wanyu/IteraTeR_v2 huggingface dataset:
Original:  However, in order to further reduce the grey economy in Romania, advisers said  that the government must also back this up with tougher legislation against tax evasion.
Revised:  However, in order to further reduce the grey economy in Romania, advisers said at the start of the year that the government must also back this up with tougher legislation against tax evasion.
Edit intent: clarity
Original:  Now, with the new, highly-publicised tax evasion laws, tax fraud is expected to decline significantly . UR
Revised:  Now, with the new, highly-publicised tax evasion laws, it is expected that the risk of getting prosecuted for not paying an already-low tax rate will force many businesses out of the black market into the legal economy . UR
Edit intent: clarity
Original:  The Romanian government has drafted legislation pertaining to tax evasion that makes it a criminal offence on the same level as crimes against individuals.
Revised: Romania's new laws against tax evasion are expected to reduce the grey economy and corruption, and make the country's business environment cleaner The Romanian government has drafted legislation pertaining to tax evasion that makes it a criminal offence on the same level as crimes against individuals.
Edit intent: coherence
Original:  Nottingham Forrest  had been leading 1-0 at the time after a goal from Junior Agogo, however after a 15 minute delay both managers agreed to abandon the game as many of the players had been shaken up by the incident.
Revised:  Nottingham Forrest Nottingham Forrest had been leading 1-0 at the time after a goal from Junior Agogo, however after a 15 minute delay both managers agreed to abandon the game as many of the players had been shaken up by the incident.
Edit intent: fluency
Original:  He is believed to be conscious
Revised:  Clarke is currently believed to be conscious
Edit intent: clarity
Original: The Carling Cup tie between Leicester City and Nottingham Forrest was abandoned at half time after Leicester defender Clive Clarke collapsed in the changing room at half time.
Revised: The Carling Cup tie between Leicester City and Nottingham Forest was abandoned at half time after Leicester defender Clive Clarke collapsed in the changing room at half time.
Edit intent: fluency
Original:  The Nottingham Forrest chief executive added: "I think football is secondary to human issues."
Revised:  The Nottingham Forest chief executive added: "I think football is secondary to human issues."
Edit intent: fluency
Original:  Nottingham Forrest had been leading 1-0 at the time after a goal from Junior Agogo, however after a 15 minute delay both managers agreed to abandon the game as many of the players had been shaken up by the incident.
Revised:  Nottingham Forest had been leading 1-0 at the time after a goal from Junior Agogo, however after a 15 minute delay both managers agreed to abandon the game as many of the players had been shaken up by the incident.
Edit intent: style
Original:  Using his other hand, the Karsnia directed the Craig to move toward the door.
Revised:  Using his other hand, Karsnia directed Craig to move toward the door.
Edit intent: fluency
Original:  Kuyt then scored his second, and Liverpool's fourth, with the last touch of the game from a Benayoun assist . Liverpool win 5-0 on aggregate
Revised:  Kuyt then scored his second, and Liverpool's fourth, with the last touch of the game from a Benayoun assist Liverpool win 5-0 on aggregate
Edit intent: fluency
Original:  Kuyt then scored his second, and Liverpool's fourth, with the last touch of the game from a Benayoun assist . Liverpool win 5-0 on aggregate
Revised:  Kuyt then scored his second, and Liverpool's fourth, with the last touch of the game from a Benayoun assist . 
Edit intent: coherence
Original:  Liverpool were without Jamie Carragher or Steven Gerrard due to injury but managed an easy win at home to Toulouse .
Revised:  Liverpool were without or due to injury but managed an easy win at home to Toulouse .
Edit intent: clarity
Original:  Liverpool were without Jamie Carragher or Steven Gerrard due to injury but managed an easy win at home to Toulouse .
Revised:  Liverpool were without Jamie Carragher or Steven Gerrard due to injury but managed an easy win at home to .
Edit intent: clarity
Original:  Peter Crouch put Liverpool 1-0 up after 18 minutes with a header scored from a Dirk Kuyt cross.
Revised:  put Liverpool 1-0 up after 18 minutes with a header scored from a Dirk Kuyt cross.
Edit intent: clarity
Original:  Peter Crouch put Liverpool 1-0 up after 18 minutes with a header scored from a Dirk Kuyt cross.
Revised:  Peter Crouch put Liverpool 1-0 up after 18 minutes with a header scored from a cross.
Edit intent: clarity
Original:  Sami Hyypiä scored the second goal with a header from a Yossi Benayoun corner.
