious humorously and humor seriously The Glider, proposed as an emblem of the "hacker community" by Eric S. Raymond .
Edit intent: coherence
Original:  All of these had certain important traits in common:%DIFDELCMD < %DIFDELCMD < %%% Creating software and sharing it with each other Placing a high value on freedom of inquiry Hostility to secrecy Information-sharing as both an ideal and a practical strategy Upholding the right to fork Emphasis on rationality Distaste for authority Playful cleverness, taking the serious humorously and humor seriously The Glider, proposed as an emblem of the "hacker community" by Eric S. Raymond .
Revised:  All of these had certain important traits in common:%DIFDELCMD < %DIFDELCMD < %%% The Glider, proposed as an emblem of the "hacker community" by Eric S. Raymond .
Edit intent: coherence
Original:  All of these had certain important traits in common:%DIFDELCMD < %DIFDELCMD < %%% Creating software and sharing it with each other Placing a high value on freedom of inquiry Hostility to secrecy Information-sharing as both an ideal and a practical strategy Upholding the right to fork Emphasis on rationality Distaste for authority Playful cleverness, taking the serious humorously and humor seriously The Glider, proposed as an emblem of the "hacker community" by Eric S. Raymond .
Revised:  All of these had certain important traits in common:%DIFDELCMD < %DIFDELCMD < %%% Creating software and sharing it with each other Placing a high value on freedom of inquiry Hostility to secrecy Information-sharing as both an ideal and a practical strategy Upholding the right to fork Emphasis on rationality Distaste for authority Playful cleverness, taking the serious humorously and humor seriously .
Edit intent: coherence
Original: In   Germany, the book was deemed "harmful to minors" and its sales and marketing severely restricted from 1995 to 2000.
Revised: In the United States, the book was named the 53rd most banned and challenged book from 1990-1999 by the American Library Association. Germany, the book was deemed "harmful to minors" and its sales and marketing severely restricted from 1995 to 2000.
Edit intent: meaning-changed
Original:  In New Zealand, the Government's Office of Film & Literature Classification has rated the book as R18 . The book may not be sold or lent in libraries to those under 18 years of age  .
Revised:  In New Zealand, the Government's Office of Film & Literature Classification has rated the book as R18 (i.e., the book may not be sold or lent in libraries to those under 18 years of age .
Edit intent: coherence
Original:  In New Zealand, the Government's Office of Film & Literature Classification has rated the book as R18 . The book may not be sold or lent in libraries to those under 18 years of age  .
Revised:  In New Zealand, the Government's Office of Film & Literature Classification has rated the book as R18 . The book may not be sold or lent in libraries to those under 18 years of age ) .
Edit intent: fluency
Original: More extreme methods, such as Marc Weissbluth's extinction method, are often mistakenly referred to as "Ferberization", though they fall outside of the guidelines Ferber recommended  . Some pediatricians,Mistaken Approaches to Night Waking Excerpt from Sweet Dreams: A pediatrician's secrets for your child's good night sleep Lowell House, 22–28 By Paul M. Fleiss, MD, MPH, FAAP, 2000 however, feel that any form of CIO is unnecessary and damaging to a baby.
Revised: Other CIO methods, such as Marc Weissbluth's extinction method, are often mistakenly referred to as "Ferberization", though they fall outside of the guidelines Ferber recommended . Some pediatricians,Mistaken Approaches to Night Waking Excerpt from Sweet Dreams: A pediatrician's secrets for your child's good night sleep Lowell House, 22–28 By Paul M. Fleiss, MD, MPH, FAAP, 2000 however, feel that any form of CIO is unnecessary and damaging to a baby.
Edit intent: clarity
Original: More extreme methods, such as Marc Weissbluth's extinction method, are often mistakenly referred to as "Ferberization", though they fall outside of the guidelines Ferber recommended  . Some pediatricians,Mistaken Approaches to Night Waking Excerpt from Sweet Dreams: A pediatrician's secrets for your child's good night sleep Lowell House, 22–28 By Paul M. Fleiss, MD, MPH, FAAP, 2000 however, feel that any form of CIO is unnecessary and damaging to a baby.
Revised: More extreme methods, such as Marc Weissbluth's extinction method, is often mistakenly referred to as "Ferberization", though they fall outside of the guidelines Ferber recommended . Some pediatricians,Mistaken Approaches to Night Waking Excerpt from Sweet Dreams: A pediatrician's secrets for your child's good night sleep Lowell House, 22–28 By Paul M. Fleiss, MD, MPH, FAAP, 2000 however, feel that any form of CIO is unnecessary and damaging to a baby.
