wanyu/IteraTeR_v2 huggingface dataset:
Original:  Ayman al-Zawahiri, al-Qaeda's second in command  has released a new videotape calling for a holy war agianst the "Zionists and crusaders" and says that "the war with Israel does not depend on ceasefires." Zawahiri also said that the entire planet is an "open battlefield  " and that "we [al-Qaeda] will attack everywhere." Zawahiri also said that rockets Israel is using to take out Hezbollah are supplied by the "countries of the crusader coalition."
Revised:  Ayman al-Zawahiri, al-Qaeda's second in command has released a new videotape calling for a holy war agianst the "Zionists and crusaders" and says that "the war with Israel does not depend on ceasefires." Zawahiri also said that the entire planet is an "open battlefield " and that "we [al-Qaeda] will attack everywhere." He claimed that the rockets Israel is using to take out Hezbollah are supplied by the "countries of the crusader coalition."
Edit intent: coherence
Original:  " The entire world is an open battlefield for us and since they are attacking us everywhere, we will attack everywhere .
Revised:  " Since they are attacking us everywhere, we will attack everywhere .
Edit intent: clarity
Original:  In the video, an image of the burning World Trade Center towers could be seen in the background and the images of two other militants, Mohammed Atta and Mohammed Atef  were also present in the background.
Revised:  In the video, an image of the burning World Trade Center towers could be seen in the background and the images of two other militants, Mohammed Atta and Mohammed Atef , were also present in the background.
Edit intent: fluency
Original: Black and white photograph of Ayman al-Zawahiri.
Revised:  Ayman al-Zawahiri.
Edit intent: clarity
Original:  " --Eric Bash 02:45, 15 Feb 2005 (UTC
Revised:  --Eric Bash 02:45, 15 Feb 2005 (UTC
Edit intent: fluency
Original:  " --Eric Bash 02:45, 15 Feb 2005 (UTC
Revised:  " 
Edit intent: coherence
Original:  He asked President  Bush how he could work with Democratic congressional leaders “ who seem to have divorced themselves from reality."
Revised:  He asked President George W. Bush how he could work with Democratic congressional leaders “ who seem to have divorced themselves from reality."
Edit intent: clarity
Original:  He asked President  Bush how he could work with Democratic congressional leaders “ who seem to have divorced themselves from reality."
Revised:  He asked President Bush how he could work with Democratic congressional leaders " who seem to have divorced themselves from reality."
Edit intent: fluency
Original:  Bloggers, seeing this as a “softball” question almost immediately began to question Guckert’s credentials and motives.
Revised:  Bloggers, seeing this as a "softball" question almost immediately began to question Guckert’s credentials and motives.
Edit intent: fluency
Original: 220px|This picture shows Saddam Hussein during his first appearance at the Iraqi Specail Tribunal.
Revised: 220px|This picture shows Saddam Hussein during his first appearance at the Iraqi Special Tribunal.
Edit intent: fluency
Original:  As Hussein’s defence team has been boycotting the trial, replacement lawyers have been selected by the court .
Revised:  As Hussein’s defense team has been boycotting the trial, replacement lawyers have been selected by the court .
Edit intent: fluency
Original:  As Hussein’s defence team has been boycotting the trial, replacement lawyers have been selected by the court .
Revised:  As Hussein’s defence team has been boycotting the trial, the court has selected replacement lawyers .
Edit intent: clarity
Original:  Like he did yesterday, Judge Raouf Abdel Rahman again slated Hussein’s defence lawyers for avoiding the court.
Revised:  Like he did yesterday, Judge Raouf Abdel Rahman again slated Hussein’s defense lawyers for avoiding the court.
Edit intent: fluency
Original:  This behaviour will harm you, the defendants.
Revised:  This behavior will harm you, the defendants.
Edit intent: fluency
Original:  One of them, Iraq’s former Vice-President Taha Yassin Ramadan, today refused to allow the appointed representative to stand for him.
Revised:  Iraq’s former Vice-President Taha Yassin Ramadan, today refused to allow the appointed representative to stand for him.
Edit intent: clarity
Original:  The trial of Saddam Hussein has been adjourned until 16 October, which is when the Iraq Special Tribunal is expected to pronounce its judgment.
Revised:  The trial of Saddam Hussein has been adjourned until 16 October, which is when the is expected to pronounce its judgment.
Edit intent: clarity
Original:  As Hussein ’ s defense team has been boycotting the trial demanding better security after three of their numbers were murdered, the court has selected replacement lawyers.
