wanyu/IteraTeR_v2 huggingface dataset:
Original: Some residents in the area had to leave their homes after a mub slide came down Friday evening.
Revised: Some residents in the area had to leave their homes after a mud slide came down Friday evening.
Edit intent: fluency
Original: ]] The rain has stopped in the Lower Mainland in British Columbia, but the Greater Vancouver Regional District (GVRD) says the region's haters to waters are not over yet but it has so many commits .
Revised: ]] The rain has stopped in the Lower Mainland in British Columbia, but the Greater Vancouver Regional District (GVRD) says the region's water worries are not over yet but it has so many commits .
Edit intent: fluency
Original: ]] The rain has stopped in the Lower Mainland in British Columbia, but the Greater Vancouver Regional District (GVRD) says the region's haters to waters are not over yet but it has so many commits .
Revised: ]] The rain has stopped in the Lower Mainland in British Columbia, but the Greater Vancouver Regional District (GVRD) says the region's haters to waters are not over .
Edit intent: coherence
Original: Stormont Following an historic meeting between Ian Paisley and Gerry Adams, the leaders of the DUP and Sinn Fein respectively, devolved government is to return to Northern Ireland.
Revised:  Following an historic meeting between Ian Paisley and Gerry Adams, the leaders of the DUP and Sinn Fein respectively, devolved government is to return to Northern Ireland.
Edit intent: clarity
Original:  NCAA.com GameCenter NCAA.com Boxscore NCAA.com Play-by-Play NCAA.com Shot Chart Related Articles NCAA: UCLA defeats Kansas, Ohio State holds off Memphi
Revised:  Related Articles NCAA: UCLA defeats Kansas, Ohio State holds off Memphi
Edit intent: coherence
Original:  NCAA.com GameCenter NCAA.com Boxscore NCAA.com Play-by-Play NCAA.com Shot Chart Related Articles NCAA: UCLA defeats Kansas, Ohio State holds off Memphi
Revised:  NCAA.com GameCenter NCAA.com Boxscore NCAA.com Play-by-Play NCAA.com Shot Chart Related new
Edit intent: coherence
Original: Sorenson, now aged 63, was discovered to be downloading child pornography by an employee of his parish at the St. John Fisher Church in , who had been trained on how to identify predators.
Revised: Sorenson, now aged 63, was discovered to be downloading child pornography by an employee of his parish at the St. John Fisher Church in , . The employee had been tutored on how to identify predators.
Edit intent: clarity
Original: Sorenson, now aged 63, was discovered to be downloading child pornography by an employee of his parish at the St. John Fisher Church in , who had been trained on how to identify predators.
Revised: Sorenson, now aged 63, was discovered to be downloading child pornography by an employee of his parish at the St. John Fisher Church in , who had been trained on how to distinguish predators.
Edit intent: clarity
Original:  Police investigating the case found over 5,000 downloaded images of young boys , including some  engaging in sexual activity, that Sorenson had stored on CDs in his church office.
Revised:  Police investigating the case found over 5,000 downloaded child pornography images , including some engaging in sexual activity, that Sorenson had stored on CDs in his church office.
Edit intent: clarity
Original:  Police investigating the case found over 5,000 downloaded images of young boys , including some  engaging in sexual activity, that Sorenson had stored on CDs in his church office.
Revised:  Police investigating the case found over 5,000 downloaded images of young boys , including some young boys engaging in sexual activity, that Sorenson had stored on CDs in his church office.
Edit intent: fluency
Original:  Police investigating the case found over 5,000 downloaded child pornography images , including some young boys engaging in sexual activity, that Sorensonhad stored on CDs in his church office.
Revised:  Police investigating the case found over 5,000 child pornography images , including some young boys engaging in sexual activity, that Sorensonhad stored on CDs in his church office.
Edit intent: clarity
Original: image:Treo.jpg|The Treo was developed by palmOne]] A new company named Numenta was founded today by Jeff Hawkins, founder of handheld computer company palmOne, with his longtime partner Donna Dubinsky.
Revised: image:Treo.jpg|The Treo was developed by palmOne]] A company named Numenta was founded today by Jeff Hawkins, founder of handheld computer company palmOne, with his longtime partner Donna Dubinsky.
Edit intent: clarity
Original: image:Treo.jpg|The Treo was developed by palmOne]] A new company named Numenta was founded today by Jeff Hawkins, founder of handheld computer company palmOne, with his longtime partner Donna Dubinsky.
