wanyu/IteraTeR_v2 huggingface dataset:
Original:  Outrageously high ." 3. Waste "GLAAD wastes money on big lavish events and has become almost impotent when it comes to advocating for the fair portrayal of LGBT people."%DIFDELCMD < %DIFDELCMD < %%% 4. Perceived laziness "You've got a million dollar plus budget and put out a couple 'I Do' commercials".
Revised:  Outrageously high ." 3. Waste "GLAAD wastes money on big lavish events and has become almost impotent when it comes to advocating for the fair portrayal of LGBT people."%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% 6. Distrust "i bet they exaggerate on getting the 200-300 newspapers on board to accept same-sex marriage announcements. i've heard they simply called and confirmed that the newspapers now accept same-sex marriage announcements. and than take credit for it." 7. A perceived sell-out "GLAAD is a travesty and sell-out.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 7. A perceived sell-out "GLAAD is a travesty and sell-out.
Edit intent: coherence
Original:  " "GLAAD has been highly effective as a round-the-clock international publicity agency for Ellen Degeneres."%DIFDELCMD < %DIFDELCMD < %%% 8. Winking at stereotypes "They 'cuddle up' to shows like Will Grace%DIFDELCMD < & %%% QAF, the exact kinds of stereotypes we should be fighting against." "...they... glorify campy shows like Queer Eye, Will Grace, etc." "...they're terrific at turning a blind eye to programs like Will%DIFDELCMD < & %%% Grace that perpetuate negative stereotypes.
Revised:  " "GLAAD has been highly effective as a round-the-clock international publicity agency for Ellen Degeneres."%DIFDELCMD < %DIFDELCMD < %%% Grace%DIFDELCMD < & %%% QAF, the exact kinds of stereotypes we should be fighting against." "...they... glorify campy shows like Queer Eye, Will Grace, etc." "...they're terrific at turning a blind eye to programs like Will%DIFDELCMD < & %%% Grace that perpetuate negative stereotypes.
Edit intent: coherence
Original:  " "GLAAD has been highly effective as a round-the-clock international publicity agency for Ellen Degeneres."%DIFDELCMD < %DIFDELCMD < %%% 8. Winking at stereotypes "They 'cuddle up' to shows like Will Grace%DIFDELCMD < & %%% QAF, the exact kinds of stereotypes we should be fighting against." "...they... glorify campy shows like Queer Eye, Will Grace, etc." "...they're terrific at turning a blind eye to programs like Will%DIFDELCMD < & %%% Grace that perpetuate negative stereotypes.
Revised:  " "GLAAD has been highly effective as a round-the-clock international publicity agency for Ellen Degeneres."%DIFDELCMD < %DIFDELCMD < %%% 8. Winking at stereotypes "They 'cuddle up' to shows like Will %DIFDELCMD < & %%% QAF, the exact kinds of stereotypes we should be fighting against." "...they... glorify campy shows like Queer Eye, Will Grace, etc." "...they're terrific at turning a blind eye to programs like Will%DIFDELCMD < & %%% Grace that perpetuate negative stereotypes.
Edit intent: fluency
Original:  " "GLAAD has been highly effective as a round-the-clock international publicity agency for Ellen Degeneres."%DIFDELCMD < %DIFDELCMD < %%% 8. Winking at stereotypes "They 'cuddle up' to shows like Will Grace%DIFDELCMD < & %%% QAF, the exact kinds of stereotypes we should be fighting against." "...they... glorify campy shows like Queer Eye, Will Grace, etc." "...they're terrific at turning a blind eye to programs like Will%DIFDELCMD < & %%% Grace that perpetuate negative stereotypes.
Revised:  " "GLAAD has been highly effective as a round-the-clock international publicity agency for Ellen Degeneres."%DIFDELCMD < %DIFDELCMD < %%% 8. Winking at stereotypes "They 'cuddle up' to shows like Will Grace%DIFDELCMD < & %%% Grace, etc." "...they're terrific at turning a blind eye to programs like Will%DIFDELCMD < & %%% Grace that perpetuate negative stereotypes.
Edit intent: coherence
Original:  " "GLAAD has been highly effective as a round-the-clock international publicity agency for Ellen Degeneres."%DIFDELCMD < %DIFDELCMD < %%% 8. Winking at stereotypes "They 'cuddle up' to shows like Will Grace%DIFDELCMD < & %%% QAF, the exact kinds of stereotypes we should be fighting against." "...they... glorify campy shows like Queer Eye, Will Grace, etc." "...they're terrific at turning a blind eye to programs like Will%DIFDELCMD < & %%% Grace that perpetuate negative stereotypes.