Revised:  As Hussein ' s defense team has been boycotting the trial demanding better security after three of their numbers were murdered, the court has selected replacement lawyers.
Edit intent: fluency
Original:  “ I do not know who this lawyer is or his name, ” he said.
Revised:  " I do not know who this lawyer is or his name, ” he said.
Edit intent: fluency
Original:  “ I do not know who this lawyer is or his name, ” he said.
Revised:  “ I do not know who this lawyer is or his name, " he said.
Edit intent: fluency
Original:  “They’ re sitting abroad now generating fame by issuing political statements on television stations as if this case is a political one.
Revised:  "They' re sitting abroad now generating fame by issuing political statements on television stations as if this case is a political one.
Edit intent: fluency
Original:  This is a criminal case, not a political one, ” Mr Rahman warned.
Revised:  This is a criminal case, not a political one, " Mr Rahman warned.
Edit intent: fluency
Original:  Most of Hussein’s legal team is based in Amman , the capital of Jordan.
Revised:  Most of Hussein’s legal team is based in , the capital of Jordan.
Edit intent: clarity
Original:  Plans call for a total of $10.2 million  over three years to Rutgers and these institutions to advance efforts aimed at identifying common patterns from numerous sources of information.
Revised:  Plans call for a total of $10.2 million in funding over three years to Rutgers and these institutions to advance efforts aimed at identifying common patterns from numerous sources of information.
Edit intent: clarity
Original:  Plans call for a total of $10.2 million  over three years to Rutgers and these institutions to advance efforts aimed at identifying common patterns from numerous sources of information.
Revised:  Plans call for a total of $10.2 million over three years for Rutgers and these institutions to advance efforts aimed at identifying common patterns from numerous sources of information.
Edit intent: fluency
Original: According to Fred Roberts, director of Rutgers' Center for Discrete Mathematics and Theoretical Computer Science (DIMACS), the efforts will "develop real-time streaming algorithms to find patterns and relationships in communications, such as among writers who may be legally hiding their identities, and to rate information sources for their reliability and trustworthiness."
Revised: According to Fred Roberts, director of Rutgers' Center for Discrete Mathematics and Theoretical Computer Science (DIMACS), the efforts will "develop real-time streaming algorithms to find patterns and relationships in communications, such as among writers who may be hiding their identities, and to rate information sources for their reliability and trustworthiness."
Edit intent: clarity
Original: An eastbound Piccadilly Line train collided with the rubble, but London Underground said the train stayed on the tracks.
Revised: The eastbound Piccadilly Line train collided with the rubble, but London Underground said the train stayed on the tracks.
Edit intent: fluency
Original: The eastbound Piccadilly Line train collided with the rubble, but London Underground said the train stayed on the tracks.
Revised: An eastbound Piccadilly Line train collided with the rubble, but London Underground said the train stayed on the tracks.
Edit intent: fluency
Original:  An eastbound Piccadilly Line train collided with the rubble, but London Underground said the train stayed on the tracks.
Revised:  The train collided with the rubble, but London Underground said the train stayed on the tracks.
Edit intent: clarity
Original: The Tech Beat, an online extension of BusinessWeek Magazine , posted a profile of Wikinews on Tuesday.
Revised: The Tech Beat, an online extension of BusinessWeek magazine , posted a profile of Wikinews on Tuesday.
Edit intent: fluency
Original: %DIFDELCMD < %DIFDELCMD < %%% The recent offer by Google to host Wikipedia, an open content encyclopedia, was also mentioned to attest to the potential of Wikinews.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: Org, an anime centric fan fiction site popular in the mid-2000 that is largely absent a moderators at the moment.
Revised: Org, an anime centric fan fiction site popular in the mid-'00s that is largely absent a moderators at the moment.
Edit intent: fluency
Original:  The site saw in increase in traffic earlier this year, going from 24,156 at the end of December 2011 according to Quantcast''  to 58,558 visited at the end of March 2012.
Revised:  The site saw an increase in traffic earlier this year, going from 24,156 at the end of December 2011 according to Quantcast'' to 58,558 visited at the end of March 2012.
Edit intent: fluency
Original:  The site saw in increase in traffic earlier this year, going from 24,156 at the end of December 2011 according to Quantcast''  to 58,558 visited at the end of March 2012.