Revised: image:Treo.jpg|The Treo was developed by palmOne]] A new company named Numenta was founded today by Jeff Hawkins, founder of handheld computer company palmOne, and his longtime partner Donna Dubinsky.
Edit intent: fluency
Original:  The company 's focus is the creation of technology to emulate the workings of the human brain.
Revised:  The company is focused on the creation of technology to emulate the workings of the human brain.
Edit intent: clarity
Original:  They are based in Menlo Park - California, Hawkins has been intrigued by the faculties of the human brain for years.
Revised:  They are based in Menlo Park , California. Hawkins has been intrigued by the faculties of the human brain for years.
Edit intent: fluency
Original:  Hawkins' official recognition with the company will only be as 'founder', and will be led by Dubinsky.
Revised:  Hawkins' official recognition with the company will only be as 'founder', as the company will be led by Dubinsky.
Edit intent: coherence
Original:  The company will not charge fees for its products during the first few years in order to encourage further development of the technology and built up a development community.
Revised:  The company will not charge fees for its products during the first few years in order to encourage further development of the technology and build up a development community.
Edit intent: fluency
Original:  Hawkins and  co-founder Dileep George have been working on developing the technology since 2003, and  devised an example piece of software.
Revised:  Hawkins and co-founder Dileep George have been working on developing the technology since 2003, and have devised an example piece of software.
Edit intent: fluency
Original:  Data is put in to the program by showing it in 90 different pictures.
Revised:  Data is put into the program by showing it in 90 different pictures.
Edit intent: fluency
Original:  Data is put in to the program by showing it in 90 different pictures.
Revised:  Data is put in to the program by showing it 90 different pictures.
Edit intent: fluency
Original:  If outfitted with a camera, the system could recognise terrorists' faces or criminals in crowds.
Revised:  If outfitted with a camera, the system could recognise the faces of wanted terrorists or criminals in crowds.
Edit intent: clarity
Original:  Plugged in to weather data, the system could possibly forecast weather with an artificial 'Sixth sense' .
Revised:  Plugged into weather data, the system could possibly forecast weather with an artificial 'Sixth sense' .
Edit intent: fluency
Original:  Plugged in to weather data, the system could possibly forecast weather with an artificial 'Sixth sense' .
Revised:  Plugged in to weather data, the system could possibly forecast the weather with greater accuracy than current systems .
Edit intent: clarity
Original:  If outfitted with a camera, the system could recognise the faces of wanted terrorists or criminals in crowds.
Revised:  If outfitted with a camera, a sophisticated pattern matching system could be used by law enforcement to recognise the faces of wanted terrorists or criminals in crowds.
Edit intent: clarity
Original:  If outfitted with a camera, the system could recognise the faces of wanted terrorists or criminals in crowds.
Revised:  If outfitted with a camera, the system could recognise the faces of wanted criminals in crowds.
Edit intent: clarity
Original:  Plugged into weather data, the system could possibly forecast the weather with greater accuracy than current systems.
Edit intent: coherence
Original:  Other notable attempts at creating more powerful computer systems include Artificial intelligence, which ended in disappointment in the mid 1980's , and the Quantum Computer, which is currently still in development
Revised:  Other notable attempts at creating more powerful computer systems include Artificial intelligence, which ended in disappointment in the mid 1980s , and the Quantum Computer, which is currently still in development
Edit intent: fluency
Original: Image :Treo.jpg|The Treo was developed by palmOne]] A company named Numenta was founded today by Jeff Hawkins , founder of handheld computer company palmOne , and his longtime partner Donna Dubinsky .
Revised: Image :Treo.jpg|The Treo was developed by palmOne]] A company named was founded today by Jeff Hawkins , founder of handheld computer company palmOne , and his longtime partner Donna Dubinsky .
Edit intent: coherence
Original: Image :Treo.jpg|The Treo was developed by palmOne]] A company named Numenta was founded today by Jeff Hawkins , founder of handheld computer company palmOne , and his longtime partner Donna Dubinsky .
Revised: Image :Treo.jpg|The Treo was developed by palmOne]] A company named Numenta was founded today by , founder of handheld computer company palmOne , and his longtime partner Donna Dubinsky .
Edit intent: clarity
Original: Image :Treo.jpg|The Treo was developed by palmOne]] A company named Numenta was founded today by Jeff Hawkins , founder of handheld computer company palmOne , and his longtime partner Donna Dubinsky .