Revised:  " "GLAAD has been highly effective as a round-the-clock international publicity agency for Ellen Degeneres."%DIFDELCMD < %DIFDELCMD < %%% 8. Winking at stereotypes "They 'cuddle up' to shows like Will Grace%DIFDELCMD < & %%% QAF, the exact kinds of stereotypes we should be fighting against." "...they... glorify campy shows like Queer Eye, Will %DIFDELCMD < & %%% Grace that perpetuate negative stereotypes.
Edit intent: coherence
Original:  Have they spoken out against Eating Out with its offensive portrayals of gay characters?" "And they've acquiesed to the whole 'Flaming Fags Fad' that Q-Eye spawned that continues to set us back 30 years." 9. Perceived impotence "ABC's refusal to let them preview the November Matthew Shepard smear was proof of%DIFDELCMD < [%%% their impotence ." "Their handling of the rape and degradation of the lesbian on ALL MY CHILDREN, is a perfect example.
Revised:  Have they spoken out against Eating Out with its offensive portrayals of gay characters?" "And they've acquiesed to the whole 'Flaming Fags Fad' that Q-Eye spawned that continues to set us back 30 years." %DIFDELCMD < [%%% their impotence ." "Their handling of the rape and degradation of the lesbian on ALL MY CHILDREN, is a perfect example.
Edit intent: coherence
Original:  Have they spoken out against Eating Out with its offensive portrayals of gay characters?" "And they've acquiesed to the whole 'Flaming Fags Fad' that Q-Eye spawned that continues to set us back 30 years." 9. Perceived impotence "ABC's refusal to let them preview the November Matthew Shepard smear was proof of%DIFDELCMD < [%%% their impotence ." "Their handling of the rape and degradation of the lesbian on ALL MY CHILDREN, is a perfect example.
Revised:  Have they spoken out against Eating Out with its offensive portrayals of gay characters?" "And they've acquiesed to the whole 'Flaming Fags Fad' that Q-Eye spawned that continues to set us back 30 years." 9. Perceived impotence "ABC's refusal to let them preview the November Matthew Shepard smear was proof of%DIFDELCMD < [%%% ." "Their handling of the rape and degradation of the lesbian on ALL MY CHILDREN, is a perfect example.
Edit intent: clarity
Original:  11. A perception of greater harm than good "GLAAD is a ridiculous, useless group that does more harm than good." "In truth, the continued view of GLAAD as a mouthpiece for us has only resulted in our voices being silenced." "I would never give money to GLAAD."%DIFDELCMD < %DIFDELCMD < %%% These results suggest that GLAAD's incoming director will have quite a tiger on his or her hands, and that Joan Garry's vow to stay involved with the organization after having resigned is fraught with problems
Revised:  %DIFDELCMD < %DIFDELCMD < %%% These results suggest that GLAAD's incoming director will have quite a tiger on his or her hands, and that Joan Garry's vow to stay involved with the organization after having resigned is fraught with problems
Edit intent: clarity
Original:  But the organization, which has recently seen the resignation of its director, Joan Garry, has a lot of fences to mend with a vocal minority of its constituency, as gauged by criticism from some who responded to the poll.
Revised:  But the organization, which has recently seen the resignation of Joan Garry, has a lot of fences to mend with a vocal minority of its constituency, as gauged by criticism from some who responded to the poll.
Edit intent: clarity
Original:  But the organization, which has recently seen the resignation of its director, Joan Garry, has a lot of fences to mend with a vocal minority of its constituency, as gauged by criticism from some who responded to the poll.
Revised:  But the organization, which has recently seen the resignation of its director, Joan Garry, its director, faces opposition from a vocal minority of its constituency, as gauged by criticism from some who responded to the poll.
Edit intent: clarity
Original:  But the organization, which has recently seen the resignation of its director, Joan Garry, has a lot of fences to mend with a vocal minority of its constituency, as gauged by criticism from some who responded to the poll.
Revised:  But the organization, which has recently seen the resignation of its director, Joan Garry, has a lot of fences to mend with a vocal minority of its constituency, as gauged by criticism from some responses to the poll.
Edit intent: clarity
Original:  When asked by the publications , "Is GLAAD an effective advocate for the fair portrayal of gays and lesbians in the media?', at one point on April 18, the tally of 2294 votes showed a vote of non-confidence with 58.5 percent voting "No" and 39 \% percent saying "Yes."
Revised:  When asked by the publication , "Is GLAAD an effective advocate for the fair portrayal of gays and lesbians in the media?', at one point on April 18, the tally of 2294 votes showed a vote of non-confidence with 58.5 percent voting "No" and 39 \% percent saying "Yes."
