wanyu/IteraTeR_v2 huggingface dataset:
Original:  Suspects desribe conditions in holding rooms with no room to sit on the floor and described being crammed in with people who suffer with health problems or drug addicts who vomit from withdrawal
Revised:  Suspects desribe conditions in holding rooms with no room to sit on the floor , and being crammed in with people who suffer with health problems or drug addicts who vomit from withdrawal
Edit intent: clarity
Original: A city Circuit Court judge in Baltimore, Maryland, John M. Glynn, ordered state corrections officials on Friday to produce a written report in 30 days  that will outline plans to reduce over crowding and slow processing times at the city's Central Booking and Intake Center.
Revised: A city Circuit Court judge in Baltimore, Maryland, John M. Glynn, ordered state corrections officials on Friday to produce in 30 days that will outline plans to reduce over crowding and slow processing times at the city's Central Booking and Intake Center.
Edit intent: clarity
Original:  The state-run facility is a centralized jail that was designed to process arrests for all police precincts and is the gateway into the criminal justice system for all arrestees taken into custody in the city of 640,000 people.
Revised:  The state-run facility is a centralized jail designed to process arrests for all police precincts and is the gateway into the criminal justice system for all arrestees taken into custody in the city of 640,000 people.
Edit intent: coherence
Original:  The state-run facility is a centralized jail that was designed to process arrests for all police precincts and is the gateway into the criminal justice system for all arrestees taken into custody in the city of 640,000 people.
Revised:  The state-run facility is a centralized jail that was designed to process arrests made by all city police precincts and is the gateway into the criminal justice system for all arrestees taken into custody in the city of 640,000 people.
Edit intent: clarity
Original:  The state-run facility is a centralized jail that was designed to process arrests for all police precincts and is the gateway into the criminal justice system for all arrestees taken into custody in the city of 640,000 people.
Revised:  The state-run facility is a centralized jail that was designed to process arrests for all police precincts and is the gateway into the criminal justice system of suspects taken into custody in the city of 640,000 people.
Edit intent: clarity
Original:  In  3 months time , over 80 arrestees were released from Central Booking without being formally charged.
Revised:  In the last 3 months time , over 80 arrestees were released from Central Booking without being formally charged.
Edit intent: coherence
Original:  In  3 months time , over 80 arrestees were released from Central Booking without being formally charged.
Revised:  In 3 months , over 80 arrestees were released from Central Booking without being formally charged.
Edit intent: clarity
Original:  In  3 months time , over 80 arrestees were released from Central Booking without being formally charged.
Revised:  In 3 months time , over 80 arrestees were released from the Central Booking facility without being formally charged.
Edit intent: clarity
Original:  In April , Judge Glynn issued a temporary restaining order that releases those held in Central Booking that did not get a hearing with a court commissioner within 24 hours of their intake.
Revised:  In April this year, a temporary restaining order that releases those held in Central Booking that did not get a hearing with a court commissioner within 24 hours of their intake.
Edit intent: clarity
Original:  A court commissioner sets bail  if granted, and formalizes the charges brought by the arresting officer.
Revised:  A court commissioner sets bail , if granted, and formalizes the charges brought by the arresting officer.
Edit intent: fluency
Original:  A court commissioner sets bail  if granted, and formalizes the charges brought by the arresting officer.
Revised:  A court commissioner sets bail if granted, and formalizes the charges filed by the arresting officer.
Edit intent: clarity
Original:  The hearing  marks the date for the suspect’s right to a speedy trial in 30 days . Friday’s hearing was called after the city mayor’s office of Martin O'Malley filed a motion to join a lawsuit that was brought by public defenders on behalf of those criminally detained  .
Revised:  The hearing also marks the date for the suspect’s right to a speedy trial in 30 days . Friday’s hearing was called after the city mayor’s office of Martin O'Malley filed a motion to join a lawsuit that was brought by public defenders on behalf of those criminally detained .
Edit intent: clarity
Original:  The hearing  marks the date for the suspect’s right to a speedy trial in 30 days . Friday’s hearing was called after the city mayor’s office of Martin O'Malley filed a motion to join a lawsuit that was brought by public defenders on behalf of those criminally detained  .
Revised:  The hearing marks the date for the suspect’s right to a speedy trial . Friday’s hearing was called after the city mayor’s office of Martin O'Malley filed a motion to join a lawsuit that was brought by public defenders on behalf of those criminally detained .
