wanyu/IteraTeR_v2 huggingface dataset:
Original:  File:Shanghaiviewpic1.jpg|Shanghai, China.
Edit intent: coherence
Original: A report by the Chinese government admits corruption is "very serious".
Revised: A report by the Chinese government states corruption is "very serious".
Edit intent: clarity
Original:  Officials, it says, have investigated over 240,000 cases in the past seven years including bribery and embezzelement . [[File:Shanghaiviewpic1.jpg|Shanghai, China.
Revised:  Officials, it says, have investigated over 240,000 cases in the past seven years including bribery and embezzlement . [[File:Shanghaiviewpic1.jpg|Shanghai, China.
Edit intent: fluency
Original:  ]] The report, released by China's state news agency , Xinhua, states the government are attempting to flush out corrupt citizens need to be more effective, but their efforts have "yielded notable results".
Revised:  ]] The report, released by state news agency , Xinhua, states the government are attempting to flush out corrupt citizens need to be more effective, but their efforts have "yielded notable results".
Edit intent: clarity
Original:  ]] The report, released by China's state news agency , Xinhua, states the government are attempting to flush out corrupt citizens need to be more effective, but their efforts have "yielded notable results".
Revised:  ]] The report, released by China's state news agency Xinhua, states the government are attempting to flush out corrupt citizens need to be more effective, but their efforts have "yielded notable results".
Edit intent: fluency
Original:  ]] The report, released by China's state news agency , Xinhua, states the government are attempting to flush out corrupt citizens need to be more effective, but their efforts have "yielded notable results".
Revised:  ]] The report, released by China's state news agency , Xinhua, states government attempts to flush out corrupt citizens need to be more effective, but their efforts have "yielded notable results".
Edit intent: clarity
Original:  It also praises the internet and the media for exposing corruption.
Revised:  It also praises the Internet and the media for exposing corruption.
Edit intent: fluency
Original:  In recent years China has taken an agressive stance on corruption, launching several campaigns against corrupt practices.
Revised:  In recent years China has launched several campaigns against corrupt practices.
Edit intent: clarity
Original:  An Chinese anti-corruption researcher told Xinhua the report showed "China has a more open and cooperative attitude toward the problem."
Revised:  A Chinese anti-corruption researcher told Xinhua the report showed "China has a more open and cooperative attitude toward the problem."
Edit intent: fluency
Original:  this year the highest ranking justice official in Chongqing, Wen Qiang, was executed after he was found to have accepted bribes and shielded criminal gangs, and in 2008 a powerful party boss was jailed for 18 years after he was found to have been involved in a pension fund scandal.
Revised:  this year the highest ranking justice official in Chongqing, Wen Qiang, was executed for accepting bribes and shielding criminal gangs, and in 2008 a powerful party boss was jailed for 18 years after he was found to have been involved in a pension fund scandal.
Edit intent: fluency
Original:  this year the highest ranking justice official in Chongqing, Wen Qiang, was executed after he was found to have accepted bribes and shielded criminal gangs, and in 2008 a powerful party boss was jailed for 18 years after he was found to have been involved in a pension fund scandal.
Revised:  this year the highest ranking justice official in Chongqing, Wen Qiang, was executed after he was found to have accepted bribes and shielded criminal gangs, and in 2008 a powerful party boss was jailed for 18 years for involvement in a pension fund scandal.
Edit intent: style
Original:  A Chinese anti-corruption researcher told Xinhua the report showed " China has a more open and cooperative attitude toward the problem."
Revised:  A Chinese anti-corruption researcher told Xinhua the report showed " a more open and cooperative attitude toward the problem."
Edit intent: clarity
Original:  this year the highest ranking justice official in Chongqing, Wen Qiang, was executed for accepting bribes and shielding criminal gangs  , and in 2008 a powerful party boss was jailed for 18 years for involvement in a pension fund scandal.
Revised:  this year the highest ranking justice official in Chongqing, Wen Qiang, was executed for accepting bribes , shielding criminal gangs , and in 2008 a powerful party boss was jailed for 18 years for involvement in a pension fund scandal.
Edit intent: fluency
Original:  However, the report notes ridding corruption will not be easy . "Since the relevant mechanisms and systems are still incomplete, corruption persists, with some cases even involving huge sums of money," it states.
