wanyu/IteraTeR_v2 huggingface dataset:
Original:  This meant that the predicted luminosity and rotation rates of their models were in correlated with the cycle length in the same way as the observed stars.
Revised:  This meant that the predicted luminosity and rotation rates of their models were correlated with the cycle length in the same way as the observed stars.
Edit intent: fluency
Original:  They found that the length of the cycle ( in star rotations ) decreases in a close to linear fashion as the Rossby number increases (Fig. 3A).
Revised:  They found that the length of the cycle , in star rotations ) decreases in a close to linear fashion as the Rossby number increases (Fig. 3A).
Edit intent: fluency
Original:  They found that the length of the cycle ( in star rotations ) decreases in a close to linear fashion as the Rossby number increases (Fig. 3A).
Revised:  They found that the length of the cycle ( in star rotations , decreases in a close to linear fashion as the Rossby number increases (Fig. 3A).
Edit intent: fluency
Original:  They found that the length of the cycle ( in star rotations ) decreases in a close to linear fashion as the Rossby number increases (Fig. 3A).
Revised:  They found that the length of the cycle ( in star rotations ) decreases in a close-to-linear fashion as the Rossby number increases (Fig. 3A).
Edit intent: fluency
Original:  They found that the length of the cycle ( in star rotations ) decreases in a close to linear fashion as the Rossby number increases (Fig. 3A).
Revised:  They found that the length of the cycle ( in star rotations ) decreases in a close to linear fashion as the Rossby number increases .
Edit intent: clarity
Original:  It also suggests that the length of the cycle would turn out to be closely correlated with the Rossby number of the star, if we could only know its real convection time
Revised:  It also suggests the length of the cycle would turn out to be closely correlated with the Rossby number of the star, if we could only know its real convection time
Edit intent: fluency
Original:  It also suggests that the length of the cycle would turn out to be closely correlated with the Rossby number of the star, if we could only know its real convection time
Revised:  It also suggests that the length of the cycle would be closely correlated with the Rossby number of the star, if we could only know its real convection time
Edit intent: clarity
Original:  Very occasionally the effects are so intense that these charged particles and magnetic effects can ding the performance of satellites and power grids.
Revised:  Occasionally, the effects are so intense that these charged particles and magnetic effects can ding the performance of satellites and power grids.
Edit intent: coherence
Original:  The poles flip at the time of high activity, and the magnetic field intensity then increases to a maximum when the Sun is at its least active.
Revised:  The poles flip at the time of high activity, and the intensity of the magnetic field peaks when the Sun is at its least active.
Edit intent: clarity
Original:  The poles flip at the time of high activity, and the magnetic field intensity then increases to a maximum when the Sun is at its least active.
Revised:  The poles flip at the time of high activity, and the magnetic field intensity then increases to a maximum when the Sun is least active.
Edit intent: fluency
Original:  A hypothetical heat-proof compass at the surface of the Sun would point toward one pole during one eleven-year period but toward the other during the next.
Revised:  A hypothetical heat-proof compass on the surface of the Sun would point toward one pole during one eleven-year period but toward the other during the next.
Edit intent: fluency
Original:  The luminosity and rotation are used together to determine a star's , relating to plasma flow.
Revised:  The luminosity and rotation are used together to determine a star's , which is related to plasma flow.
Edit intent: coherence
Original:  The smaller the Rossby number, the less active the star was with respect to magnetic changes
Revised:  The smaller the Rossby number, the less active the star with respect to magnetic changes
Edit intent: clarity
Original:  The smaller the Rossby number, the less active the star with respect to magnetic changes
Revised:  The smaller the Rossby number, the less active the star with respect to magnetic reversals
Edit intent: clarity
Original: In findings published Friday in , a multinational team of scientists led by Antoine Strugarek of the announced the Sun may not be the cosmic oddball amongst some astronomers believe it to be.
Revised: In findings published Friday in , a multinational team of scientists led by Antoine Strugarek of the announced the Sun may not be the cosmic oddball amongst some astronomers had believed it to be.
Edit intent: clarity
Original: In findings published Friday in , a multinational team of scientists led by Antoine Strugarek of the announced that the Sun may not be the cosmic oddball amongst some astronomers had believed it to be.
Revised: In findings published Friday in , a multinational team of scientists led by Antoine Strugarek of the announced the Sun may not be the cosmic oddball amongst some astronomers had believed it to be.
