wanyu/IteraTeR_v2 huggingface dataset:
Original:  One of them was this large black woman with a Bible yelling at this secular Jewish guy.
Revised:  One of them was this large black woman with a yelling at this secular Jewish guy.
Edit intent: clarity
Original:  One of them was this large black woman with a Bible yelling at this secular Jewish guy.
Revised:  One of them was this large black woman with a Bible yelling at this guy.
Edit intent: clarity
Original:  My dad was a certifiable psycho and he made my life a living hell and it was a horror chamber where I grew up and when I grew up.
Revised:  My dad was a certifiable and he made my life a living hell and it was a horror chamber where I grew up and when I grew up.
Edit intent: clarity
Original:  The guy used to beat the daylights out of me left and right, for any random reason.
Revised:  The guy used to left and right, for any random reason.
Edit intent: clarity
Original:  He was a raving alchie .
Revised:  He was a raving .
Edit intent: fluency
Original:  He could sit down at the piano and just start playing it, having no lessons or training.
Revised:  He could sit down at the and just start playing it, having no lessons or training.
Edit intent: clarity
Original:  And I became a musician except I wasn’t a drummer , I was a guitar player .
Revised:  And I became a musician except I wasn’t a , I was a guitar player .
Edit intent: clarity
Original:  And I became a musician except I wasn’t a drummer , I was a guitar player .
Revised:  And I became a musician except I wasn’t a drummer , I was a .
Edit intent: clarity
Original:  Like a Ralph Kramden kind of thing.
Revised:  Like a kind of thing.
Edit intent: clarity
Original:  She came into the sixth grade one day.
Revised:  She came into the one day.
Edit intent: clarity
Original:  I started playing trumpet in grade school when I was ten years old and I liked the idea of going on stage and playing .
Revised:  I started playing in grade school when I was ten years old and I liked the idea of going on stage and playing .
Edit intent: clarity
Original:  I started playing trumpet in grade school when I was ten years old and I liked the idea of going on stage and playing .
Revised:  I started playing trumpet in grade school when I was ten years old and I liked the idea of .
Edit intent: clarity
Original:  I only had, like, two friends, maybe one, who was, “You like that comic book too?”
Revised:  I only had, like, two friends, maybe one, who was, “You like that too?”
Edit intent: clarity
Original:  DS: Did you say fay or faggot ?
Revised:  DS: Did you say or ?
Edit intent: clarity
Original: BW: No, it’s faggot, but they would pronounce it fay-got, you know, in Boston . Faygot.
Revised: BW: No, it’s faggot, but they would pronounce it fay-got, you know, in . Faygot.
Edit intent: coherence
Original:  It’s no fun for the audience . DS: They say that all great comedians typically have extraordinary tragedy in their lives, and they develop their humor as a response to it.
Revised:  It’s no fun for the . DS: They say that all great comedians typically have extraordinary tragedy in their lives, and they develop their humor as a response to it.
Edit intent: clarity
Original:  Not so much my brothers, but I was the whipping boy and she would just be reduced to tears a lot of times, and I would come in and say stuff, and I would put out little bits just to pull her out of it.
Revised:  Not so much my brothers, but I was the and she would just be reduced to tears a lot of times, and I would come in and say stuff, and I would put out little bits just to pull her out of it.
Edit intent: clarity
Original:  Not so much my brothers, but I was the whipping boy and she would just be reduced to tears a lot of times, and I would come in and say stuff, and I would put out little bits just to pull her out of it.
Revised:  Not so much my brothers, but I was the whipping boy and she would just be reduced to tears a lot of times, and I would come in and say stuff, and I would put out little just to pull her out of it.
Edit intent: clarity
Original:  DS: An oedipal issue?
Revised:  DS: An issue?
Edit intent: clarity
Original: BW: I started drinking and doing drugs when I was about 21.
Revised: BW: I started drinking and doing when I was about 21.
Edit intent: clarity
Original:  BW: I had to go to rehab .
Revised:  BW: I had to go to .
Edit intent: clarity
Original:  DS: Are you still sober ?
Revised:  DS: Are you still ?
Edit intent: clarity
Original:  I had a series of car accidents .
Revised:  I had a series of .
Edit intent: clarity
Original:  I almost got killed one night but I just walked away from it chuckling, smashed .
Revised:  I almost got killed one night but I just walked away from it chuckling, .
Edit intent: clarity
Original:  I started playing again with a couple of people and I was also working radio but I was in a constant blackout .
Revised:  I started playing again with a couple of people and I was also working radio but I was in a constant .
Edit intent: clarity
Original:  BW: I could ask you the same thing and I don’t mean to pull a " Donald Rumsfeld ," interviewing myself.
Revised:  BW: I could ask you the same thing and I don’t mean to pull a " ," interviewing myself.
Edit intent: clarity
Original:  DS: Do you believe in a higher power ?
Revised:  DS: Do you believe in a ?
Edit intent: clarity
Original:  See I was raised, I had Catholicism shoved down my throat.
Revised:  See I was raised, I had shoved down my throat.
Edit intent: clarity
Original:  I was an altar boy .
Revised:  I was an .