Revised:  Although the report notes ridding corruption will not be easy . "Since the relevant mechanisms and systems are still incomplete, corruption persists, with some cases even involving huge sums of money," it states.
Edit intent: fluency
Original:  ]] The report , released by state news agency Xinhua, states government attempts to flush out corrupt citizens need to be more effective , but their efforts have "yielded notable results".
Revised:  ]] The document , released by state news agency Xinhua, states government attempts to flush out corrupt citizens need to be more effective , but their efforts have "yielded notable results".
Edit intent: clarity
Original:  The report further warns of corruption within government, containing new regulations ordering government officials to report investment and income.
Revised:  The report further warns of corruption within government, noting new regulations ordering government officials to report investment and income.
Edit intent: clarity
Original:  The British Education Secretary, Ruth Kelly, annouced during the week that junk food is to be banned from schools in England from September 1st 2006.
Revised: 10px|Junk food is set to be banished from British schools The British Education Secretary, Ruth Kelly, annouced during the week that junk food is to be banned from schools in England from September 1st 2006.
Edit intent: style
Original: 10px |Junk food is set to be banished from British schools The British Education Secretary, Ruth Kelly, annouced during the week that junk food is to be banned from schools in England from September 1st 2006.
Revised: 200px |Junk food is set to be banished from British schools The British Education Secretary, Ruth Kelly, annouced during the week that junk food is to be banned from schools in England from September 1st 2006.
Edit intent: fluency
Original:  Items such as crisps, sweets,  bars and chewing gum are expected to be among the items banned.
Revised:  Items such as crisps, sweets, candy bars and chewing gum are expected to be among the items banned.
Edit intent: coherence
Original:  Items such as crisps, sweets, candy bars and chewing gum are expected to be among the items banned.
Revised:  Items such as crisps, sweets, chocolate bars and chewing gum are expected to be among the items banned.
Edit intent: clarity
Original: 200px|Junk food is set to be banished from British schools The British Education Secretary, Ruth Kelly, annouced during the week that junk food is to be banned from schools in England from September 1st 2006.
Revised: 200px|Junk food is set to be banished from British schools The British Education Secretary, Ruth Kelly, announced during the week that junk food is to be banned from schools in England from September 1st 2006.
Edit intent: fluency
Original:  Dr. Gesch found that nutrition supplements nutrition supplements produced a 26\% drop in violations of prison rules over a placebo, and a 37\% decrease in violent offenses.
Revised:  Dr. Gesch found that nutrition supplements produced a 26\% drop in violations of prison rules over a placebo, and a 37\% decrease in violent offenses.
Edit intent: fluency
Original:  However, Schoenthaler and Gesch claim that their are long term impacts over and above the short term consequences 
Revised:  However, Schoenthaler and Gesch suggest that their are long term impacts over and above the short term consequences 
Edit intent: clarity
Original:  However, Schoenthaler and Gesch suggest that their are long term impacts over and above the short term consequences of blood sugar variations  
Revised:  However, Schoenthaler and Gesch suggest that their are long term impacts over and above the short term consequences of blood sugar variations . 
Edit intent: fluency
Original:  In a very large test, Schoenthaler directed a  in meals at 803 New York City schools, in low-income neighbourhoods , finding that the number of students passing final exams increased by 16\%.
Revised:  In a very large test, Schoenthaler directed a study in meals at 803 New York City schools, in low-income neighbourhoods , finding that the number of students passing final exams increased by 16\%.
Edit intent: clarity
Original:  In a very large test, Schoenthaler directed a  in meals at 803 New York City schools, in low-income neighbourhoods , finding that the number of students passing final exams increased by 16\%.
Revised:  In a very large test, Schoenthaler directed a in meals at 803 New York City schools, in low-income neighborhoods , finding that the number of students passing final exams increased by 16\%.
Edit intent: fluency
Original:  Critics has questioned some of Dr. Schoenthaler findings, due to  lack of placebo control groups.
Revised:  Critics have questioned some of Dr. Schoenthaler findings, due to lack of placebo control groups.
Edit intent: fluency
Original:  Critics has questioned some of Dr. Schoenthaler findings, due to  lack of placebo control groups.