Edit intent: clarity
Original:  The hearing  marks the date for the suspect’s right to a speedy trial in 30 days . Friday’s hearing was called after the city mayor’s office of Martin O'Malley filed a motion to join a lawsuit that was brought by public defenders on behalf of those criminally detained  .
Revised:  The hearing marks the date for the suspect’s right to a speedy trial in 30 days . The Friday hearing was called after the city mayor’s office of Martin O'Malley filed a motion to join a lawsuit that was brought by public defenders on behalf of those criminally detained .
Edit intent: clarity
Original:  In Maryland, it is state law to have a hearing with a  commissioner within 24 hours of being arrested  . Judge Glynn presided over the lawsuit and the resulting temporary restraining order against Central Booking is to remain in effect until November.
Revised:  In Maryland, a hearing with a commissioner within 24 hours of being arrested . Judge Glynn presided over the lawsuit and the resulting temporary restraining order against Central Booking is to remain in effect until November.
Edit intent: clarity
Original:  In Maryland, it is state law to have a hearing with a  commissioner within 24 hours of being arrested  . Judge Glynn presided over the lawsuit and the resulting temporary restraining order against Central Booking is to remain in effect until November.
Revised:  In Maryland, it is state law to have a hearing with a court commissioner within 24 hours of being arrested . Judge Glynn presided over the lawsuit and the resulting temporary restraining order against Central Booking is to remain in effect until November.
Edit intent: clarity
Original:  In Maryland, it is state law to have a hearing with a  commissioner within 24 hours of being arrested  . Judge Glynn presided over the lawsuit and the resulting temporary restraining order against Central Booking is to remain in effect until November.
Revised:  In Maryland, it is state law to have a hearing with a commissioner within 24 hours of being arrested . Judge Glynn presided over that lawsuit which led to the temporary restraining order against Central Booking is to remain in effect until November.
Edit intent: clarity
Original:  In Maryland, it is state law to have a hearing with a  commissioner within 24 hours of being arrested  . Judge Glynn presided over the lawsuit and the resulting temporary restraining order against Central Booking is to remain in effect until November.
Revised:  In Maryland, it is state law to have a hearing with a commissioner within 24 hours of being arrested . Judge Glynn presided over the lawsuit and the resulting temporary restraining order . The order is to remain in effect until November.
Edit intent: coherence
Original:  Judge Glynn expressed concern at the hearing that a purely judicial remedy may not be the answer, and said, “If I find that it is a hopeless disaster…
Revised:  Judge Glynn expressed concern during the hearing that a purely judicial remedy may not be the answer, and said, “If I find that it is a hopeless disaster…
Edit intent: fluency
Original:  He  suggested there is the possibility that political action, not court intervention, may be needed to solve what the city and police  call inefficient management practices  . Glynn  requested parties to the suit to report back on what happens of those 80+ arrestees who were released so far as a result of his restraining order.
Revised:  He suggested there is the possibility that political action, not court intervention, may be needed to solve what city and police call inefficient management practices . Glynn requested parties to the suit to report back on what happens of those 80+ arrestees who were released so far as a result of his restraining order.
Edit intent: fluency
Original:  He  suggested there is the possibility that political action, not court intervention, may be needed to solve what the city and police  call inefficient management practices  . Glynn  requested parties to the suit to report back on what happens of those 80+ arrestees who were released so far as a result of his restraining order.
Revised:  He suggested there is the possibility that political action, not court intervention, may be needed to solve what the city and police officials call inefficient management practices . Glynn requested parties to the suit to report back on what happens of those 80+ arrestees who were released so far as a result of his restraining order.
Edit intent: clarity
Original:  He  suggested there is the possibility that political action, not court intervention, may be needed to solve what the city and police  call inefficient management practices  . Glynn  requested parties to the suit to report back on what happens of those 80+ arrestees who were released so far as a result of his restraining order.
Revised:  He suggested there is the possibility that political action, not court intervention, may be needed to solve what the city and police call inefficient management practices . Glynn also requested parties to the suit to report back on what happens of those 80+ arrestees who were released so far as a result of his restraining order.
Edit intent: clarity
Original:  He  suggested there is the possibility that political action, not court intervention, may be needed to solve what the city and police  call inefficient management practices  . Glynn  requested parties to the suit to report back on what happens of those 80+ arrestees who were released so far as a result of his restraining order.