Revised:  scored the second goal with a header from a Yossi Benayoun corner.
Edit intent: clarity
Original:  Sami Hyypiä scored the second goal with a header from a Yossi Benayoun corner.
Revised:  Sami Hyypiä scored the second goal with a header from a corner.
Edit intent: clarity
Original: A Romanian investor kidnapped in the Democratic Republic of Congo on April 5 has been found and declared safe, according to the Romanian Ministry of Foreign Affairs.
Revised: A Romanian been found and declared safe, according to the Romanian Ministry of Foreign Affairs.
Edit intent: clarity
Original: A gethering of more than a thousand medical researchers in Sydney, Australia, has been told that arsenic and Thalidomide — infamous for causing gross birth abnormalities in the 1960s  — may form the basis of new anti-cancer drugs to fight for the incurable bone marrow disorder , multiple myeloma.
Revised: A gethering of more than a thousand medical researchers in Sydney, Australia, has been told that arsenic and Thalidomide — banned in the 1960s — may form the basis of new anti-cancer drugs to fight for the incurable bone marrow disorder , multiple myeloma.
Edit intent: coherence
Original: A gethering of more than a thousand medical researchers in Sydney, Australia, has been told that arsenic and Thalidomide — infamous for causing gross birth abnormalities in the 1960s  — may form the basis of new anti-cancer drugs to fight for the incurable bone marrow disorder , multiple myeloma.
Revised: A gethering of more than a thousand medical researchers in Sydney, Australia, has been told that arsenic and Thalidomide — infamous for causing gross birth abnormalities in the 1960s — held hope as a basis for new treatments, extending the lives of patients with an so-far incurable bone marrow disorder , multiple myeloma.
Edit intent: clarity
Original: A gethering of more than a thousand medical researchers in Sydney, Australia, has been told that arsenic and Thalidomide — infamous for causing gross birth abnormalities in the 1960s  — may form the basis of new anti-cancer drugs to fight for the incurable bone marrow disorder , multiple myeloma.
Revised: A gethering of more than a thousand medical researchers in Sydney, Australia, has been told that arsenic and Thalidomide — infamous for causing gross birth abnormalities in the 1960s — may form the basis of new anti-cancer drugs to fight for the incurable bone marrow cancer , multiple myeloma.
Edit intent: clarity
Original:  It is the most lethal form of cancer known .
Revised:  It is the most lethal form of cancer , and the topic of discussion, at the 10th International Myeloma Workshop, continuing until the 16th of April .
Edit intent: clarity
Original:  The  treatments had advantages over existing chemotherapy treatments, including lessened side-effects, and reducing the need for chemo- and radiotherapy.
Revised:  The two treatments had advantages over existing chemotherapy treatments, including lessened side-effects, and reducing the need for chemo- and radiotherapy.
Edit intent: clarity
Original:  Both treatments were still under test.
Revised:  Both were still under test.
Edit intent: clarity
Original:  "  ]  ]]]   There's no doubt that with the new combinations of drugs - we've got Thalidomide, the sons of Thalidomide, Velcade and arsenic - we're adding years onto patient's lives and certainly it could add up to five years or more," he said
Revised:  " ] ]]] " There's no doubt that with the new combinations of drugs - we've got Thalidomide, the sons of Thalidomide, Velcade and arsenic - we're adding years onto patient's lives and certainly it could add up to five years or more," he said
Edit intent: fluency
Original:  "  ]  ]]]   There's no doubt that with the new combinations of drugs - we've got Thalidomide, the sons of Thalidomide, Velcade and arsenic - we're adding years onto patient's lives and certainly it could add up to five years or more," he said
Revised:  " ] ]]] There's no doubt that with the new combinations of drugs - we've got Thalidomide, the sons of Thalidomide, Velcade and arsenic - we're adding years onto patient's lives and certainly it could add up to five years or more," according to Prof. Prince
Edit intent: coherence
Original: A gathering of more than a thousand medical researchers in Sydney, Australia, has been told that arsenic and Thalidomide — banned in the 1960s after being linked to gross birth abnormalities — held hope as a basis for new treatments, extending the lives of patients with an so-far incurable bone marrow cancer, multiple myeloma.
Edit intent: coherence
Original:  "The development of arsenic dates back many years when it was used for lowering the blood counts in patients, even at the turn of the century," Professor Miles Prince, of the Peter MacCallum Cancer Centre, told Australian Associated Press for the 10th International Myeloma Workshop.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% "Subsequently arsenic%DIFDELCMD < ] %%% was used in China since the 1960s for treating certain forms of Leukaemia," he said.