Revised: Image :Treo.jpg|The Treo was developed by palmOne]] A company named Numenta was founded today by Jeff Hawkins , founder of handheld computer company palmOne , and his longtime partner .
Edit intent: coherence
Original:  The company is focused on the creation of technology to emulate the workings of the human brain .
Revised:  The company is focused on the creation of technology to emulate the workings of the .
Edit intent: clarity
Original:  They are based in Menlo Park , California.
Revised:  They are based in w|Menlo Park , California.
Edit intent: fluency
Original:  In 2002 , he founded the Redwood Neuroscience Institute .
Revised:  In , he founded the Redwood Neuroscience Institute .
Edit intent: coherence
Original:  His theories on the working of the brain were explained in "On Intelligence: How a New Understanding of the Brain Will Lead to the Creation of Truly Intelligent Machines," co-written with Sandra Blakeslee . Hawkins' official recognition with the company will only be as 'founder', as the company will be led by Dubinsky.
Revised:  His theories on the working of the brain were explained in "On Intelligence: How a New Understanding of the Brain Will Lead to the Creation of Truly Intelligent Machines," co-written with . Hawkins' official recognition with the company will only be as 'founder', as the company will be led by Dubinsky.
Edit intent: clarity
Original:  Pattern matching is still difficult for today's hardware and software technologies.
Revised:  Pattern matching is still difficult for today's and software technologies.
Edit intent: clarity
Original:  Other notable attempts at creating more powerful computer systems include Artificial intelligence , which started in the 1950s and took off in the mid 1980s and led to disappointment due to high expectations, and the Quantum Computer , both fields are still in active development.
Revised:  Other notable attempts at creating more powerful computer systems include , which started in the 1950s and took off in the mid 1980s and led to disappointment due to high expectations, and the Quantum Computer , both fields are still in active development.
Edit intent: clarity
Original:  Other notable attempts at creating more powerful computer systems include Artificial intelligence , which started in the 1950s and took off in the mid 1980s and led to disappointment due to high expectations, and the Quantum Computer , both fields are still in active development.
Revised:  Other notable attempts at creating more powerful computer systems include Artificial intelligence , which started in the 1950s and took off in the mid 1980s and led to disappointment due to high expectations, and the , both fields are still in active development.
Edit intent: clarity
Original: U.S. Navy suspends officer for racial supremacy The U.S. Navy has suspended Lieutenant Commander John F. Sharpe  pending an investigation into alleged anti-Semitic and supremacist writings and activities.
Revised:  The U.S. Navy has suspended Lieutenant Commander John F. Sharpe pending an investigation into alleged anti-Semitic and supremacist writings and activities.
Edit intent: clarity
Original: U.S. Navy suspends officer for racial supremacy The U.S. Navy has suspended Lieutenant Commander John F. Sharpe  pending an investigation into alleged anti-Semitic and supremacist writings and activities.
Revised: U.S. Navy suspends officer for racial supremacy The U.S. Navy has suspended Lieutenant Commander John F. Sharpe pending an investigation into allegations that he was involved in supremacist activities.
Edit intent: clarity
Original:  He also tackeled terrorism, saying it was the result of "oppression, injustice, arrogance, insults, contempt and the humiliation of this [Arab] nation 
Revised:  He also tackeled terrorism, saying it was the result of "oppression, injustice, arrogance, insults, contempt and the humiliation of this [Arab] nation .
Edit intent: fluency
Original: Arab leaders ended their annual summit Wednsday with no new initiatives for peace with Israel.
Revised: Arab leaders ended their annual summit Wednesday with no new initiatives for peace with Israel.
Edit intent: fluency
Original:  He also reiterated his call for a single state solution,  " The solution I think is to have a single state.
Revised:  He also reiterated his call for a single state solution, saying " The solution I think is to have a single state.
Edit intent: coherence
Original:  He also reiterated his call for a single state solution,  " The solution I think is to have a single state.
Revised:  He also reiterated his call for a single state solution, " the solution I think is to have a single state.
Edit intent: fluency
Original:  We cannot have two states ".
Revised:  We cannot have two states ."
Edit intent: fluency
Original:  He also addressed terrorism by saying, it was the result of "oppression, injustice, arrogance, insults, contempt and the humiliation of this [Arab] nation.