Revised:  He suggested there is the possibility that political action, not court intervention, may be needed to solve what the city and police call inefficient management practices . Glynn requested parties to the suit to report back on what happened to the 80+ arrestees who were released so far as a result of his restraining order.
Edit intent: fluency
Original:  He  suggested there is the possibility that political action, not court intervention, may be needed to solve what the city and police  call inefficient management practices  . Glynn  requested parties to the suit to report back on what happens of those 80+ arrestees who were released so far as a result of his restraining order.
Revised:  He suggested there is the possibility that political action, not court intervention, may be needed to solve what the city and police call inefficient management practices . Glynn requested parties to the suit to report back on what happens of those 80+ arrestees who were released so far as a result of the restraining order.
Edit intent: clarity
Original:  The suspect could be re-arrested if officers knew of the circumstances of the release, but police say that would take time and money .
Revised:  The suspect could be re-arrested if officers knew the circumstances of the release, but police say that would take time and money .
Edit intent: fluency
Original:  When an arrestee is released without seeing a court commissioner , the only record that exists is the hand written charging document by the officer which is difficult to track .
Revised:  When an arrestee is released without seeing a court commissioner has as the only record that exists is the hand written charging document by the officer which is difficult to track .
Edit intent: clarity
Original:  When an arrestee is released without seeing a court commissioner , the only record that exists is the hand written charging document by the officer which is difficult to track .
Revised:  When an arrestee is released without seeing a court commissioner , the only record of the offense the hand written charging document by the officer which is difficult to track .
Edit intent: clarity
Original:  When an arrestee is released without seeing a court commissioner , the only record that exists is the hand written charging document by the officer which is difficult to track .
Revised:  When an arrestee is released without seeing a court commissioner , the only record that exists is the hand written charging document by the officer .
Edit intent: clarity
Original:  The Maryland attorney general’s office representing the prison’s corrections officers said at the hearing that city police are part of the problem by not filing charging documents at Central Booking when the arrestee is delivered and processing begins.
Revised:  The Maryland attorney general’s office representing the corrections officers said at the hearing that city police are part of the problem by not filing charging documents at Central Booking when the arrestee is delivered and processing begins.
Edit intent: clarity
Original:  The state must accept the prisoner , but cannot move forward without the necessary documents.
Revised:  The state must accept the prisoners , but cannot move forward without the necessary documents.
Edit intent: fluency
Original:  " External links LOGO Onlin
Revised:  External links LOGO Onlin
Edit intent: coherence
Original:  " External links LOGO Onlin
Revised:  " 
Edit intent: coherence
Original: Image:Ahmadinejad.jpg|150px|Mahmoud Ahmadinejad, President-elect of Iran]]  Many top news sources report that Iranian president-elect Mahmoud Ahmadinejad is recognized by some hostages from the 1981 hostage crisis in Teheran as one of the hostage takers or interrogators of that incident.
Revised: Image:Ahmadinejad.jpg|150px|Mahmoud Ahmadinejad, President-elect of Iran]] Many top news sources report that Iranian president-elect Mahmoud Ahmadinejad is recognized by some hostages from the 1981 hostage crisis in Teheran to be one of the hostage takers or interrogators of that incident.
Edit intent: fluency
Original: Image:Ahmadinejad.jpg|150px|Mahmoud Ahmadinejad, President-elect of Iran]]  Many top news sources report that Iranian president-elect Mahmoud Ahmadinejad is recognized by some hostages from the 1981 hostage crisis in Teheran as one of the hostage takers or interrogators of that incident.
Revised: Image:Ahmadinejad.jpg|150px|Mahmoud Ahmadinejad, President-elect of Iran]] Many top news sources report that Iranian president-elect Mahmoud Ahmadinejad is recognized by some hostages from the 1981 hostage crisis in Teheran as one of the hostage-takers or interrogators of that incident.
Edit intent: fluency
Original:  One or both of these images have been placed alongside any of a number of current images of the president in most newsmedias.
Revised:  One or both of these images have been placed side-by-side on a number of current images of the president in most newsmedias.
Edit intent: clarity
Original:  One or both of these images have been placed alongside any of a number of current images of the president in most newsmedias.
Revised:  One or both of these images have been placed alongside any of a number of current images of the president in most news media.