Revised: %DIFDELCMD < %DIFDELCMD < %%% arsenic%DIFDELCMD < ] %%% was used in China since the 1960s for treating certain forms of Leukaemia," he said.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% "Subsequently arsenic%DIFDELCMD < ] %%% was used in China since the 1960s for treating certain forms of Leukaemia," he said.
Revised: %DIFDELCMD < %DIFDELCMD < %%% "Subsequently %DIFDELCMD < ] %%% was used in China since the 1960s for treating certain forms of Leukaemia," he said.
Edit intent: fluency
Original: %DIFDELCMD < %DIFDELCMD < %%% "Subsequently arsenic%DIFDELCMD < ] %%% was used in China since the 1960s for treating certain forms of Leukaemia," he said.
Revised: %DIFDELCMD < %DIFDELCMD < %%% "Subsequently arsenic%DIFDELCMD < ] %%% 
Edit intent: coherence
Original:  It could be used to induce the cell to "commit suicide".
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% "The side effects with Thalidomide are much less than with chemotherapy because it's not damaging innocent bystander cells - so you don't get low blood counts, you don't lose your hair, you don't get a sore mouth," he said.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  "It was originally thought to work because%DIFDELCMD < [%%% Thalidomide blocks the blood vessel growth in tumours, and that is still true, but the research that we've done has shown that one of its major causes of action is to stimulate%DIFDELCMD < [ %%% immune system T-cells which are directly against the tumour, and these T-cells help patients with myeloma fight their disease," Professor Douglas Joshua, head of Haemotology at Royal Prince Alfred Hospital in Sydney, told Australian radio.
Revised:  %DIFDELCMD < [%%% Thalidomide blocks the blood vessel growth in tumours, and that is still true, but the research that we've done has shown that one of its major causes of action is to stimulate%DIFDELCMD < [ %%% immune system T-cells which are directly against the tumour, and these T-cells help patients with myeloma fight their disease," Professor Douglas Joshua, head of Haemotology at Royal Prince Alfred Hospital in Sydney, told Australian radio.
Edit intent: coherence
Original:  "It was originally thought to work because%DIFDELCMD < [%%% Thalidomide blocks the blood vessel growth in tumours, and that is still true, but the research that we've done has shown that one of its major causes of action is to stimulate%DIFDELCMD < [ %%% immune system T-cells which are directly against the tumour, and these T-cells help patients with myeloma fight their disease," Professor Douglas Joshua, head of Haemotology at Royal Prince Alfred Hospital in Sydney, told Australian radio.
Revised:  "It was originally thought to work because%DIFDELCMD < [%%% blocks the blood vessel growth in tumours, and that is still true, but the research that we've done has shown that one of its major causes of action is to stimulate%DIFDELCMD < [ %%% immune system T-cells which are directly against the tumour, and these T-cells help patients with myeloma fight their disease," Professor Douglas Joshua, head of Haemotology at Royal Prince Alfred Hospital in Sydney, told Australian radio.
Edit intent: coherence
Original:  "It was originally thought to work because%DIFDELCMD < [%%% Thalidomide blocks the blood vessel growth in tumours, and that is still true, but the research that we've done has shown that one of its major causes of action is to stimulate%DIFDELCMD < [ %%% immune system T-cells which are directly against the tumour, and these T-cells help patients with myeloma fight their disease," Professor Douglas Joshua, head of Haemotology at Royal Prince Alfred Hospital in Sydney, told Australian radio.
Revised:  "It was originally thought to work because%DIFDELCMD < [%%% Thalidomide %DIFDELCMD < [ %%% immune system T-cells which are directly against the tumour, and these T-cells help patients with myeloma fight their disease," Professor Douglas Joshua, head of Haemotology at Royal Prince Alfred Hospital in Sydney, told Australian radio.
Edit intent: coherence
Original:  "It was originally thought to work because%DIFDELCMD < [%%% Thalidomide blocks the blood vessel growth in tumours, and that is still true, but the research that we've done has shown that one of its major causes of action is to stimulate%DIFDELCMD < [ %%% immune system T-cells which are directly against the tumour, and these T-cells help patients with myeloma fight their disease," Professor Douglas Joshua, head of Haemotology at Royal Prince Alfred Hospital in Sydney, told Australian radio.