Edit intent: fluency
Original:  Wikinews recently caught up with screenwriter and film producer, Chad Ridgely to discuss his latest indie horror film, ' 6:66PM ' . The film is scheduled to show at the Buffalo Dreams Fantastic Film Festival in Buffalo, New York in November.
Revised:  Wikinews recently caught up with screenwriter and film producer, Chad Ridgely to discuss his latest indie horror film, 6:66PM ' . The film is scheduled to show at the Buffalo Dreams Fantastic Film Festival in Buffalo, New York in November.
Edit intent: fluency
Original:  Wikinews recently caught up with screenwriter and film producer, Chad Ridgely to discuss his latest indie horror film, ' 6:66PM ' . The film is scheduled to show at the Buffalo Dreams Fantastic Film Festival in Buffalo, New York in November.
Revised:  Wikinews recently caught up with screenwriter and film producer, Chad Ridgely to discuss his latest indie horror film, ' 6:66PM . The film is scheduled to show at the Buffalo Dreams Fantastic Film Festival in Buffalo, New York in November.
Edit intent: fluency
Original:  CR 'Yes, the film will world-premiere at the Buffalo Dreams Fantastic Film Festival in Buffalo, NY  in early November 2017.
Revised:  CR 'Yes, the film will world-premiere at the Buffalo Dreams Fantastic Film Festival in Buffalo, NY New York in early November 2017.
Edit intent: clarity
Original:  Chad Ridgely ' 6:66 P.M. is about a team of ghost hunters making a reality TV show about paranormal activity.
Revised:  Chad Ridgely 6:66 P.M. is about a team of ghost hunters making a reality TV show about paranormal activity.
Edit intent: fluency
Original:  ' Who is producing the film?
Revised:  Who is producing the film?
Edit intent: fluency
Original:  CR ' The film was produced by my company, Full Auto Films, and Code 3 Films, which is Jim Klock's company.
Revised:  CR The film was produced by my company, Full Auto Films, and Code 3 Films, which is Jim Klock's company.
Edit intent: fluency
Original:  ' Will you guys be making the rounds at film festivals soon?
Revised:  Will you guys be making the rounds at film festivals soon?
Edit intent: fluency
Original:  CR ' Yes, the film will world-premiere at the Buffalo Dreams Fantastic Film Festival in Buffalo, NY [New York]in early November 2017.
Revised:  CR Yes, the film will world-premiere at the Buffalo Dreams Fantastic Film Festival in Buffalo, NY [New York]in early November 2017.
Edit intent: fluency
Original:  ' Who wrote the script?
Revised:  Who wrote the script?
Edit intent: fluency
Original:  CR ' The script was written by Tommy McLaughlin and Chad Ridgely.
Revised:  CR The script was written by Tommy McLaughlin and Chad Ridgely.
Edit intent: fluency
Original:  ' Where was the film shot primarily?
Revised:  Where was the film shot primarily?
Edit intent: fluency
Original:  CR ' We filmed outside of Atlantic City, New Jersey.
Revised:  CR We filmed outside of Atlantic City, New Jersey.
Edit intent: fluency
Original:  ' Have you signed any distribution deals?
Revised:  Have you signed any distribution deals?
Edit intent: fluency
Original:  CR ' Yes, the film will be distributed by Indican Pictures in late fall of 2017.
Revised:  CR Yes, the film will be distributed by Indican Pictures in late fall of 2017.
Edit intent: fluency
Original:  ' Any weird or funny events happen during filming?
Revised:  Any weird or funny events happen during filming?
Edit intent: fluency
Original:  CR ' Yes! We lived in the set house while we were filming, and we were convinced the place was really haunted.
Revised:  CR Yes! We lived in the set house while we were filming, and we were convinced the place was really haunted.
Edit intent: fluency
Original:  In addition to scaring the crap out of us, it helped us bring additional authenticity to the film, which I think shows on screen .
Revised:  In addition to scaring the crap out of us, it helped us bring additional authenticity to the film, which I think shows on screen 
Edit intent: fluency
Original:  Wikinews recently caught up with screenwriter and film producer , Chad Ridgely to discuss his latest indie horror film, 6:66PM.
Revised:  Wikinews recently caught up with screenwriter and film producer Chad Ridgely to discuss his latest indie horror film, 6:66PM.
Edit intent: fluency
Original:  Wikinews recently caught up with screenwriter and film producer , Chad Ridgely to discuss his latest indie horror film, 6:66PM.
Revised:  Wikinews recently caught up with screenwriter and film producer , Chad Ridgely to discuss his latest horror film, 6:66PM.