Revised:  He also addressed terrorism , claiming it was the result of "oppression, injustice, arrogance, insults, contempt and the humiliation of this [Arab] nation.
Edit intent: clarity
Original: Arab leaders ended their annual summit Wednesday with no new initiatives for peace with Israel.
Revised: Flag of the League of Arab StatesArab leaders ended their annual summit Wednesday with no new initiatives for peace with Israel.
Edit intent: clarity
Original: Flag of the League of Arab StatesArab leaders ended their Wednesday with no new initiatives for peace with Israel.
Revised:  leaders ended their Wednesday with no new initiatives for peace with Israel.
Edit intent: clarity
Original:  Shelley Chaplin: It's actually the singlet that I wore in Beijing . Usually you get people to sign stuff.
Revised:  Shelley Chaplin: It's actually the singlet that I wore in . Usually you get people to sign stuff.
Edit intent: clarity
Original:  Anyway, the AIS just asked everybody if we would donate something.
Revised:  Anyway, the just asked everybody if we would donate something.
Edit intent: clarity
Original:  Shelley Chaplin: After the Atlanta Paralympics actually.
Revised:  Shelley Chaplin: After the actually.
Edit intent: clarity
Original:  Shelley Chaplin: After the Athens Paralympics ...
Revised:  Shelley Chaplin: After the ...
Edit intent: clarity
Original:  Shelley Chaplin: Yeah, while I was over there I met one of the American girls, and she was about to take up a scholarship there.
Revised:  Shelley Chaplin: Yeah, while I was over there I met one of the girls, and she was about to take up a scholarship there.
Edit intent: clarity
Original:  And so I ended up meeting the coach, who was in Athens coaching the Canadian men's team.
Revised:  And so I ended up meeting the coach, who was in Athens coaching the men's team.
Edit intent: clarity
Original:  So he' ; d already seen me play at the Paralympics, and knew who I was, so it was good.
Revised:  So he' d already seen me play at the Paralympics, and knew who I was, so it was good.
Edit intent: fluency
Original:  Which lead to what we ran on the front page of Wikipedia .
Revised:  Which lead to what we ran on the front page of .
Edit intent: clarity
Original:  Somebody raised an objection, and said maybe she was born in the US . Shelley Chaplin: Nope!
Revised:  Somebody raised an objection, and said maybe she was born in the . Shelley Chaplin: Nope!
Edit intent: clarity
Original:  Shelley Chaplin: Yeah, I play for the Dandenong Rangers here.
Revised:  Shelley Chaplin: Yeah, I play for the here.
Edit intent: clarity
Original:  And then of course there's the gliders as well.
Revised:  And then of course there's the as well.
Edit intent: clarity
Original:  Leading into London I was.
Revised:  Leading into I was.
Edit intent: clarity
Original:  Shelley Chaplin: Yep, the Australian Sports Commission supports us.
Revised:  Shelley Chaplin: Yep, the supports us.
Edit intent: clarity
Original:  And so does Basketball Australia obviously.
Revised:  And so does obviously.
Edit intent: coherence
Original:  Oh okay. Shelley Chaplin: Yeah, so myself and one of my team mates, Leanne del Toso , who was in London as well, we have decided to do a fund raiser.
Revised:  Oh okay. Shelley Chaplin: Yeah, so myself and one of my team mates, , who was in London as well, we have decided to do a fund raiser.
Edit intent: clarity
Original:  Shelley Chaplin: From the 14th to the 17th .
Revised:  Shelley Chaplin: From the fourteenth to the seventeenth .
Edit intent: fluency
Original:  Of courdse it's disappointing, because you don't want to win silver, or lose gold, but...
Revised:  Of course it's disappointing, because you don't want to win silver, or lose gold, but...
Edit intent: fluency
Original:  Yeah. Shelley Chaplin: And the Germans were very good.
Revised:  Yeah. Shelley Chaplin: And the were very good.
Edit intent: clarity
Original:  But I think the special thing about London is that it's British , and so they all support Australians.
Revised:  But I think the special thing about London is that it's , and so they all support Australians.
Edit intent: clarity
Original:  Unfortunately, being in London I couldn't see the TV coverage.
Revised:  Unfortunately, being in London I couldn't see the coverage.
Edit intent: clarity
Original:  Shelley Chaplin: Back here the ABC did a fantastic job with us.
Revised:  Shelley Chaplin: Back here the did a fantastic job with us.