Revised:  "It was originally thought to work because%DIFDELCMD < [%%% Thalidomide blocks the blood vessel growth in tumours, and that is still true, but the research that we've done has shown that one of its major causes of action is to stimulate%DIFDELCMD < [ %%% T-cells which are directly against the tumour, and these T-cells help patients with myeloma fight their disease," Professor Douglas Joshua, head of Haemotology at Royal Prince Alfred Hospital in Sydney, told Australian radio.
Edit intent: clarity
Original:  "It was originally thought to work because%DIFDELCMD < [%%% Thalidomide blocks the blood vessel growth in tumours, and that is still true, but the research that we've done has shown that one of its major causes of action is to stimulate%DIFDELCMD < [ %%% immune system T-cells which are directly against the tumour, and these T-cells help patients with myeloma fight their disease," Professor Douglas Joshua, head of Haemotology at Royal Prince Alfred Hospital in Sydney, told Australian radio.
Revised:  "It was originally thought to work because%DIFDELCMD < [%%% Thalidomide blocks the blood vessel growth in tumours, and that is still true, but the research that we've done has shown that one of its major causes of action is to stimulate%DIFDELCMD < [ %%% immune system 
Edit intent: coherence
Original: Hammers midfielder Kieron Dyer suffered a suspected broken leg in the Carling Cup tie against Bristol Rovers.
Revised: West Ham United midfielder Kieron Dyer suffered a suspected broken leg in the Carling Cup tie against Bristol Rovers.
Edit intent: clarity
Original:  Dyer, who joined from Newcastle  at the start of this season, was carried off on a stretcher in the first few minutes of the game.
Revised:  Dyer, who joined from Newcastle United at the start of this season, was carried off on a stretcher in the first few minutes of the game.
Edit intent: clarity
Original: Ayala  spoke "emotionally and with disgust" to the San Jose Mercury News when she originally described the incident to the paper.
Revised: Ayala 's original account of the incident spoke "emotionally and with disgust" to the San Jose Mercury News when she originally described the incident to the paper.
Edit intent: clarity
Original: Ayala  spoke "emotionally and with disgust" to the San Jose Mercury News when she originally described the incident to the paper.
Revised: Ayala spoke "emotionally and with disgust" to the San Jose Mercury News when she described it to the paper.
Edit intent: clarity
Original: The Associated Press more recently reports on Alyala, quoting her saying, "Lies, lies, lies, that's all I am hearing.
Revised:  "Lies, lies, lies, that's all I am hearing.
Edit intent: coherence
Original:  Anna Ayala, the Las Vegas woman who claims to have found the notorious "chili finger" at a Wendy's outlet in San Jose, California, has a history of filing lawsuits against other businesses, according to researchers at the Associated Press.
Revised:  Anna Ayala, the Las Vegas woman who claims to have found the notorious "chili finger" at a Wendy's outlet in San Jose, California, has filed lawsuits against other businesses, according to researchers at the Associated Press.
Edit intent: clarity
Original:  Ayala is now secluded in her Las Vegas home, avoiding reporters.
Revised:  Ayala is now in her Las Vegas home, avoiding reporters.
Edit intent: clarity
Original:  "I didn't want any commotion," he said.
Revised:  "I didn't want any commotion," he 
Edit intent: fluency
Original:  "I didn't want any commotion," he sai
Revised:  "I didn't want any commotion," he said
Edit intent: fluency
Original: Wal-Mart is doing this by setting up one subsidiary to run all it's stores and sets another subsidiary up to own its real estate.
Revised: Wal-Mart is doing this by setting up one subsidiary to run all its stores and sets another subsidiary up to own its real estate.
Edit intent: fluency
Original: Wal-Mart is doing this by setting up one subsidiary to run all its stores and sets another subsidiary up to own its real estate.
Revised: Wal-Mart is doing this by setting up one subsidiary to run all its stores and setting up another subsidiary to own its real estate.
Edit intent: fluency
Original:  The Wal-Mart corporation claims that they are doing nothing wrong, rather they are taking advantage of an overlap of state and federal tax laws in an effort to reduce it's taxes and cost
Revised:  The Wal-Mart corporation claims that they are doing nothing wrong, rather they are taking advantage of an overlap of state and federal tax laws in an effort to reduce its taxes and cost
Edit intent: fluency
Original: | Hello, I'm interviewing Elena Congost Mohedano who is a Spanish Paralympic athlete who won a silver in London and is going to Lyon to compete in the 2013 IPC Athletics World Championships.