Edit intent: clarity
Original:  The film is scheduled to show at the Buffalo Dreams Fantastic Film Festival in Buffalo, New York in November.
Revised:  The film is scheduled to show at the Buffalo Dreams Fantastic Film Festival in , in November.
Edit intent: clarity
Original:  The film's tag line reads: 'A reality TV crew’ s staged investigation into the paranormal becomes terrifyingly real when the house they ’ re exploring turns out to be haunted by the ghost of a serial killer.'
Revised:  The film's tag line reads: "A crew' s staged investigation into the paranormal becomes terrifyingly real when the house they ’ re exploring turns out to be haunted by the ghost of a serial killer.'
Edit intent: clarity
Original:  The film's tag line reads: 'A reality TV crew’ s staged investigation into the paranormal becomes terrifyingly real when the house they ’ re exploring turns out to be haunted by the ghost of a serial killer.'
Revised:  The film's tag line reads: 'A reality TV crew’ s staged investigation into the becomes terrifyingly real when the house they ’ re exploring turns out to be haunted by the ghost of a serial killer.'
Edit intent: clarity
Original:  The film's tag line reads: 'A reality TV crew’ s staged investigation into the paranormal becomes terrifyingly real when the house they ’ re exploring turns out to be haunted by the ghost of a serial killer.'
Revised:  The film's tag line reads: 'A reality TV crew’ s staged investigation into the paranormal becomes terrifyingly real when the house they ' re exploring turns out to be haunted by the ghost of a serial killer.'
Edit intent: fluency
Original:  The film's tag line reads: 'A reality TV crew’ s staged investigation into the paranormal becomes terrifyingly real when the house they ’ re exploring turns out to be haunted by the ghost of a serial killer.'
Revised:  The film's tag line reads: 'A reality TV crew’ s staged investigation into the paranormal becomes terrifyingly real when the house they ’ re exploring turns out to be haunted by the ghost of a ."
Edit intent: clarity
Original:  CR Yes, the film will world-premiere at the Buffalo Dreams Fantastic Film Festival in Buffalo, NY New York in early November 2017.
Revised:  CR Yes, the film will world-premiere at the Buffalo Dreams Fantastic Film Festival in Buffalo, New York in early November 2017.
Edit intent: fluency
Original:  CR Yes, the film will world-premiere at the Buffalo Dreams Fantastic Film Festival in Buffalo, NY New York in early November 2017.
Revised:  CR Yes, the film will world-premiere at the Buffalo Dreams Fantastic Film Festival in Buffalo, NY New York in early November 2017.
Edit intent: fluency
Original:  I fell in love with the food there, especially the roast beef on wek sandwiches.
Revised:  I fell in love with the food there, especially the sandwiches.
Edit intent: clarity
Original:  I think I gained 10 pounds while I was there.
Revised:  I think I gained ten pounds while I was there.
Edit intent: fluency
Original:  It was a little town called Egg Harbor City , which was a bit strange because I didn't see any eggs there, or a harbor, and the place was definitely too small to be a city.
Revised:  It was a little town called , which was a bit strange because I didn't see any eggs there, or a harbor, and the place was definitely too small to be a city.
Edit intent: coherence
Original:  Indican Pictures also distributed our previous horror/comedy,  Massacre on Aisle 12  , as well.
Revised:  Indican Pictures also distributed our previous horror/comedy, ' Massacre on Aisle 12 , as well.
Edit intent: fluency
Original:  Indican Pictures also distributed our previous horror/comedy,  Massacre on Aisle 12  , as well.
Revised:  Indican Pictures also distributed our previous horror/comedy, Massacre on Aisle 12 '' , as well.
Edit intent: fluency
Original:  The film's tag line reads: "A crew's staged investigation into the becomes terrifyingly real when the house they're exploring turns out to be haunted by the ghost of a ." I've watched the teaser trailer.
Revised:  I've watched the teaser trailer.
Edit intent: coherence
Original:  Chad Ridgely 6:66 P.M. is about a team of ghost hunters making a reality TV show about paranormal activity.
Revised:  Chad Ridgely 6:66 P.M. is about a team of ghost hunters making a show about activity.
Edit intent: clarity
Original:  They stage the house to make it seem like the house they're exploring is haunted, except it turns out that the house really is haunted by the ghost of a serial killer .
Revised:  They stage the house to make it seem like the house they're exploring is haunted, except it turns out that the house really is haunted by the ghost of a .
