wanyu/IteraTeR_v2 huggingface dataset:
Original:  "This is not something al-Qaida would do." he said  
Revised:  "This is not something al-Qaida would do." he said . 
Edit intent: fluency
Original:  "This is not something al-Qaida would do." he said  
Revised:  "This is not something al-Qaida would do." he said ii
Edit intent: fluency
Original:  "This is not something al-Qaida would do." he said   
Revised:  "This is not something al-Qaida would do." he said . 
Edit intent: fluency
Original: The Secret Organization of al-Qaida in Europe's claim of responsibility for the London attacks has also been questioned on the grounds that the statement was posted hours after the bombings, and the rhetoric is not consistent with militant Islamic ideology as it is commonly understood .
Revised: The Secret Organization of al-Qaida in Europe's claim of responsibility for the London attacks has also been questioned on the grounds that the statement was posted hours after the bombings, and the rhetoric is not consistent with militant Islamic ideology as it is commonly understood 
Edit intent: fluency
Original:  "This is not something al-Qaida would do . " he said.
Revised:  "This is not something al-Qaida would do , " he said.
Edit intent: fluency
Original:  The  Secret Organization of al-Qaida in Europe 's claim of responsibility for the London attacks has also been questioned on the grounds that the statement was posted hours after the bombings, and the rhetoric is not consistent with militant Islamic ideology as it is commonly understood 
Revised:  The Secret Organization of al-Qaida in Europe for the London attacks has also been questioned on the grounds that the statement was posted hours after the bombings, and the rhetoric is not consistent with militant Islamic ideology as it is commonly understood 
Edit intent: clarity
Original:  The  Secret Organization of al-Qaida in Europe 's claim of responsibility for the London attacks has also been questioned on the grounds that the statement was posted hours after the bombings, and the rhetoric is not consistent with militant Islamic ideology as it is commonly understood 
Revised:  The Secret Organization of al-Qaida in Europe 's claim of responsibility for the London attacks has also been questioned on the grounds that the rhetoric is not consistent with militant Islamic ideology as it is commonly understood 
Edit intent: clarity
Original:  The  Secret Organization of al-Qaida in Europe 's claim of responsibility for the London attacks has also been questioned on the grounds that the statement was posted hours after the bombings, and the rhetoric is not consistent with militant Islamic ideology as it is commonly understood 
Revised:  The Secret Organization of al-Qaida in Europe 's claim of responsibility for the London attacks has also been questioned on the grounds that the statement was posted hours after the bombings, and the rhetoric is not consistent with militant Islamic ideology . The statement asked "the Nation of Islam and the Nation of Arabism to rejoice" about the attacks. 
Edit intent: clarity
Original: MSBNC translator Jacob Keryakes has stated that the claim of responsibility for the London bombings of July 7, made by a militant Islamist group, contains an error in one of the Quranic verses that it cites, suggesting that the claim may be phony.
Revised: MSNBC translator Jacob Keryakes has stated that the claim of responsibility for the London bombings of July 7, made by a militant Islamist group, contains an error in one of the Quranic verses that it cites, suggesting that the claim may be phony.
Edit intent: fluency
Original: MSNBC translator Jacob Keryakes has stated that the claim of responsibility for the London bombings of July 7,  made by a militant Islamist group, contains an error in one of the Quranic verses that it cites, suggesting that the claim may be phony.
Revised: MSNBC translator Jacob Keryakes has stated that the claim of responsibility for the London bombings of July 7, supposedly made by a militant Islamist group, contains an error in one of the Quranic verses that it cites, suggesting that the claim may be phony.
Edit intent: clarity
Original: (Dakar) Sierra Leone has transferred eight convicted former rebel leaders to Rwanda's Mpanga prison to serve out their sentences.
Revised:  Sierra Leone has transferred eight convicted former rebel leaders to Rwanda's Mpanga prison to serve out their sentences.
Edit intent: clarity
Original:  Eight former rebels  convicted of atrocities committed during Sierra Leone's decade-long civil war, have been transferred to a Rwandan prison to serve their sentences.
Revised:  Eight former rebels , convicted of atrocities committed during Sierra Leone's decade-long civil war, have been transferred to a Rwandan prison to serve their sentences.
Edit intent: fluency
Original:  The acting registrar for Sierra Leone's Special Court, Binta Mansaray, says there are no prisons in Sierra Leone that meet international standards.