Revised:  The site saw in increase in traffic earlier this year, going from 24,156 at end-December, according to Quantcast'' to 58,558 visited at the end of March 2012.
Edit intent: clarity
Original:  The site saw in increase in traffic earlier this year, going from 24,156 at the end of December 2011 according to Quantcast''  to 58,558 visited at the end of March 2012.
Revised:  The site saw in increase in traffic earlier this year, going from 24,156 at the end of December 2011 according to Quantcast'' , to 58,558 visited at the end of March 2012.
Edit intent: fluency
Original:  The site saw in increase in traffic earlier this year, going from 24,156 at the end of December 2011 according to Quantcast''  to 58,558 visited at the end of March 2012.
Revised:  The site saw in increase in traffic earlier this year, going from 24,156 at the end of December 2011 according to Quantcast'' to 58,558 visitors at the end of March 2012.
Edit intent: fluency
Original:  The site saw in increase in traffic earlier this year, going from 24,156 at the end of December 2011 according to Quantcast''  to 58,558 visited at the end of March 2012.
Revised:  The site saw in increase in traffic earlier this year, going from 24,156 at the end of December 2011 according to Quantcast'' to 58,558 visited at the end of March this year.
Edit intent: clarity
Original:  Two weeks ago , purged the site of much of the adult content, surprising many fan fiction readers and writers;
Revised:  Two weeks ago purged the site of much of the adult content, surprising many fan fiction readers and writers;
Edit intent: fluency
Original:  this leaving several archives on the Internet unprepared for a deluge of new users, with problems continuing to this day.
Revised:  leaving several archives on the Internet unprepared for a deluge of new users, with problems continuing to this day.
Edit intent: coherence
Original:  this leaving several archives on the Internet unprepared for a deluge of new users, with problems continuing to this day.
Revised:  this leaving several archives on the Internet unprepared for a deluge of new users, problems continuing to this day.
Edit intent: fluency
Original: Net removed approximately 62,000 stories after a change allowing writers under the age of 18 to register.
Revised: Net removed around 62,000 stories after a change allowing writers under the age of 18 to register.
Edit intent: clarity
Original: Net removed approximately 62,000 stories after a change allowing writers under the age of 18 to register.
Revised: Net removed approximately 62,000 stories after a change allowing writers under the age of eighteen to register.
Edit intent: fluency
Original:  Two weeks ago  purged the site of much of the adult content, surprising many fan fiction readers and writers;
Revised:  Two weeks ago , purged the site of much of the adult content, surprising many fan fiction readers and writers;
Edit intent: fluency
Original:  Despite the purge, Alexa reports no drop in traffic to FanFiction.
Revised:  Despite the purge, reports no drop in traffic to FanFiction.
Edit intent: clarity
Original: Net. __TOC__ Some in the fan community blamed  Critics United for the purge, and a few Tumblr users  created a group to fight  them.
Revised: Net. __TOC__ Some in the fan community blamed Critics United for the purge, and a few Tumblr users have created a group to fight them.
Edit intent: fluency
Original: Net. __TOC__ Some in the fan community blamed  Critics United for the purge, and a few Tumblr users  created a group to fight  them.
Revised: Net. __TOC__ Some in the fan community blamed Critics United for the purge, and a few Tumblr users created a group to fight back against them.
Edit intent: clarity
Original:  With these sentiments being echoed on LiveJournal , jessioriginal reported threats from the group at the same time the purge took place.
Revised:  With these sentiments being echoed on , jessioriginal reported threats from the group at the same time the purge took place.
Edit intent: clarity
Original:  By earlier today, 224 people signed it including Danny Kleemann of Peoria, Illinois, Brian George O'Connor of Chatham, New York, Tegan Chin of Arlington, Texas, HOLLY Reichert of Euclid, Ohio, Claire Owen of Houston, Texas, Joanna Zhang of Charlotte, North Carolina, Amber Keystone of Monroe, Louisiana, Lily Hamilton of Charlotte, North Carolina, Allison Law of Charlotte, North Carolina and Erica Winchester of Clinton, Massachusetts who all signed today.
Revised:  By earlier today, 224 people signed it including Danny Kleemann of Peoria, Illinois, Brian George O'Connor of Chatham, New York, Tegan Chin of Arlington, Texas, Holly Reichert of Euclid, Ohio, Claire Owen of Houston, Texas, Joanna Zhang of Charlotte, North Carolina, Amber Keystone of Monroe, Louisiana, Lily Hamilton of Charlotte, North Carolina, Allison Law of Charlotte, North Carolina and Erica Winchester of Clinton, Massachusetts who all signed today.