Edit intent: clarity
Original:  DS: I didn’t know the mass in Latin, but I was an altar boy and I had Catholicism shoved down my face, but I’m 33, so Vatican II had happened.
Revised:  DS: I didn’t know the mass in Latin, but I was an altar boy and I had Catholicism shoved down my face, but I’m 33, so had happened.
Edit intent: clarity
Original: DS: The priest at my church got a nun pregnant and my mother, who was the president of the PTA at my Catholic grade school, helped deliver the baby and keep the whole thing hidden.
Revised: DS: The priest at my church got a nun pregnant and my mother, who was the president of the at my Catholic grade school, helped deliver the baby and keep the whole thing hidden.
Edit intent: clarity
Original: BW: I think it’s probably a guy masquerading as a nun , if you’re talking about priests.
Revised: BW: I think it’s probably a guy masquerading as a , if you’re talking about priests.
Edit intent: clarity
Original:  You know, I feel bad for kids who want to be voice-overs .
Revised:  You know, I feel bad for kids who want to be .
Edit intent: clarity
Original:  I would have been like a parody of myself.
Revised:  I would have been like a of myself.
Edit intent: clarity
Original:  Trying to do comedy seemed truthful to me, but then, like I told you before, I didn’t have the discipline to do stand-up .
Revised:  Trying to do comedy seemed truthful to me, but then, like I told you before, I didn’t have the discipline to do .
Edit intent: clarity
Original:  That term wasn’t popular much before the seventies .
Revised:  That term wasn’t popular much before the .
Edit intent: clarity
Original:  It’s like being a cockroach . You evolve or die.
Revised:  It’s like being a . You evolve or die.
Edit intent: style
Original:  But to me they look like old men with bad breath and dandruff . DS: Who are you talking about?
Revised:  But to me they look like old men with bad breath and . DS: Who are you talking about?
Edit intent: clarity
Original: BW: Republicans .
Revised: BW: .
Edit intent: coherence
Original:  It’s still the same old geezers that hide behind religion and family values , and then they’re messing with guys in men’s rooms and scandal prone because that’s sort of what the party is famous for.
Revised:  It’s still the same old geezers that hide behind religion and , and then they’re messing with guys in men’s rooms and scandal prone because that’s sort of what the party is famous for.
Edit intent: clarity
Original:  It’s still the same old geezers that hide behind religion and family values , and then they’re messing with guys in men’s rooms and scandal prone because that’s sort of what the party is famous for.
Revised:  It’s still the same old geezers that hide behind religion and family values , and then and scandal prone because that’s sort of what the party is famous for.
Edit intent: coherence
Original:  Where did these Donna Reeds and these little Breck girls, St. Pauli girls that are filled with Republican ideology come from?
Revised:  Where did these and these little Breck girls, St. Pauli girls that are filled with Republican ideology come from?
Edit intent: clarity
Original:  Where did these Donna Reeds and these little Breck girls, St. Pauli girls that are filled with Republican ideology come from?
Revised:  Where did these Donna Reeds and these little , that are filled with Republican ideology come from?
Edit intent: clarity
Original:  DS: It’s confusing because you look at somebody like Dick Cheney, who has this lesbian daughter, who’s in a gay marriage [Poe and Cheney have not entered into a formal union - ed] and now has a baby with her partner , and you just don’t know how the situation exists.
Revised:  DS: It’s confusing because you look at somebody like Dick Cheney, who has this daughter, who’s in a gay marriage [Poe and Cheney have not entered into a formal union - ed] and now has a baby with her partner , and you just don’t know how the situation exists.
Edit intent: clarity
Original:  DS: It’s confusing because you look at somebody like Dick Cheney, who has this lesbian daughter, who’s in a gay marriage [Poe and Cheney have not entered into a formal union - ed] and now has a baby with her partner , and you just don’t know how the situation exists.
Revised:  DS: It’s confusing because you look at somebody like Dick Cheney, who has this lesbian daughter, who’s in a [Poe and Cheney have not entered into a formal union - ed] and now has a baby with her partner , and you just don’t know how the situation exists.
Edit intent: clarity
Original:  DS: It’s confusing because you look at somebody like Dick Cheney, who has this lesbian daughter, who’s in a gay marriage [Poe and Cheney have not entered into a formal union - ed] and now has a baby with her partner , and you just don’t know how the situation exists.
Revised:  DS: It’s confusing because you look at somebody like Dick Cheney, who has this lesbian daughter, who’s in a gay marriage [Poe and Cheney have not entered into a formal union - ed] and now has a baby with , and you just don’t know how the situation exists.
Edit intent: clarity
Original:  That Mary Cheney exists in the Republican party, and that she seems to be fine with that existence and even works for it.
Revised:  That exists in the Republican party, and that she seems to be fine with that existence and even works for it.
Edit intent: clarity
Original:  Like where the f did this shit come from?
Revised:  Like where the did this come from?
Edit intent: clarity
Original:  Billy West on modern American societyDS: Has the Iraq War affected you much as a person?
Revised:  Billy West on modern American societyDS: Has the affected you much as a person?
Edit intent: clarity
Original:  I watched the whole Vietnam thing go down and it’s the exact same thing.