Revised:  Hello, I'm interviewing Elena Congost Mohedano who is a Spanish Paralympic athlete who won a silver in London and is going to Lyon to compete in the 2013 IPC Athletics World Championships.
Edit intent: fluency
Original: | Hello, I'm interviewing Elena Congost Mohedano who is a Spanish Paralympic athlete who won a silver in London and is going to Lyon to compete in the 2013 IPC Athletics World Championships.
Revised: | Hello, I'm interviewing Elena Congost Mohedano who is a Spanish Paralympic athlete who won a silver in and is going to Lyon to compete in the 2013 IPC Athletics World Championships.
Edit intent: coherence
Original:  Elena Congost Mohedano: Yes, (Unintelligible.)
Revised:  Elena Congost Mohedano: Yes, Unintelligible
Edit intent: fluency
Original:   Do you plan to continue running until 2020 if Madrid gets the Games?
Revised:  . Do you plan to continue running until 2020 if Madrid gets the Games?
Edit intent: fluency
Original:  (laughs) First 2016 in Rio , and then...
Revised:  (laughs) First , and then...
Edit intent: coherence
Original:  In middle distance no. 2, 3, 4 girls only.
Revised:  In middle distance no. Two, three, four girls only.
Edit intent: fluency
Original:  It's like 27 total Spanish competing, and there's like 3 women?
Revised:  It's like 27 total Spanish competing, and there's like three women?
Edit intent: fluency
Original:  With so many sporting opportunities for people with vision impairements in Spain, why did you choose track and field?
Revised:  With so many sporting opportunities for people with vision impairments in Spain, why did you choose track and field?
Edit intent: fluency
Original:  Is there any particular athlete you remember from when you were young being particularily inspiring?
Revised:  Is there any particular athlete you remember from when you were young being particularly inspiring?
Edit intent: fluency
Original:  Better. | As somebody who's been competing for more than ten years, has there been a big change in the Paralympic movement from your perspective?
Revised:  Better. As somebody who's been competing for more than ten years, has there been a big change in the Paralympic movement from your perspective?
Edit intent: coherence
Original:  It's like 27 total Spanish competing, and there's like three women?
Revised:  It's like 27 total Spanish competing, and there's like three women?
Edit intent: fluency
Original:  Both sports will operate with extended cards in make up for the cancelled event last weekend  
Revised:  Both sports will operate with extended cards in make up for the cancelled event last weekend . 
Edit intent: fluency
Original:  Both sports will operate with extended cards in make up for the cancelled event last weekend  
Revised:  Both sports will operate with extended cards in make up for the cancelled event last weekend Related new
Edit intent: clarity
Original:   Western Australian Agriculture and Food Minister Mr Kim Chance said "The 15 imported horses from New South Wales, three from Queensland and one from South Australia have now all tested negative to equine influenza..." Mr Chance said that the restrictions on bringing horses into the state were still in place and that horse qwners should remain vigilant about biosecurity .
Revised:  Western Australian Agriculture and Food Minister Mr Kim Chance said "The 15 imported horses from New South Wales, three from Queensland and one from South Australia have now all tested negative to equine influenza..." Mr Chance said that the restrictions on bringing horses into the state were still in place and that horse owners should remain vigilant about biosecurity .
Edit intent: fluency
Original:   Western Australian Agriculture and Food Minister Mr Kim Chance said "The 15 imported horses from New South Wales, three from Queensland and one from South Australia have now all tested negative to equine influenza..." Mr Chance said that the restrictions on bringing horses into the state were still in place and that horse qwners should remain vigilant about biosecurity .
Revised:  Western Australian Agriculture and Food Minister Mr Kim Chance said "The 15 imported horses from New South Wales, three from Queensland and one from South Australia have now all tested negative to equine influenza..." Mr Chance said that the restrictions on bringing horses into the state were still in place and that horse qwners should remain vigilant about Biosecurity .
Edit intent: fluency
Original: JPG| Belmont Park Race Course , first race is at Western Australian Agriculture and Food Minister Mr Kim Chance said "The 15 imported horses from New South Wales, three from Queensland and one from South Australia have now all tested negative to equine influenza..."
Revised: JPG| Belmont Park Race Course Western Australian Agriculture and Food Minister Mr Kim Chance said "The 15 imported horses from New South Wales, three from Queensland and one from South Australia have now all tested negative to equine influenza..."
Edit intent: coherence