Edit intent: clarity
Original:  I've got figures from Google . London is twice as big.
Revised:  I've got figures from . London is twice as big.
Edit intent: clarity
Original:  Are you're definitely up for Rio as well?
Revised:  Are you're definitely up for as well?
Edit intent: clarity
Original:  Right. And whenever I go to see the basketball in Canberra , we pass by a glass case.
Revised:  Right. And whenever I go to see the basketball in , we pass by a glass case.
Edit intent: clarity
Original:  In the case is a guernsey with number 12 on it, and a big sign that says that this was the guernsey worn by Shelley Chaplin...
Revised:  In the case is a guernsey with number twelve on it, and a big sign that says that this was the guernsey worn by Shelley Chaplin...
Edit intent: fluency
Original:  It's signed by the rest of the team, if you look - press your nose to the glass and look really close.
Revised:  It's signed by the rest of the team, if you look — press your nose to the glass and look really close.
Edit intent: fluency
Original:  Anyway, the just asked everybody if we would donate something  .
Revised:  Anyway, the just asked everybody if we would donate something ... .
Edit intent: fluency
Original:  It must be four years around about now.
Revised:  Or — it must be four years around about now.
Edit intent: coherence
Original:  So they'll return it to you?
Revised:  So they'll return that to you?
Edit intent: fluency
Original:  It's good that they have some stuff from wheelchair basketball there, and I don't need it so... yeah.
Revised:  It's good that they have some stuff from wheelchair basketball there, and I don't need it , so, yeah.
Edit intent: fluency
Original:  I used to walk around, but  I used a wheelchair because I was very tired, and someone just approached me and said "Hey, do you know anything about wheelchair sports?
Revised:  I used to walk around, but I used a wheelchair because I was really tired, and someone just approached me and said "Hey, do you know anything about wheelchair sports?
Edit intent: clarity
Original:  So I did! I tried everything, and I liked basketball the most.
Revised:  And, yeah, so I did! I tried everything, and I liked basketball the most.
Edit intent: coherence
Original:  So you're a three point player?
Revised:  And you're a three point player?
Edit intent: fluency
Original:  My first experience of it was when the Gliders came out on the court for that first game in London , and I was really taken with the sport from the word go.
Revised:  My first experience of it was when the Gliders came out on the court for that first game in London , and I was really taken with the sport from the word go.
Edit intent: fluency
Original:  Otherwise it's very similar.
Revised:  But otherwise it's very similar.
Edit intent: coherence
Original:  I think people are  quite surprised by wheelchair basketball, what it is when they actually see it.
Revised:  I think people are often quite surprised by wheelchair basketball, what it is when they actually see it.
Edit intent: clarity
Original:  I think the name wheelchair basketball means disability obviously, but when you watch it there's nothing about disability involved . Just that we use wheelchairs . Like any other sport.
Revised:  I think the name "wheelchair" basketball means disability obviously, but when you watch it there's nothing about disability involved . Just that we use wheelchairs . Like any other sport.
Edit intent: coherence
Original:  I think the name wheelchair basketball means disability obviously, but when you watch it there's nothing about disability involved . Just that we use wheelchairs . Like any other sport.
Revised:  I think the name wheelchair basketball means disability obviously, but when you watch it there's nothing about disability to it at all . Just that we use wheelchairs . Like any other sport.
Edit intent: clarity
Original:  I think the name wheelchair basketball means disability obviously, but when you watch it there's nothing about disability involved . Just that we use wheelchairs . Like any other sport.
Revised:  I think the name wheelchair basketball means disability obviously, but when you watch it there's nothing about disability involved . Just that we use wheelchairs , and that's it. It's just another sport.
Edit intent: coherence
Original:  Yeah! So how did you get to go to Illinois ?
Revised:  Yeah! So how did you get to go to ?
Edit intent: clarity
Original:  For five years from 2004 to 2009  Shelley Chaplin: No, I didn't actually go until 2005.
Revised:  For five years from 2004 to 2009 ? Shelley Chaplin: No, I didn't actually go until 2005.
Edit intent: fluency
Original:  You've go the gold... no wait...
Revised:  You've got the gold... no wait...
Edit intent: fluency
Original:  Well, the team's pretty  the same one as in Athens isn't it?
Revised:  Well, the team's pretty much the same one as in Athens isn't it?
Edit intent: clarity