Edit intent: clarity
Original:  The the serial killer isn't letting them get out of there without a fight.
Revised:  The serial killer isn't letting them get out of there without a fight.
Edit intent: coherence
Original:  We premiered our previous horror/comedy feature there ( Massacre on Aisle 12 ) last year and we absolutely loved it.
Revised:  We premiered our previous horror/comedy feature there , Massacre on Aisle 12 ) last year and we absolutely loved it.
Edit intent: fluency
Original:  We premiered our previous horror/comedy feature there ( Massacre on Aisle 12 ) last year and we absolutely loved it.
Revised:  We premiered our previous horror/comedy feature there ( Massacre on Aisle 12 , last year and we absolutely loved it.
Edit intent: fluency
Original:  Indican Pictures also distributed our previous horror/comedy, ' Massacre on Aisle 12 '' , as well.
Revised:  Indican Pictures also distributed our previous horror/comedy, Massacre on Aisle 12 '' , as well.
Edit intent: fluency
Original:  Indican Pictures also distributed our previous horror/comedy, ' Massacre on Aisle 12 '' , as well.
Revised:  Indican Pictures also distributed our previous horror/comedy, ' Massacre on Aisle 12 , as well.
Edit intent: fluency
Original:  Students are to be handed a tourist visa upon arrival .
Revised:  According to reports, students are to be handed a tourist visa upon arrival .
Edit intent: clarity
Original:  Morata played for Italian giants for two season, joining the Turin club in 2014.
Revised:  Morata played for Italian giants for two season, joining the club in 2014.
Edit intent: clarity
Original:  Morata won  Serie A titles in both the seasons with Juventus.
Revised:  Morata won the Serie A titles in both the seasons with Juventus.
Edit intent: fluency
Original:  Morata has 20 international caps , and has scored nine goals.
Revised:  Morata has 20 international , and has scored nine goals.
Edit intent: clarity
Original:  It ’ s an incredible emotion to be part of this big club.
Revised:  It ' s an incredible emotion to be part of this big club.
Edit intent: fluency
Original:   Chelsea technical director said, "Alvaro has proven class at the highest level and his quality will be a huge asset to Antonio and the squad.
Revised:  The Chelsea technical director said, "Alvaro has proven class at the highest level and his quality will be a huge asset to Antonio and the squad.
Edit intent: fluency
Original:  Last season, the Spanish international scored 20 goals in all competitions for Los Vlancos and won title as well as the trophy.
Revised:  Last season, the Spanish international scored 20 goals in all competitions for Los Blancos and won title as well as the trophy.
Edit intent: fluency
Original:  Morata played for Italian giants for two season , joining the club in 2014.
Revised:  Morata played for Italian giants for two seasons , joining the club in 2014.
Edit intent: fluency
Original:  The Polish Parliament met in Warsaw to vote on the restructuring of the country's Supreme Court.
Edit intent: coherence
Original: Duda has expressed his intent to sign a third bill that would allow the justice minister  to select judges and assign cases for Poland's local courts.
Revised: Duda expressed his intent to sign a third bill that would allow the justice minister to select judges and assign cases for Poland's local courts.
Edit intent: clarity
Original:  Supporters of the law argued it is necessary to eliminate corruption and render the court system more efficient.
Revised:  Supporters of the laws argued they are needed to eliminate corruption and render the court system more efficient.
Edit intent: clarity
Original:  Deputy Justice Minister Marcin Warchol said the law would prevent justice from "becom[ing] a form of privilege" and ensure all Poles are subject to the law.
Revised:  Deputy Justice Minister Marcin Warchol said the laws would prevent justice from "becom[ing] a form of privilege" and ensure all Poles are subject to the law.
Edit intent: fluency
Original:  Duda also plans to veto another law that would have placed the council that proposes candidates for judgeship under the power of government officials.
Revised:  Duda also planned to veto another law that would have placed the council that proposes candidates for judgeship under the power of government officials.
Edit intent: fluency
Original:  Warchol said in an essay, of PiS's legal reforms in general, "If we do not ensure a minimum of democratic control over the judiciary, there will be no counterbalance for the growing corporatism of judges.
Revised:  Warchol said still an essay, of PiS's legal reforms in general, "If we do not ensure a minimum of democratic control over the judiciary, there will be no counterbalance for the growing corporatism of judges.
Edit intent: fluency
Original:  And that would mean the creation of a new  order: a judiciocracy instead of democracy."
Revised:  And that would mean the creation of a new defend order: a judiciocracy instead of democracy."