Edit intent: fluency
Original:  When asked by the publications , "Is GLAAD an effective advocate for the fair portrayal of gays and lesbians in the media?', at one point on April 18, the tally of 2294 votes showed a vote of non-confidence with 58.5 percent voting "No" and 39 \% percent saying "Yes."
Revised:  When asked by the publications , "Is GLAAD an effective advocate for the fair portrayal of gays and lesbians in the media?', at one point on April 18, the tally of 2294 votes showed a vote of no confidence with 58.5 percent voting "No" and 39 \% percent saying "Yes."
Edit intent: fluency
Original:  When asked by the publications , "Is GLAAD an effective advocate for the fair portrayal of gays and lesbians in the media?', at one point on April 18, the tally of 2294 votes showed a vote of non-confidence with 58.5 percent voting "No" and 39 \% percent saying "Yes."
Revised:  When asked by the publications , "Is GLAAD an effective advocate for the fair portrayal of gays and lesbians in the media?', at one point on April 18, the tally of 2294 votes showed a vote of non-confidence with 58.5 percent voting "No" and 39 percent saying "Yes."
Edit intent: fluency
Original:  The basic personal exemption, the amount at which income is taxable, is raised from CAD$ 8929 to  $9600, also backdated to January 2007;
Revised:  The basic personal exemption, the amount at which income is taxable, is raised from CAD$ 8929 to C $9600, also backdated to January 2007;
Edit intent: clarity
Original:  The basic personal exemption, the amount at which income is taxable, is raised from C$ 8929 to C$ 9600 , also backdated to January 2007;
Revised:  The basic personal exemption, the amount at which income is taxable, is raised from C$ 8929 to C$ 9,600 , also backdated to January 2007;
Edit intent: fluency
Original: Thevar centenary celebrations amidst tight security arrangements The centenary celebrations of Indian freedom fighter Pasumpon U.
Revised:  The centenary celebrations of Indian freedom fighter Pasumpon U.
Edit intent: clarity
Original:  He was a trade union leader and a close associate of Subash Chandra Bose in the independence movement . Related new
Revised:  He was a trade union leader and a close associate of Subash Chandra Bose in the independence movement Related new
Edit intent: fluency
Original:  He was a trade union leader and a close associate of Subash Chandra Bose in the independence movement . Related new
Revised:  He was a trade union leader and a close associate of Subash Chandra Bose in the independence movement . 
Edit intent: coherence
Original:  He was a trade union leader and a close associate of Subash Chandra Bose in the independence movement  
Revised:  He was a trade union leader and a close associate of Subash Chandra Bose in the independence movement . 
Edit intent: fluency
Original:  He was a trade union leader and a close associate of Subash Chandra Bose in the independence movement . Related New
Revised:  He was a trade union leader and a close associate of Subash Chandra Bose in the independence movement Related New
Edit intent: fluency
Original:  He was a trade union leader and a close associate of Subash Chandra Bose in the independence movement . Related New
Revised:  He was a trade union leader and a close associate of Subash Chandra Bose in the independence movement . 
Edit intent: coherence
Original:  Sporadic instances of viuolence and group clashes have been reported.
Revised:  Sporadic instances of violence and group clashes have been reported.
Edit intent: fluency
Original:  The Chief Minister, M.Karunanidhi as well as the AIADMK supremo J.Jayalalithaa have organized functions in Thevar's native village Pasumpon in Ramanathapuram district in commemorating of this event.
Revised:  The Chief Minister, M.Karunanidhi as well as the AIADMK supremo J.Jayalalithaa have organized functions in Thevar's native village Pasumpon in Ramanathapuram district in commemoration of this event.
Edit intent: fluency
Original:  U.Muthuramalinga Thevar, prominently known as Pasumpon Muthuramalinga Thevar after his native village Pasumpon in Ramanathapuram district  was born on October 30, 1908 in the southern part of the then Madras province.
Revised:  U.Muthuramalinga Thevar, prominently known as Pasumpon Muthuramalinga Thevar after his native village Pasumpon in Ramanathapuram district , was born on October 30, 1908 in the southern part of the then Madras province.
Edit intent: fluency
Original: Goulet was admitted to Cedars-Sinai Medical Center earlier this month, where he died of idiopathic pulmonary fibrosis |lung disorder .
Revised: Goulet was admitted to Cedars-Sinai Medical Center earlier this month, where he died of idiopathic pulmonary fibrosis .
Edit intent: clarity
Original:  Additionally, USGS predicts approximately 15-40 small (magnitude 3-5) aftershocks   
Revised:  Additionally, USGS predicts approximately 15-40 small (magnitude 3-5) aftershocks . 