Revised:  The acting registrar for Sierra Leone's Special Court, Binta Mansaray, said that there are no prisons in Sierra Leone that meet international standards.
Edit intent: fluency
Original:  But Rwanda is able and willing to enforce the sentences.
Revised:  However, Rwanda is able and willing to enforce the sentences.
Edit intent: fluency
Original:  Mansaray says the need to incarcerate such highly sensitive prisoners in secure facilities is key for maintaining peace in Sierra Leone.
Revised:  Mansaray said that the need to incarcerate such highly sensitive prisoners in secure facilities is key for maintaining peace in Sierra Leone.
Edit intent: fluency
Original:  Mansaray says Sierra Leone's 11-year conflict devastated not only life and property, but also institutions.
Revised:  Mansaray added that Sierra Leone's 11-year conflict devastated not only life and property, but also institutions.
Edit intent: clarity
Original:  Mansaray says Sierra Leone's 11-year conflict devastated not only life and property, but also institutions.
Revised:  Mansaray says Sierra Leone's eleven-year conflict devastated not only life and property, but also institutions.
Edit intent: fluency
Original:  In March, the International Criminal Tribunal for Rwanda signed an agreement with its fellow Special Court to hold prisoners convicted by the Sierra Leonean tribunal .
Revised:  In March, the International Criminal Tribunal for Rwanda signed an agreement with its fellow Special Court to hold prisoners convicted by the Sierra Leonean tribunal 
Edit intent: fluency
Original:  Mansaray said that the need to incarcerate such highly sensitive prisoners in secure facilities is key for maintaining peace in Sierra Leone.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% "Keep in mind that enforcing sentences imposed by the Special Court against prisoners who have been convicted for some of the worst atrocities any warfare has seen, you need robust security apparatus," Mansaray said.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Mann, along with several dozen other suspected plotters, was arrested five years ago on charges of trying to set up a coup to overthrow president Teodoro Obiang Nguema Mbasogo.
Revised:  Mann, along with several dozen other suspected plotters, was arrested five years ago on charges of trying to start a w: coup to overthrow president Teodoro Obiang Nguema Mbasogo.
Edit intent: clarity
Original: The conspirators had planned to install exiled opposition leader Severo Moto as president and to gain control over the country's vast oil supplies.
Revised: The conspirators had planned to make exiled opposition leader Severo Moto as president and to gain control over the country's vast oil supplies.
Edit intent: clarity
Original: The conspirators had planned to make exiled opposition leader Severo Moto as president and to gain control over the country's vast oil supplies.
Revised: The conspirators had planned to install exiled opposition leader Severo Moto as president and to gain control over the country's vast oil supplies.
Edit intent: clarity
Original:  In the top of the 10th, the Pirates closer, Jose Mesa, allowed no hits.
Revised:  In the top of the 10th, the Pirates closer, José Mesa, allowed no hits.
Edit intent: fluency
Original: The Pittsburgh Pirates rallied to beat the New York Mets in the first game of a home series at PNC Park on Friday, July 8, 2005.
Edit intent: coherence
Original: Some of the noticeable gold pieces from the  hoard which was found in a private field in Staffordshire, England by a metal-detector user have been put on display in the British Museum in the city of London.
Revised: Some of the notable pieces from the hoard which was found in a private field in Staffordshire, England by a metal-detector user have been put on display in the British Museum in the city of London.
Edit intent: clarity
Original:  [[Image:Flickr - portableantiquities - Hilt Fitting.jpg|A photo of one of the gold pieces found in the Staffordshire hoard]] Fred Johnson, who is the owner of the land that the hoard was found in , said: "It's been an incredible experience.
Revised:  [[Image:Flickr - portableantiquities - Hilt Fitting.jpg|A photo of one of the gold pieces found in the Staffordshire hoard]] Fred Johnson, who is the owner of the land in which the hoard was found in , said: "It's been an incredible experience.
Edit intent: fluency
Original:  [[Image:Flickr - portableantiquities - Hilt Fitting.jpg|A photo of one of the gold pieces found in the Staffordshire hoard]] Fred Johnson, who is the owner of the land that the hoard was found in , said: "It's been an incredible experience.
Revised:  [[Image:Flickr - portableantiquities - Hilt Fitting.jpg|A photo of one of the gold pieces found in the Staffordshire hoard]] Fred Johnson, who is the owner of the land that the hoard was found , said: "It's been an incredible experience.