Revised:  Critics has questioned some of Dr. Schoenthaler findings, due to the lack of placebo control groups.
Edit intent: fluency
Original:  However, Schoenthaler and Gesch suggest that their are long term impacts over and above the short term consequences of blood sugar variations.
Revised:  However, Schoenthaler and Gesch suggest that there are long term impacts over and above the short term consequences of blood sugar variations.
Edit intent: fluency
Original: From Saturday, the minimum wage (in the United Kingdom) will be increased to £5.05 which will benefit more than a million workers.
Revised: From Saturday, the minimum wage (in the United Kingdom) will be increased to £5.05 which will affect more than a million workers.
Edit intent: clarity
Original:  Stan is located NUMBER miles DIRECTION of PLACE, and is currently tracking DIRECTION at NUMBER miles per hour   .
Revised:  Stan is located NUMBER miles DIRECTION of PLACE, and is currently tracking DIRECTION at NUMBER miles per hour . .
Edit intent: fluency
Original: The storm is expected to weaken as it crosses the Yucatan Peninsula, and then to strengthen again when it encounters the warm waters of the Gulf of Mexico.
Revised: The storm is expected to weaken as it crosses the Yucatan Peninsula, then strengthen again when it encounters the warm waters of the Gulf of Mexico.
Edit intent: fluency
Original: The National Hurricane Center Tropical Prediction Center has upgraded Tropical Depression Twenty to Tropical Storm status.
Revised: The Tropical Prediction Center has upgraded Tropical Depression Twenty to Tropical Storm status.
Edit intent: clarity
Original: The National Hurricane Center Tropical Prediction Center has upgraded Tropical Depression Twenty to Tropical Storm status.
Revised: The National Hurricane Center Tropical Prediction Center has upgraded Twenty to status.
Edit intent: clarity
Original:  Stan is located 50 miles SSE of Progreso , Mexico, and is currently tracking WNW at 12 miles per hour.
Revised:  Stan is located 50 miles SSE of , Mexico, and is currently tracking WNW at 12 miles per hour.
Edit intent: clarity
Original: In the past two years, the RIAA has filled more than 14,800 lawsuits against people for illegally sharing music online.
Revised: In the past two years, the RIAA has filled more than 14,800 lawsuits against people for sharing music online.
Edit intent: clarity
Original: In the past two years, the RIAA has filled more than 14,800 lawsuits against people for illegally sharing music online.
Revised: In the past two years, the RIAA has filed more than 14,800 lawsuits against people for illegally sharing music online.
Edit intent: fluency
Original: In the past two years, the RIAA has filled more than 14,800 lawsuits against people for illegally sharing music online.
Revised: In the past two years, the RIAA has filled more than 14,800 lawsuits against people accused of illegally sharing music online.
Edit intent: clarity
Original: The Recording Industry Association of America (RIAA) has filed 757 against people who were allegedly illegally sharing music online.
Revised: The Recording Industry Association of America (RIAA) has filed 757 against people who they alleged illegally shared music online.
Edit intent: clarity
Original:  Six hundred and ninety three of these suits are against people who were using peer-to-peer file-sharing networks such as eDonkey and LimeWire .
Revised:  Six hundred and ninety three of these suits are against people who used peer-to-peer file-sharing networks such as eDonkey and LimeWire .
Edit intent: coherence
Original:  Six hundred and ninety three of these suits are against people who were using peer-to-peer file-sharing networks such as eDonkey and LimeWire .
Revised:  Six hundred and ninety three of these suits are against people who were using peer-to-peer file-sharing networks such as eDonkey and LimeWire 
Edit intent: fluency
Original:  The remaining sixty-four people sued were students at 17 different universities using the Internet2 network .
Revised:  to exchange music files. Of the remaining lawsuits, 64 are against students at 17 different universities using the Internet2 network .
Edit intent: clarity
Original:  The remaining sixty-four people sued were students at 17 different universities using the Internet2 network .
Revised:  The remaining sixty-four people sued were students at 17 different universities who used the Internet2 network .
Edit intent: clarity
Original:  The students were using a peer-to-peer file sharing program called i2hub.  i2hub  is designed for students to use to share files over the Internet2 network.
Revised:  The students were using a peer-to-peer file sharing program called i2hub. The i2hub is designed for students to use to share files over the Internet2 network.