Edit intent: fluency
Original:  If it upsets you, then be MATURE enough to not read it." !--OK, BMcN--> People continue to support the petition, with Maria Adams of , California, Matthew Sandrock of , California, Jessie Brown of , Mississippi, Cynthia Mora of , Washington, Anis Rosdi of , James Clarke of , North Carolina, Blair Ritchie of , Oregon, Rianna McMahan of , Washington, Hannah Johnson of , California and C.J. Concepcion of signing today.
Revised:  If it upsets you, then be MATURE enough to not read it." People continue to support the petition, with Maria Adams of , California, Matthew Sandrock of , California, Jessie Brown of , Mississippi, Cynthia Mora of , Washington, Anis Rosdi of , James Clarke of , North Carolina, Blair Ritchie of , Oregon, Rianna McMahan of , Washington, Hannah Johnson of , California and C.J. Concepcion of signing today.
Edit intent: coherence
Original:  The purge story was picked up by Hannah Ellison at the two days ago, and compared the FanFiction.
Revised:  The story was picked up by Hannah Ellison at the two days ago, and compared the FanFiction.
Edit intent: clarity
Original:  artefacts that either follow the rules or don't." Ellison's post earned  1,900 + FaceBook likes, with 50 comments on the article.
Revised:  artefacts that either follow the rules or don't." Ellison's post earned over 1,900 + FaceBook likes, with 50 comments on the article.
Edit intent: clarity
Original:  artefacts that either follow the rules or don't." Ellison's post earned  1,900 + FaceBook likes, with 50 comments on the article.
Revised:  artefacts that either follow the rules or don't." Ellison's post earned 1,900 Facebook likes, with 50 comments on the article.
Edit intent: clarity
Original:  The traffic increase came on the back of Quantcast reported increase earlier in the year,  57,201 visitors at the end of April, up from 40,560 at the end of March.
Revised:  The traffic increase came on the back of Quantcast reported increase earlier in the year, with the site reaching 57,201 visitors at the end of April, up from 40,560 at the end of March.
Edit intent: clarity
Original:  This matches organizationally reported increase . AO3 took measures to reduce server load such as disabling tag filtering, improving statistics caching, turning off alphabetical listing of users, suspending the ability for people to request invitations to , and from , the site.
Revised:  This matches AO3's self-reported traffic figures . AO3 took measures to reduce server load such as disabling tag filtering, improving statistics caching, turning off alphabetical listing of users, suspending the ability for people to request invitations to , and from , the site.
Edit intent: clarity
Original:  This matches organizationally reported increase . AO3 took measures to reduce server load such as disabling tag filtering, improving statistics caching, turning off alphabetical listing of users, suspending the ability for people to request invitations to , and from , the site.
Revised:  This matches organizationally reported increase . AO3 took measures to reduce server load such as disabling tag filtering, improving statistics caching, turning off alphabetical listing of users, suspending the ability for people to request invitations to and from the site.
Edit intent: clarity
Original: Net's adult content purge, AO3 '' 's invitation code queue exceeded 17,000.
Revised: Net's adult content purge, AO3 's invitation code queue exceeded 17,000.
Edit intent: fluency
Original: Org, an anime centric fan fiction site popular in the mid-'00s that is largely absent a moderators at the moment.
Revised: Org, an anime-centric fan fiction site popular in the mid-'00s that is largely absent a moderators at the moment.
Edit intent: fluency
Original: Org, an anime centric fan fiction site popular in the mid-'00s that is largely absent a moderators at the moment.
Revised: Org, an anime centric fan fiction site popular in the mid-'00s that is largely absent of moderators at the moment.
Edit intent: fluency
Original:  The site saw an increase in traffic earlier this year, going from 24,156 at end-December , according to Quantcast '' , to 58,558 visitors at the end of March this year.
Revised:  The site saw an increase in traffic earlier this year, going from 24,156 at the end of December , according to Quantcast '' , to 58,558 visitors at the end of March this year.
Edit intent: fluency
Original:  The site saw an increase in traffic earlier this year, going from 24,156 at end-December , according to Quantcast '' , to 58,558 visitors at the end of March this year.
Revised:  The site saw an increase in traffic earlier this year, going from 24,156 at end-December , according to Quantcast , to 58,558 visitors at the end of March this year.