Edit intent: fluency
Original:  I'm trying not to think at all about the value of it , " said Johnson , who receive the sum of the value of the hoard as well as Terry Herbert, who found the gold pieces, which are believed to date back to the 7th century.
Revised:  I'm trying not to think at all about the value of it . " said Johnson , who receive the sum of the value of the hoard as well as Terry Herbert, who found the gold pieces, which are believed to date back to the 7th century.
Edit intent: fluency
Original:  I'm trying not to think at all about the value of it , " said Johnson , who receive the sum of the value of the hoard as well as Terry Herbert, who found the gold pieces, which are believed to date back to the 7th century.
Revised:  I'm trying not to think at all about the value of it , " Johnson will share the sum of the value of the hoard as well as Terry Herbert, who found the gold pieces, which are believed to date back to the 7th century.
Edit intent: clarity
Original:  I'm trying not to think at all about the value of it , " said Johnson , who receive the sum of the value of the hoard as well as Terry Herbert, who found the gold pieces, which are believed to date back to the 7th century.
Revised:  I'm trying not to think at all about the value of it , " said Johnson , who receive the sum of the value of the hoard with Terry Herbert, who found the gold pieces, which are believed to date back to the 7th century.
Edit intent: coherence
Original:  I'm trying not to think at all about the value of it , " said Johnson , who receive the sum of the value of the hoard as well as Terry Herbert, who found the gold pieces, which are believed to date back to the 7th century.
Revised:  I'm trying not to think at all about the value of it , " said Johnson , who receive the sum of the value of the hoard as well as Terry Herbert, who found the pieces. The hoard is believed to date back to the 7th century.
Edit intent: coherence
Original:  the discovery was reported by news sources in September of the same year .
Revised:  the discovery was reported by news sources in September .
Edit intent: clarity
Original: To unlock the hidden sex mini-game on the Playstation 2 requires an  Action Replay or  GameShark.
Revised: To unlock the hidden sex mini-game on the Playstation 2 requires an Action Replay or w: GameShark.
Edit intent: fluency
Original: To unlock the hidden sex mini-game on the Playstation 2 requires an w: Action Replay or w:GameShark .
Revised: To unlock the hidden sex mini-game on the Playstation 2 requires an Action Replay or w:GameShark .
Edit intent: fluency
Original: To unlock the hidden sex mini-game on the Playstation 2 requires an w: Action Replay or w:GameShark .
Revised: To unlock the hidden sex mini-game on the Playstation 2 requires an w: Action Replay or Gameshark .
Edit intent: fluency
Original:  A video of the secret sex scene can be found here (warning: contains mature content)  
Revised:  A video of the secret sex scene can be found here (warning: contains mature content) . 
Edit intent: fluency
Original:  When it comes right down to it, its much easier (and quicker) to find free adult content on the internet, or download pornographic movies from a P2P netowrk, than it is to crack a video game  
Revised:  When it comes right down to it, its much easier (and quicker) to find free adult content on the internet, or download pornographic movies from a P2P netowrk, than it is to crack a video game . 
Edit intent: fluency
Original:  When it comes right down to it, its much easier (and quicker) to find free adult content on the internet, or download pornographic movies from a P2P netowrk , than it is to crack a video game.
Revised:  When it comes right down to it, its much easier (and quicker) to find free adult content on the internet, or download pornographic movies from a P2P network , than it is to crack a video game.
Edit intent: fluency
Original: The building has been a huge vacancy in the downtown core, with only CHUM using any space.
Revised: The building has been a huge vacancy in the downtown core, with only the broadcasting corporation CHUM Limited using any space.
Edit intent: clarity
Original:  There are no plans for any form of exhibition game in consideration for 2010.
Revised:  There are no plans for this to happen, in any form, in 2010.
Edit intent: clarity
Original:  With sixteen years under his belt, Thomas Menino has won his fifth  as Mayor of Boston, longer than any other mayor in Boston's history when it elected it's first mayor nearly 200 years ago.
Revised:  With sixteen years under his belt, Thomas Menino has won his fifth term as Mayor of Boston, longer than any other mayor in Boston's history when it elected it's first mayor nearly 200 years ago.
Edit intent: fluency
Original:  To the north, in Lynn, the state's ninth largest city, a suprise upset occured as City Councilor-At-Large Judith Flanagan Kennedy defeated incumbent Mayor Edward "Chip" Clancy, 49.94\% to 49.78\% by just 27 votes.