Edit intent: fluency
Original: More extreme methods, such as Marc Weissbluth's extinction method, are often mistakenly referred to as "Ferberization", though they fall outside of the guidelines Ferber recommended  . Some pediatricians,Mistaken Approaches to Night Waking Excerpt from Sweet Dreams: A pediatrician's secrets for your child's good night sleep Lowell House, 22–28 By Paul M. Fleiss, MD, MPH, FAAP, 2000 however, feel that any form of CIO is unnecessary and damaging to a baby.
Revised: More extreme methods, such as Marc Weissbluth's extinction method, are often mistakenly referred to as "Ferberization", though they fall outside of the guidelines Ferber recommended . "Ferberization" is referred to as graduated extinction by Weissbluth . Some pediatricians,Mistaken Approaches to Night Waking Excerpt from Sweet Dreams: A pediatrician's secrets for your child's good night sleep Lowell House, 22–28 By Paul M. Fleiss, MD, MPH, FAAP, 2000 however, feel that any form of CIO is unnecessary and damaging to a baby.
Edit intent: meaning-changed
Original:  may collate the various pieces of the informational puzzle in order to develop a long term strategy of engagement with the ever-changing "environment . "  Moreover, the orbitofrontal cortex may show the greatest change in blood oxygenation (BOLD level) when an organism thinks of the broad, and amorphous category referred to as "the environment . "  Research in this area is showing an increase in climate change related emotional experiences that are seen to be inherently adaptive.
Revised:  may collate the various pieces of the informational puzzle in order to develop a long term strategy of engagement with the ever-changing "environment " Moreover, the orbitofrontal cortex may show the greatest change in blood oxygenation (BOLD level) when an organism thinks of the broad, and amorphous category referred to as "the environment . " Research in this area is showing an increase in climate change related emotional experiences that are seen to be inherently adaptive.
Edit intent: fluency
Original:  may collate the various pieces of the informational puzzle in order to develop a long term strategy of engagement with the ever-changing "environment . "  Moreover, the orbitofrontal cortex may show the greatest change in blood oxygenation (BOLD level) when an organism thinks of the broad, and amorphous category referred to as "the environment . "  Research in this area is showing an increase in climate change related emotional experiences that are seen to be inherently adaptive.
Revised:  may collate the various pieces of the informational puzzle in order to develop a long term strategy of engagement with the ever-changing "environment . " . Moreover, the orbitofrontal cortex may show the greatest change in blood oxygenation (BOLD level) when an organism thinks of the broad, and amorphous category referred to as "the environment . " Research in this area is showing an increase in climate change related emotional experiences that are seen to be inherently adaptive.
Edit intent: fluency
Original:  may collate the various pieces of the informational puzzle in order to develop a long term strategy of engagement with the ever-changing "environment . "  Moreover, the orbitofrontal cortex may show the greatest change in blood oxygenation (BOLD level) when an organism thinks of the broad, and amorphous category referred to as "the environment . "  Research in this area is showing an increase in climate change related emotional experiences that are seen to be inherently adaptive.
Revised:  may collate the various pieces of the informational puzzle in order to develop a long term strategy of engagement with the ever-changing "environment . " Moreover, the orbitofrontal cortex may show the greatest change in blood oxygenation (BOLD level) when an organism thinks of the broad, and amorphous category referred to as "the environment " Research in this area is showing an increase in climate change related emotional experiences that are seen to be inherently adaptive.
Edit intent: fluency
Original:  may collate the various pieces of the informational puzzle in order to develop a long term strategy of engagement with the ever-changing "environment . "  Moreover, the orbitofrontal cortex may show the greatest change in blood oxygenation (BOLD level) when an organism thinks of the broad, and amorphous category referred to as "the environment . "  Research in this area is showing an increase in climate change related emotional experiences that are seen to be inherently adaptive.
Revised:  may collate the various pieces of the informational puzzle in order to develop a long term strategy of engagement with the ever-changing "environment . " Moreover, the orbitofrontal cortex may show the greatest change in blood oxygenation (BOLD level) when an organism thinks of the broad, and amorphous category referred to as "the environment . " . Research in this area is showing an increase in climate change related emotional experiences that are seen to be inherently adaptive.
Edit intent: fluency