Edit intent: fluency
Original:  Additionally, USGS predicts approximately 15-40 small (magnitude 3-5) aftershocks   
Revised:  Additionally, USGS predicts approximately 15-40 small (magnitude 3-5) aftershocks Reference
Edit intent: coherence
Original:  The quake was felt as far away as the California communities of Sacramento, Sonoma, and Los Banos  It was the most powerful quake in the San Francisco Bay Area and Silicon Valley since 1989.
Revised:  The quake was felt as far away as the California communities of Sacramento, Sonoma, and Los Banos . It was the most powerful quake in the San Francisco Bay Area and Silicon Valley since 1989.
Edit intent: fluency
Original: The USGS reports that the quake was centered on the Calaveras Fault, and was the most powerful earthquake on that fault since the 1984 Morgan Hill earthquake ."5.6 Earthquake Hits Calaveras Fault", KNTV.com, October 30, 2007.
Revised: The USGS reports that the quake was centered on the Calaveras Fault, and was the most powerful earthquake on that fault since the 1984 Morgan Hill earthquake 
Edit intent: coherence
Original: Phone service, including cellular phone service, is reported to be down in some areas around the epicenter.
Revised: Phone service, including cellular phone service, was reported to be down in some areas around the epicenter.
Edit intent: clarity
Original:  Residents and business owners also report their homes shaking.
Revised:  Residents and business owners also reported their homes shaking.
Edit intent: fluency
Original:  At least ten aftershocks have been reported by 8:35 p.m with magnitudes ranging from 1.3 to 1.8.
Revised:  At least ten aftershocks had been reported by 8:35 p.m with magnitudes ranging from 1.3 to 1.8.
Edit intent: fluency
Original:  This change has cost up to $1,000,000, 000.
Revised:  This change has cost up to $1,000,000, 
Edit intent: fluency
Original:  The next change to regular Daylight Savings Time will be in 2038
Revised:  000
Edit intent: coherence
Original:  This change has cost up to $1,000,000,000.
Edit intent: coherence
Original:  This change is different from previous years due to a U.S. mandated daylight savings time change, which was caused by the Energy Policy Act of 2005.
Revised:  This change is different from previous years due to a U.S. mandated daylight saving time change, which was caused by the Energy Policy Act of 2005.
Edit intent: fluency
Original:  The next change to regular Daylight Savings Time will be in 2038
Revised:  The next change to regular Daylight Saving Time will be in 2038
Edit intent: fluency
Original: This may not be the last rolling rally Boston will see this year, currently the Foxborough, Massachusetts based American football team New England Patriots are currently undefeated in the NFL and appear at this time to be headed to another Super Bowl and possibly , the record books as the only other NFL team in the league's history to go undefeated a whole season.
Revised: This may not be the last rolling rally Boston will see this year, currently the Foxborough, Massachusetts based American football team New England Patriots are currently undefeated in the NFL and appear at this time to be headed to another Super Bowl and possibly , the record books as the only other NFL team in the league's history to go undefeated an entire season.
Edit intent: fluency
Original:  The only other team that has gone undefeated was the 1972 Miami Dolphins team.
Revised:  The other team that has gone undefeated was the 1972 Miami Dolphins team.
Edit intent: clarity
Original:  The only other team that has gone undefeated was the 1972 Miami Dolphins team.
Revised:  The only other team that went undefeated was the 1972 Miami Dolphins team.
Edit intent: clarity
Original: This may not be the last rolling rally Boston will see this year, currently the Foxborough, Massachusetts based American football team New England Patriots are currently undefeated in the NFL and appear at this time to be headed to another Super Bowl and possibly  the second NFL team in the league's history to go undefeated an entire season.
Revised: This may not be the last rolling rally Boston will see this year, currently the Foxborough, Massachusetts based American football team New England Patriots are currently undefeated in the NFL and appear at this time to be headed to another Super Bowl and possibly to becoming the second NFL team in the league's history to go undefeated an entire season.
Edit intent: clarity
Original:  Papelbon chose the song as his to play when taking the field and became with huge hit with the crowd after performing a Irish step dance to the song after winning the AL East title in the beginning of the month and performing it again after winning both the ALCS and the World Series.
Revised:  Papelbon chose the song as his to play when taking the field and became a huge hit with the crowd after performing a Irish step dance to the song after winning the AL East title in the beginning of the month and performing it again after winning both the ALCS and the World Series.
Edit intent: fluency
Original: The event was a "rolling rally", a term coined to describe the Red Sox victory parade in 2004, which had seen the Sox win their first World Series in over 86 years.