Revised:  To the north, in Lynn, the state's ninth largest city, a surprise upset occurred as City Councilor-At-Large Judith Flanagan Kennedy defeated incumbent Mayor Edward "Chip" Clancy, 49.94\% to 49.78\% by just 27 votes.
Edit intent: fluency
Original:  On Kennedy's side, it was revealed that her campaign manager, Dennis Liberge, was convincted on drug charges 17 years in the state of Maine.
Revised:  On Kennedy's side, it was revealed that her campaign manager, Dennis Liberge, was convicted on drug charges 17 years in the state of Maine.
Edit intent: fluency
Original:  To the south, in Quincy, a rematch occured occured between incumbent mayor Thomas Koch defated former Mayor William Phelan, whom Koch ousted during the last election in 2007, by a unoffical margain of 54\% to 46\% for Phelan.
Revised:  To the south, in Quincy, a rematch occurred between incumbent mayor Thomas Koch defated former Mayor William Phelan, whom Koch ousted during the last election in 2007, by a unoffical margain of 54\% to 46\% for Phelan.
Edit intent: fluency
Original:  To the south, in Quincy, a rematch occured occured between incumbent mayor Thomas Koch defated former Mayor William Phelan, whom Koch ousted during the last election in 2007, by a unoffical margain of 54\% to 46\% for Phelan.
Revised:  To the south, in Quincy, a rematch occured occured between incumbent mayor Thomas Koch defeated former Mayor William Phelan, whom Koch ousted during the last election in 2007, by a unoffical margain of 54\% to 46\% for Phelan.
Edit intent: fluency
Original:  To the south, in Quincy, a rematch occured occured between incumbent mayor Thomas Koch defated former Mayor William Phelan, whom Koch ousted during the last election in 2007, by a unoffical margain of 54\% to 46\% for Phelan.
Revised:  To the south, in Quincy, a rematch occured occured between incumbent mayor Thomas Koch defated former Mayor William Phelan, whom Koch ousted during the last election in 2007, by a unofficial margin of 54\% to 46\% for Phelan.
Edit intent: fluency
Original: Flahtery hoped to beat Menino using a unique tatic by adopting a running mate, fellow city councilor Sam Yoon, who placed third in the September primary election.
Revised: Flahtery hoped to beat Menino using a unique tactic by adopting a running mate, fellow city councilor Sam Yoon, who placed third in the September primary election.
Edit intent: fluency
Original:  A recount is expected in what has been a bitter mayoral race with plenty of twists including allegations of state election law violations by Clancy's campaign sending out flyers with her signature indicating a support for raising property taxes.
Revised:  A recount is expected in what has been a bitter mayoral race with plenty of twists including allegations of state election law violations by Clancy's campaign sending out fliers with her signature indicating a support for raising property taxes.
Edit intent: fluency
Original:  Warren is also an intelligence officer in the  Navy Reserve who has served in Iraq.
Revised:  Warren is also an intelligence officer in the United States Navy Reserve who has served in Iraq.
Edit intent: clarity
Original:  To the north, in Lynn, the state's ninth largest city, a surprise upset occurred as City Councilor-At-Large Judith Flanagan Kennedy defeated incumbent Mayor Edward  "Chip" Clancy, 49.94\% to 49.78\% by just 27 votes to become the city's first female mayor.
Revised:  To the north, in Lynn, the state's ninth largest city, a surprise upset occurred as City Councilor-At-Large Judith Flanagan Kennedy defeated incumbent Mayor Edward J. "Chip" Clancy, 49.94\% to 49.78\% by just 27 votes to become the city's first female mayor.
Edit intent: clarity
Original:  The incident occurred in the Helmand province of South Afghanistan  .
Revised:  The incident occurred in the Helmand province of South Afghanistan today .
Edit intent: coherence
Original:  All the soldiers died from the wounds they suffered in the attack.
Revised:  All the soldiers died from the wounds who suffered in the attack.
Edit intent: fluency
Original:  Lt. Col. David Wakefield expressed his "deepest sadness " at the deaths.
Revised:  Lt. Col. David Wakefield expressed his deepest sadness at the deaths.
Edit intent: fluency
Original:  All the soldiers died from the wounds who suffered in the attack.
Revised:  All the soldiers died from the wounds they suffered in the attack.
Edit intent: fluency
Original:  Lt. Col. David Wakefield expressed his deepest sadness at the deaths.
Revised:  Lt. Col. David Wakefield expressed his "deepest sadness" at the deaths.