Edit intent: clarity
Original:  The students were using a peer-to-peer file sharing program called i2hub.  i2hub  is designed for students to use to share files over the Internet2 network.
Revised:  The students were using a peer-to-peer file sharing program called i2hub. i2hub program is designed for students to use to share files over the Internet2 network.
Edit intent: coherence
Original:  The students were using a peer-to-peer file sharing program called i2hub.  i2hub  is designed for students to use to share files over the Internet2 network.
Revised:  The students were using a peer-to-peer file sharing program called i2hub. i2hub is designed for use in sharing files over the Internet2 network.
Edit intent: clarity
Original:  The Internet2 is a high speed network used by 207 US universities.
Revised:  The Internet2 is a high speed network in use by 207 US universities.
Edit intent: clarity
Original:  The Internet2 is a high speed network used by 207 US universities.
Revised:  The Internet2 is a high speed network used by 207 U.S. universities.
Edit intent: fluency
Original:  In the past two years, the RIAA has filed more than 14,800 lawsuits against people accused of illegally sharing music online.
Revised:  Over the past two years, the RIAA has filed more than 14,800 lawsuits against people accused of illegally sharing music online.
Edit intent: fluency
Original: The Recording Industry Association of America (RIAA) has filed 757  against people who they alleged illegally shared music online.
Revised: The Recording Industry Association of America (RIAA) has filed 757 lawsuits against people who they alleged illegally shared music online.
Edit intent: clarity
Original:  The Abilene Network allows for very high speed connections, many time faster then DSL or Cable connections.
Revised:  The Abilene Network allows for very high speed connections, many times faster then DSL or Cable connections.
Edit intent: fluency
Original: Along with the ash cloud, a large amount of hot rocks (some reaching 3 ft. in diameter) flew on all directions, damaging roads, homes and vegetation.
Revised: Along with the ash cloud, a large amount of hot rocks (some reaching 3 feet in diameter) flew on all directions, damaging roads, homes and vegetation.
Edit intent: fluency
Original: Initially at the time of the explosion, those attending the game could not leave during halftime, and were later instructed by the public announcement system not to exit on the west and south ends of the stadium.
Revised: Those attending the game could not leave during halftime, and were later instructed by the public announcement system not to exit on the west and south ends of the stadium.
Edit intent: clarity
Original: Initially at the time of the explosion, those attending the game could not leave during halftime, and were later instructed by the public announcement system not to exit on the west and south ends of the stadium.
Revised: Initially at the time of the explosion, those attending the game were initially told not to leave during halftime, and were later instructed by the public announcement system not to exit on the west and south ends of the stadium.
Edit intent: clarity
Original:  Bomb searches were done in the parking complexes outside the stadium and  around the west side of neighboring accessways .
Revised:  Bomb searches were done in the parking complexes outside the stadium and neighboring accessways around the west side of neighboring accessways .
Edit intent: fluency
Original:  Bomb searches were done in the parking complexes outside the stadium and  around the west side of neighboring accessways .
Revised:  Bomb searches were done in the parking complexes outside the stadium and around the west side of the stadium .
Edit intent: clarity
Original:  Those inside and outside the stadium had heard a "boom," like a cannon going off, and others report feeling the blast from blocks away.
Revised:  Those inside and outside the stadium had heard a "boom," and others report feeling the blast from blocks away.
Edit intent: clarity
Original:  It occured near locations of busses and other parking for the game  .
Revised:  It occured near locations of busses parked for the game .
Edit intent: clarity
Original:  Following the initial explosion, authorites searched and located at least one other device in the vacinity, and the device was detonated without incident.
Revised:  Authorites searched and located at least one other device in the vacinity, and the device was detonated without incident.
Edit intent: clarity
Original:  OU President Boren said in a statement that "At no time was anyone in the stadium in danger,"  the incident is being investigated as an apparent  suicide
Revised:  OU President Boren said in a statement that "At no time was anyone in the stadium in danger," and that the incident is being investigated as an apparent suicide
Edit intent: coherence
Original: In the state of Connecticut today, a law allowing civil unions for gay couples took effect.
Revised: In the state of Connecticut today, a law allowing civil unions for same-sex couples took effect.