Edit intent: fluency
Original:  According to Tikatu, a member of FanFiction.net Writers Unite, an eFiction software based site, YourFanFiction.com went down under the additional traffic strain.
Revised:  According to Tikatu, a member of FanFiction.net Writers Unite, the eFiction software based site, YourFanFiction.com went down under the additional traffic strain.
Edit intent: fluency
Original: Net users called Critics United for the purge, and a few Tumblr users have created a group to fight back against them.
Revised: Net users called Critics United for the purge, and a few Tumblr users created a group to fight back against them.
Edit intent: clarity
Original: Net users called Critics United for the purge, and a few Tumblr users have created a group to fight back against them.
Revised: Net users called Critics United for the purge, and a few Tumblr users have created a group to fight them.
Edit intent: clarity
Original:  By earlier today, 224 people signed it including Danny Kleemann of Peoria, Illinois, Brian George O'Connor of Chatham, New York, Tegan Chin of Arlington, Texas, Holly Reichert of Euclid, Ohio, Claire Owen of Houston, Texas, Joanna Zhang of Charlotte, North Carolina, Amber Keystone of Monroe, Louisiana, Lily Hamilton of Charlotte, North Carolina, Allison Law of Charlotte, North Carolina and Erica Winchester of Clinton, Massachusetts who all signed today.
Revised:  By earlier today, 224 people signed it including Danny Kleemann of Peoria, Illinois, Brian George O'Connor of Chatham, New York, Tegan Chin of Arlington, Texas, HOLLY Reichert of Euclid, Ohio, Claire Owen of Houston, Texas, Joanna Zhang of Charlotte, North Carolina, Amber Keystone of Monroe, Louisiana, Lily Hamilton of Charlotte, North Carolina, Allison Law of Charlotte, North Carolina and Erica Winchester of Clinton, Massachusetts who all signed today.
Edit intent: fluency
Original:  Dreamwidth users auronlu, vieralynn and others encouraged people to spread the word of possible deletion.
Revised:  auronlu, vieralynn and others encouraged people to spread the word of possible deletion.
Edit intent: clarity
Original:  The  story was picked up by Hannah Ellison at the two days ago, and compared the FanFiction.
Revised:  The purge story was picked up by Hannah Ellison at the two days ago, and compared the FanFiction.
Edit intent: fluency
Original:  artefacts that either follow the rules or don't." Ellison's post earned over 1,900 Facebook likes, with 50 comments on the article.
Revised:  artefacts that either follow the rules or don't." Ellison's post earned 1,900 Facebook likes, with 50 comments on the article.
Edit intent: clarity
Original:  Another Tumblr user, candycanine, quoting , supported Ellison's book burning reference.
Revised:  candycanine, quoting , supported Ellison's book burning reference.
Edit intent: coherence
Original:  The traffic increase came on the back of Quantcast reporting an increase in traffic earlier in the year, with the site reaching 57,201 visitors at the end of April, up from 40,560 at the end of March.
Revised:  The traffic increase came on the back of Quantcast reported increase earlier in the year, with the site reaching 57,201 visitors at the end of April, up from 40,560 at the end of March.
Edit intent: clarity
Original:  The traffic increase came on the back of Quantcast reporting an increase in traffic earlier in the year, with the site reaching 57,201 visitors at the end of April, up from 40,560 at the end of March.
Revised:  The traffic increase came on the back of Quantcast reporting an increase in traffic earlier in the year, 57,201 visitors at the end of April, up from 40,560 at the end of March.
Edit intent: clarity
Original:  This matches AO3's self-reported traffic figures . AO3 took measures to reduce server load such as disabling tag filtering, improving statistics caching, turning off alphabetical listing of users, suspending the ability for people to request invitations to and from the site.
Revised:  This matches AO3's self-reported traffic figures . AO3 took measures to reduce server load such as disabling tag filtering, improving statistics caching, turning off alphabetical listing of users, suspending the ability for people to request invitations to , and from, the site.
Edit intent: fluency
Original: Net 's adult content purge, AO3  's invitation code queue exceeded 17,000.
Revised: Net 's adult content purge, AO3 '' 's invitation code queue exceeded 17,000.
Edit intent: fluency
Original: Org, an anime-centric fan fiction site popular in the mid-'00s that is largely absent of moderators at the moment.
Revised: Org, an anime centric fan fiction site popular in the mid-'00s that is largely absent of moderators at the moment.
Edit intent: fluency