Edit intent: fluency
Original:  This raised the death toll of British troops killed in Afghanistan to 92 this year, the highest in any year since the Falklands War in 1982.
Revised:  This raised the death toll of British troops killed in Afghanistan to 92 this year, the highest in any year since the 1982 Falklands War.
Edit intent: clarity
Original:  All the soldiers died from the woundsthey suffered in the attack .
Revised:  All the soldiers died from their wounds .
Edit intent: clarity
Original: A "rogue " policeman from Afghanistan has shot down and killed five British soldiers in the Helmand province of South Afghanistan today.
Revised: A rogue policeman from Afghanistan has shot down and killed five British soldiers in the Helmand province of South Afghanistan today.
Edit intent: fluency
Original: A rogue policeman from Afghanistan has shot down and killed five British soldiers in the Helmand province of South Afghanistan today.
Revised: A "rogue" policeman from Afghanistan has shot down and killed five British soldiers in the Helmand province of South Afghanistan today.
Edit intent: fluency
Original: File:Mahmoud_Abbas,_Davos.jpg|  Mahmoud Abbas, President of  Palestine Liberation Organisation  ] Palestinians may need to abandon the goal of an independent state if Israel continues expanding Jewish settlements, according to the chief Palestinian negotiator Saeb Erekat.
Revised: File:Mahmoud_Abbas,_Davos.jpg| Mahmoud Abbas, President of the Palestine Liberation Organisation ] Palestinians may need to abandon the goal of an independent state if Israel continues expanding Jewish settlements, according to the chief Palestinian negotiator Saeb Erekat.
Edit intent: fluency
Original: File:Mahmoud_Abbas,_Davos.jpg|File photo of Mahmoud Abbas, President of the Palestine Liberation Organisation ]]  Palestinians may need to abandon the goal of an independent state if Israel continues expanding Jewish settlements , according to the chief Palestinian negotiator Saeb Erekat.
Revised: File:Mahmoud_Abbas,_Davos.jpg|File photo of Mahmoud Abbas, President of the Palestine Liberation Organisation ]] According to the chief Palestinian negotiator Saeb Erekat, Palestinians may need to abandon the goal of an independent state if Israel continues expanding Jewish settlements , according to the chief Palestinian negotiator Saeb Erekat.
Edit intent: fluency
Original:  He regarded it as a "moment of truth" for Mahmoud Abbas and the Palestinian leadership, saying that it was time for the latter to "tell his people the truth, that with the continuation of settlement activities, the two-state solution is no longer an option".
Revised:  He regarded it as a "moment of truth" for Mahmoud Abbas and the Palestinian leadership, saying that it was time for the Mahmoud Abbas to "tell his people the truth, that with the continuation of settlement activities, the two-state solution is no longer an option".
Edit intent: clarity
Original: File:Mahmoud_Abbas,_Davos.jpg|File photo of Mahmoud Abbas, President of the Palestine Liberation Organisation ]] According to the chief Palestinian negotiator Saeb Erekat, Palestinians may need to abandon the goal of an independent state if Israel continues expanding  Jewish settlements.
Revised: File:Mahmoud_Abbas,_Davos.jpg|File photo of Mahmoud Abbas, President of the Palestine Liberation Organisation ]] According to the chief Palestinian negotiator Saeb Erekat, Palestinians may need to abandon their goal of creating an independent state if Israel continues expanding Jewish settlements.
Edit intent: clarity
Original: File:Mahmoud_Abbas,_Davos.jpg|File photo of Mahmoud Abbas, President of the Palestine Liberation Organisation ]] According to the chief Palestinian negotiator Saeb Erekat, Palestinians may need to abandon the goal of an independent state if Israel continues expanding  Jewish settlements.
Revised: File:Mahmoud_Abbas,_Davos.jpg|File photo of Mahmoud Abbas, President of the Palestine Liberation Organisation ]] According to the chief Palestinian negotiator Saeb Erekat, Palestinians may need to abandon the goal of an independent state if Israel continues expanding their Jewish settlements.
Edit intent: clarity
Original: Erekat said Clinton was only opening the door to more settlements in the following two years.
Revised: Erekat commented that Clinton was only opening the door to more settlements in the following two years.
Edit intent: clarity
Original: Erekat said Clinton was only opening the door to more settlements in the following two years.
Revised: Erekat said Clinton was only leading to more settlements in the following two years.
Edit intent: clarity