Revised: The event was a "rolling rally", a term coined to describe the Red Sox victory parade in 2004, which had seen the Sox win their first World Series in 86 years.
Edit intent: clarity
Original: The event was a "rolling rally", a term coined to describe the Red Sox victory parade in 2004, which had seen the Sox win their first World Series in  86 years.
Revised: The event was a "rolling rally", a term coined to describe the Red Sox victory parade in 2004, which had seen the Sox win their first World Series in over 86 years.
Edit intent: clarity
Original:  The other 7 were acquitted  
Revised:  The other 7 were acquitted . 
Edit intent: fluency
Original:  The other 7 were acquitted.
Revised:  The other seven were acquitted.
Edit intent: fluency
Original:  19 are mostly Moroccan Arabs and nine Spaniards    .
Revised:  19 are mostly Moroccan Arabs and nine Spaniards . .
Edit intent: fluency
Original:  " Very few Catholics do not celebrate Halloween as it is a popular festivity among children.
Revised:  Very few Catholics do not celebrate Halloween as it is a popular festivity among children.
Edit intent: fluency
Original:  The rise is said to be caused by the continuing announcements that the United States 's stockpile of crude oil is unexpectedly falling . Last week, the U.S. stockpile was down nearly 4 million barrels of oil.
Revised:  Today's rise is said to be caused by the continuing announcements that the United States 's stockpile of crude oil is unexpectedly falling . Last week, the U.S. stockpile was down nearly 4 million barrels of oil.
Edit intent: clarity
Original:  The rise is said to be caused by the continuing announcements that the United States 's stockpile of crude oil is unexpectedly falling . Last week, the U.S. stockpile was down nearly 4 million barrels of oil.
Revised:  The rise is said to be caused by the continuing announcements that the United States 's stockpile of crude oil is unexpectedly falling . Last week, U.S. stockpile was down nearly 4 million barrels of oil.
Edit intent: fluency
Original:  The rise is said to be caused by the continuing announcements that the United States 's stockpile of crude oil is unexpectedly falling . Last week, the U.S. stockpile was down nearly 4 million barrels of oil.
Revised:  The rise is said to be caused by the continuing announcements that the United States 's stockpile of crude oil is unexpectedly falling . Last week, the U.S. stockpiles were down nearly 4 million barrels of oil.
Edit intent: fluency
Original: On the IntercontinentalExchange  , December Brent Crude also rose to a record US$90.63 after touching an all-time high of US$90.94 with current futures are trading at over $91.00 a barrel.
Revised: On the IntercontinentalExchange (ICE) , December Brent Crude also rose to a record US$90.63 after touching an all-time high of US$90.94 with current futures are trading at over $91.00 a barrel.
Edit intent: clarity
Original:  Today's rise is said to be mainly caused  United States Department of Energy's inventory report that showed an unexpected drop in crude oil stockpiles.
Revised:  Today's rise is said to be mainly caused by the United States Department of Energy's inventory report that showed an unexpected drop in crude oil stockpiles.
Edit intent: fluency
Original:  Because of the storm, one-fifth of Mexico's oil production was suspended while the storm passed, but production is expected to be resumed by the end of today.
Revised:  Because of the storm, one-fifth of Mexico's oil production was suspended while the storm passed, but production is expected resume by the end of today.
Edit intent: clarity
Original:   Lordi have had previous altercations with criminals in the US.
Revised:  " Lordi have had previous altercations with criminals in the US.
Edit intent: fluency
Original:   Lordi have had previous altercations with criminals in the US.
Revised:  Lordi has had previous altercations with criminals in the US.
Edit intent: clarity
Original:  Lead vocalist Tomi Putaansuu (aka Mr. Lordi ) , his wife and keyboardist Leena Peisa (aka Awa ) had entered the tour bus, while manager Rikk Scholvinck and a bodyguard were escorting two fans towards the bus.
Revised:  Lead vocalist Mr. Lordi ) , his wife and keyboardist Leena Peisa (aka Awa ) had entered the tour bus, while manager Rikk Scholvinck and a bodyguard were escorting two fans towards the bus.
Edit intent: clarity
Original:  Lead vocalist Tomi Putaansuu (aka Mr. Lordi ) , his wife and keyboardist Leena Peisa (aka Awa ) had entered the tour bus, while manager Rikk Scholvinck and a bodyguard were escorting two fans towards the bus.
Revised:  Lead vocalist Tomi Putaansuu (aka Mr. Lordi , his wife and keyboardist Leena Peisa (aka Awa ) had entered the tour bus, while manager Rikk Scholvinck and a bodyguard were escorting two fans towards the bus.
Edit intent: fluency