Edit intent: clarity
Original:  Already, oppoenents are lobbying an amendment that will ban gay marriage.
Revised:  Already, oppoenents are lobbying an amendment that will ban same-sex marriage.
Edit intent: fluency
Original:  Fellow New England states, Vermont and Massachusetts  were forced to allow civil unions.
Revised:  Fellow New England states, Vermont and Massachusetts , were forced to allow civil unions.
Edit intent: fluency
Original:  Some localities have recognized same-sex couples in the form of a domestic partnership  Of course, not everyone is happy about the law.
Revised:  Some localities have recognized same-sex couples in the form of a domestic partnership . Of course, not everyone is happy about the law.
Edit intent: fluency
Original:  Some localities have recognized same-sex couples in the form of a domestic partnership  Of course, not everyone is happy about the law.
Revised:  Some localities have recognized same-sex couples in the form of a domestic partnership Not everyone is happy about the law.
Edit intent: coherence
Original:  Already, opponents are lobbying  an amendment that will ban same-sex marriage.
Revised:  Already, opponents are lobbying for an amendment that will ban same-sex marriage.
Edit intent: clarity
Original: The  law is also unique as it was the first law on gay marriage to be passed voluntarily instead of by lawsuit.
Revised: The law to be passed voluntarily instead of by lawsuit.
Edit intent: coherence
Original:  Fellow New England states , Vermont and Massachusetts , were forced to allow civil unions.
Revised:  Fellow New England states Vermont and Massachusetts , were forced to allow civil unions.
Edit intent: fluency
Original:  Fellow New England states , Vermont and Massachusetts , were forced to allow civil unions.
Revised:  Fellow New England states , Vermont and Massachusetts to allow civil unions.
Edit intent: clarity
Original:  The group held a protest outside the Capitol which was only attended by 50 people.
Revised:  The group held a protest outside the Capitol which was attended by 50 people.
Edit intent: clarity
Original:  The policy will cover all sectors of agriculture in the nation, and will be implemented by the ministry of Agriculture   
Revised:  The policy will cover all sectors of agriculture in the nation, and will be implemented by the ministry of Agriculture . 
Edit intent: fluency
Original: The Christian Democrats (CDU) of Angela Merkel have won the by-election to the 2005 German federal election in Dresden and gained one additional overhang seat in the Bundestag.
Revised: The Christian Democrats (CDU) of Angela Merkel have won the by-election in Dresden and gained one additional overhang seat in the Bundestag.
Edit intent: clarity
Original:  The CDU candidate Andreas Lämmel got 37,0 \% of the first votes, his Social Democratic contenter Marlies Volkmer 32,1 \% and the candidate of The Left, Katja Kipping, 19,2 \%.
Revised:  The CDU candidate Andreas Lämmel got 37.0 \% of the first votes, his Social Democratic contenter Marlies Volkmer 32,1 \% and the candidate of The Left, Katja Kipping, 19,2 \%.
Edit intent: fluency
Original:  The CDU candidate Andreas Lämmel got 37,0 \% of the first votes, his Social Democratic contenter Marlies Volkmer 32,1 \% and the candidate of The Left, Katja Kipping, 19,2 \%.
Revised:  The CDU candidate Andreas Lämmel got 37,0 \% of the first votes, his Social Democratic contender Marlies Volkmer 32.1 \% and the candidate of The Left, Katja Kipping, 19,2 \%.
Edit intent: fluency
Original:  The CDU candidate Andreas Lämmel got 37,0 \% of the first votes, his Social Democratic contenter Marlies Volkmer 32,1 \% and the candidate of The Left, Katja Kipping, 19,2 \%.
Revised:  The CDU candidate Andreas Lämmel got 37,0 \% of the first votes, his Social Democratic contenter Marlies Volkmer 32,1 \% and the candidate of The Left, Katja Kipping, 19.2 \%.
Edit intent: fluency
Original:  The SPD performed better at the second votes, getting 27, 9, followed by the CDU with 24, 4 , The Left with 19, 7, the Free Democrats with 16 , 6\% and the Greens with 7,1 \%.
Revised:  The SPD performed better at the second votes, getting 27, 9, followed by the CDU with , The Left with 19, 7, the Free Democrats with 16 , 6\% and the Greens with 7,1 \%.
Edit intent: coherence