Edit intent: fluency
Original: Knowingly revealing the identity of an undercover CIA official is a felony.
Edit intent: clarity
Original: Please Note: The artists performing at this grand event dined on lobster, caviar, doughnuts and Ben Jerry's ice-cream.
Revised:  Jerry's ice-cream.
Edit intent: coherence
Original: External links Watch live Live 8 Live 8 on-line petition Please Note: The artists performing at this grand event dined on lobster, caviar, doughnuts and Ben & Jerry's ice-cream.
Revised:  Please Note: The artists performing at this grand event dined on lobster, caviar, doughnuts and Ben & Jerry's ice-cream.
Edit intent: coherence
Original: It has been suggested by the Daily Mail (a British tabloid newspaper) that the artists performing at this grand event dined on lobster, caviar, doughnuts and Ben Jerry's ice-cream.
Revised:  Jerry's ice-cream.
Edit intent: coherence
Original:  URL URL  Archived video URL
Revised:  URL Archived video URL
Edit intent: fluency
Original:  URL URL  Archived video URL
Revised:  URL URL URL Archived video URL
Edit intent: fluency
Original: Image:Live8 _rome1 .jpg|250px|The Live 8 Concert in Rome, Italy]] Massive music concerts took place around the planet under the Live 8 banner in an effort to put pressure on the leaders of the eight richest countries in the world to end global poverty.
Revised: Image:Live8 rome1 .jpg|250px|The Live 8 Concert in Rome, Italy]] Massive music concerts took place around the planet under the Live 8 banner in an effort to put pressure on the leaders of the eight richest countries in the world to end global poverty.
Edit intent: fluency
Original: Live8 _berlin_publikum .jpg|150px|Crowds at Tiergarten, Berlin]] Crowd:
Revised: Live8 berlin publikum .jpg|150px|Crowds at Tiergarten, Berlin]] Crowd:
Edit intent: clarity
Original: Live8 _fans_got_through_a_lot_of_water_in_rome .jpg|150px|With temperatures in the 30s, fans went through a lot of water at the Live 8 concert in Rome]] Crowd: 100,000 Duran Duran Faith Hill Tim McGraw Irene Grandi Jovanotti Nek Laura Pausini Vasco Rossi Zucchero Several Italian bands really got the crowd going, but foreign bands such as Tim McGraw and Faith Hill were poorly received by the crowd.
Revised: Live8 fans got through a lot of water in rome .jpg|150px|With temperatures in the 30s, fans went through a lot of water at the Live 8 concert in Rome]] Crowd: 100,000 Duran Duran Faith Hill Tim McGraw Irene Grandi Jovanotti Nek Laura Pausini Vasco Rossi Zucchero Several Italian bands really got the crowd going, but foreign bands such as Tim McGraw and Faith Hill were poorly received by the crowd.
Edit intent: fluency
Original: The West Gippsland Latrobe Football League (WGLFL) Preliminary Final will be played between Moe and Maffra this weekend at Western Park, Warragul .
Revised: The West Gippsland Latrobe Football League (WGLFL) Preliminary Final against Moe this weekend at Western Park, Warragul .
Edit intent: clarity
Original:  In the   lower grades, Moe defeated Drouin 13-6 84 to 13-3 81 (Reserves), Maffra defeated Traralgon 14-9 93 to 5-9 39 (Under 18's) and Maffra defeated Leongatha 16-13 109 to 6-6 42 (Under 16's)  
Revised:  In the In the lower grades, Moe defeated Drouin 13-6 84 to 13-3 81 (Reserves), Maffra defeated Traralgon 14-9 93 to 5-9 39 (Under 18's) and Maffra defeated Leongatha 16-13 109 to 6-6 42 (Under 16's) 
Edit intent: fluency
Original:  In the   lower grades, Moe defeated Drouin 13-6 84 to 13-3 81 (Reserves), Maffra defeated Traralgon 14-9 93 to 5-9 39 (Under 18's) and Maffra defeated Leongatha 16-13 109 to 6-6 42 (Under 16's)  
Revised:  In the lower grades, Moe defeated Drouin 13-6 84 to 13-3 81 (Reserves), Maffra defeated Traralgon 14-9 93 to 5-9 39 (Under 18's) and Maffra defeated Leongatha 16-13 109 to 6-6 42 (Under 16's) . 