Edit intent: fluency
Original:  Warchol said still an essay, of PiS's legal reforms in general, "If we do not ensure a minimum of democratic control over the judiciary, there will be no counterbalance for the growing corporatism of judges.
Revised:  Warchol said in an essay, of PiS's legal reforms in general, "If we do not ensure a minimum of democratic control over the judiciary, there will be no counterbalance for the growing corporatism of judges.
Edit intent: fluency
Original:  And that would mean the creation of a new defend order: a judiciocracy instead of democracy."
Revised:  And that would mean the creation of a new order: a judiciocracy instead of democracy."
Edit intent: clarity
Original:  Under the act  it's necessary to seek a F.I.S.A. (Foreign Intelligence Surveillance Act) warrant every time law enforcement eavesdrops within the U.S. Some officials say they consider warrantless eavesdropping inside the United States to be unlawful and possibly unconstitutional.
Revised:  Under the act , it's necessary to seek a F.I.S.A. (Foreign Intelligence Surveillance Act) warrant every time law enforcement eavesdrops within the U.S. Some officials say they consider warrantless eavesdropping inside the United States to be unlawful and possibly unconstitutional.
Edit intent: fluency
Original: In 2002,  President Bush secretly authorized the National Security Agency (NSA) to spy on Americans and others in the United States making contact with persons in other nations , as part of ongoing anti-terrorist operations .
Revised: In 2002, as part of ongoing anti-terrorist operations, President Bush secretly authorized the National Security Agency (NSA) to spy on Americans and others in the United States making contact with persons in other nations , as part of ongoing anti-terrorist operations .
Edit intent: fluency
Original: In 2002,  President Bush secretly authorized the National Security Agency (NSA) to spy on Americans and others in the United States making contact with persons in other nations , as part of ongoing anti-terrorist operations .
Revised: In 2002, President Bush secretly authorized the National Security Agency (NSA) to spy on Americans and others in the United States making contact with persons in other nations .
Edit intent: clarity
Original: In 2002, as  part of ongoing anti-terrorist operations, President Bush secretly authorized the National Security Agency (NSA) to spy on Americans and others in the United States making contact with persons in other nations.
Revised: In 2002, as a part of ongoing anti-terrorist operations, President Bush secretly authorized the National Security Agency (NSA) to spy on Americans and others in the United States making contact with persons in other nations.
Edit intent: fluency
Original:  General Kelly also replaced who resigned on Friday.
Revised:  General Kelly replaced who resigned on Friday.
Edit intent: clarity
Original:  He said, "Reince is a fucking paranoid schizophrenic, a paranoiac . "  He went on to mimic Priebus by saying, "Let me leak the fucking thing and see if I can cock block these people the way I cock blocked Scaramucci for six months."
Revised:  He said, "Reince is a fucking paranoid schizophrenic, a paranoiac " He went on to mimic Priebus by saying, "Let me leak the fucking thing and see if I can cock block these people the way I cock blocked Scaramucci for six months."
Edit intent: fluency
Original:  He said, "Reince is a fucking paranoid schizophrenic, a paranoiac . "  He went on to mimic Priebus by saying, "Let me leak the fucking thing and see if I can cock block these people the way I cock blocked Scaramucci for six months."
Revised:  He said, "Reince is a fucking paranoid schizophrenic, a paranoiac . " . He went on to mimic Priebus by saying, "Let me leak the fucking thing and see if I can cock block these people the way I cock blocked Scaramucci for six months."
Edit intent: fluency
Original:  He was quoted as saying, "I'm not Steve Bannon, I'm not trying to suck my own cock . " 
Revised:  He was quoted as saying, "I'm not Steve Bannon, I'm not trying to suck my own cock " 
Edit intent: fluency
Original:  He was quoted as saying, "I'm not Steve Bannon, I'm not trying to suck my own cock . " 
Revised:  He was quoted as saying, "I'm not Steve Bannon, I'm not trying to suck my own cock . " .
Edit intent: fluency
Original:  Kelly also with that line of succession . " 
Revised:  Kelly also with that line of succession " 
Edit intent: fluency
Original:  Kelly also with that line of succession . " 
Revised:  Kelly also with that line of succession . " .
Edit intent: fluency
Original:  In his resignation Scaramucci  requested to be redeployed to the US's as chief strategy officer.
Revised:  In his resignation Scaramucci reportedly requested to be redeployed to the US's as chief strategy officer.
Edit intent: clarity