Edit intent: fluency
Original:  In the   lower grades, Moe defeated Drouin 13-6 84 to 13-3 81 (Reserves), Maffra defeated Traralgon 14-9 93 to 5-9 39 (Under 18's) and Maffra defeated Leongatha 16-13 109 to 6-6 42 (Under 16's)  
Revised:  In the lower grades, Moe defeated Drouin 13-6 84 to 13-3 81 (Reserves), Maffra defeated Traralgon 14-9 93 to 5-9 39 (Under 18's) and Maffra defeated Leongatha 16-13 109 to 6-6 42 (Under 16's) Related news
Edit intent: coherence
Original: Musician Luther Vandross died at 1:47 pm Eastern time Friday, at a hospital in Edison, New Jersey, likely from complications related to his 2003 stroke.
Revised: Musician Luther Vandross died at 1:47 pm Eastern time Friday, at a hospital in Edison, New Jersey, likely from complications related to a 2003 stroke.
Edit intent: clarity
Original:  He is the winner of numerous grammy awards
Revised:  He was the winner of numerous grammy awards
Edit intent: clarity
Original:  He is the winner of numerous grammy awards
Revised:  He is the winner of numerous Grammy Awards
Edit intent: fluency
Original: Martin Truex Jr. was welcomed with a fireworks celebration into Gatorade Victory Lane at Daytona International Speedway late Friday night as the winner of the NASCAR Busch series Winn-Dixie 250 race.
Revised: Martin Truex Jr. was welcomed with a firework celebration into Gatorade Victory Lane at Daytona International Speedway late Friday night as the winner of the NASCAR Busch series Winn-Dixie 250 race.
Edit intent: fluency
Original:   Truex Jr. fought for the lead on lap 21 with his car owner Dale Earnhardt Jr., where Truex passed Earnhardt on the high end of Turn 4. Earnhardt would later slip back to the third position two laps later.
Revised:  180px Truex Jr. fought for the lead on lap 21 with his car owner Dale Earnhardt Jr., where Truex passed Earnhardt on the high end of Turn 4. Earnhardt would later slip back to the third position two laps later.
Edit intent: fluency
Original:   It would be 10 laps until another caution would be issued, this time for the rookie Michel Jourdain Jr. in his #10 car, after he spins after coming in contact with two other cars.
Revised:  200px It would be 10 laps until another caution would be issued, this time for the rookie Michel Jourdain Jr. in his #10 car, after he spins after coming in contact with two other cars.
Edit intent: fluency
Original: (This item was included in the audio release of Wikinews for 7/2.) The Itar-Tass news agency reports that a terrorist blast in the southern Russia town of Makhachkala, Dagestan, killed 10 soldiers and wounded some 20 others on Friday.
Revised:  The Itar-Tass news agency reports that a terrorist blast in the southern Russia town of Makhachkala, Dagestan, killed 10 soldiers and wounded some 20 others on Friday.
Edit intent: coherence
Original:  Dagestan is near Chechnya, which has for some time now been under rebel fighting against the Russian governmen
Revised:  Dagestan is near Chechnya, which has for some time now been under rebel fighting against the Russian government
Edit intent: fluency
Original: The Itar-Tass news agency reports that a terrorist blast in the southern Russia town of Makhachkala, Dagestan,  killed 10 soldiers and wounded some 20 others on Friday.
Revised: The Itar-Tass news agency reports that an explosion in the southern Russia town of Makhachkala, Dagestan, killed 10 soldiers and wounded some 20 others on Friday.
Edit intent: coherence
Original: The Itar-Tass news agency reports that a terrorist blast in the southern Russia town of Makhachkala, Dagestan,  killed 10 soldiers and wounded some 20 others on Friday.
Revised: The Itar-Tass news agency reports that a terrorist blast in the southern Russian town of Makhachkala, Dagestan, killed 10 soldiers and wounded some 20 others on Friday.
Edit intent: fluency
Original: The Itar-Tass news agency reports that a terrorist blast in the southern Russia town of Makhachkala, Dagestan,  killed 10 soldiers and wounded some 20 others on Friday.
Revised: The Itar-Tass news agency reports that a terrorist blast in the southern Russia town of Makhachkala, Dagestan, has killed 10 soldiers and wounded some 20 others on Friday.
Edit intent: coherence