Revised:  I watched the whole thing go down and it’s the exact same thing.
Edit intent: clarity
Original:  You think we would learn, but we don’t because the proof of that is there’s Holocaust deniers to something that happened a couple years before I was born, that there was extermination .
Revised:  You think we would learn, but we don’t because the proof of that is there’s to something that happened a couple years before I was born, that there was extermination .
Edit intent: coherence
Original:  You think we would learn, but we don’t because the proof of that is there’s Holocaust deniers to something that happened a couple years before I was born, that there was extermination .
Revised:  You think we would learn, but we don’t because the proof of that is there’s Holocaust deniers to something that happened a couple years before I was born, that there was .
Edit intent: clarity
Original:  Now there’s people that aren’t sure whether that happened or not, no matter how many shoes are piled up and down in Washington, D. C..
Revised:  Now there’s people that aren’t sure whether that happened or not, no matter how many shoes are piled up and down in .
Edit intent: clarity
Original:  And when you start banning science and real knowledge , then you’re in George Orwell land.
Revised:  And when you start , then you’re in George Orwell land.
Edit intent: coherence
Original:  And when you start banning science and real knowledge , then you’re in George Orwell land.
Revised:  And when you start banning science and real knowledge , then you’re in land.
Edit intent: clarity
Original:  BW: I’m optimistic about my own life and things changing for the better.
Revised:  BW: I’m about my own life and things changing for the better.
Edit intent: clarity
Original:  I don’t pin my existence on the industry .
Revised:  I don’t pin my existence on the .
Edit intent: clarity
Original:  Celebrity means nothing to me.
Revised:  means nothing to me.
Edit intent: fluency
Original:  It’s Godless . But, fuck, that’s what people want.
Revised:  It’s . But, fuck, that’s what people want.
Edit intent: coherence
Original:  And the idea that the word celebrity and the word diva has been watered down into any girl with a belly button now and some gold chain around her neck can be a diva .
Revised:  And the idea that the word celebrity and the word diva has been watered down into any girl with a belly button now and some gold chain around her neck can be a .
Edit intent: fluency
Original:  I don’t watch reality shows .
Revised:  I don’t watch .
Edit intent: clarity
Original:  These are the kind of people I couldn’t wait to get away from in high school and I’m going to chronicle their stupid adventures, you know?
Revised:  These are the kind of people I couldn’t wait to get away from in and I’m going to chronicle their stupid adventures, you know?
Edit intent: clarity
Original:  I don’t watch television . DS: I don’t have cable, so I know how you feel.
Revised:  I don’t watch . DS: I don’t have cable, so I know how you feel.
Edit intent: clarity
Original: BW: Yeah, but even if I had cable, satellite ,  everything, I don’t watch television.
Revised: BW: Yeah, but even if I had , everything, I don’t watch television.
Edit intent: clarity
Original: BW: Yeah, but even if I had cable, satellite ,  everything, I don’t watch television.
Revised: BW: Yeah, but even if I had cable, satellite , , everything, I don’t watch television.
Edit intent: fluency
Original:  But it’s got to be truthful news and that’s why I’ll go to the BBC News on the Internet.
Revised:  But it’s got to be truthful news and that’s why I’ll go to the on the Internet.
Edit intent: clarity
Original:  We find it shocking that they’ll say things like “Aren’t you essentially lying when you say that?” BW: But that was the Fourth Estate .
Revised:  We find it shocking that they’ll say things like “Aren’t you essentially lying when you say that?” BW: But that was the .
Edit intent: clarity
Original: BW: You’re like the Barbara Walters of your generation.
Revised: BW: You’re like the of your generation.
Edit intent: clarity
Original:  And the other thing is Futurama is going to keep me busy for awhile even though all the voice-over work is done.
Revised:  And the other thing is is going to keep me busy for awhile even though all the voice-over work is done.
Edit intent: coherence
Original:  And the other thing is Futurama is going to keep me busy for awhile even though all the voice-over work is done.
Revised:  And the other thing is Futurama is going to keep me busy for awhile even though all the work is done.
Edit intent: clarity
Original:  And I’m still doing the M Ms . I really love what I do and I don’t want people to think I’m sitting here angry all the time.
Revised:  And I’m still doing the Ms . I really love what I do and I don’t want people to think I’m sitting here angry all the time.
Edit intent: fluency
Original:  And I’m still doing the M Ms . I really love what I do and I don’t want people to think I’m sitting here angry all the time.
Revised:  And I’m still doing the M . I really love what I do and I don’t want people to think I’m sitting here angry all the time.
Edit intent: fluency
Original:  There’s so much wrong on Wikipedia , like that I got booted off the Stern show.
Revised:  There’s so much wrong on , like that I got booted off the Stern show.
Edit intent: coherence
Original:  For a while there it was like, He was going to be Invader Zim , but he didn’t make the cut.
Revised:  For a while there it was like, He was going to be , but he didn’t make the cut.
Edit intent: coherence
Original: George W. Bush, president of the United Stated met with the Malian President , Amadou Touré yesterday.
Revised: George W. Bush, president of the United Stated met with the Malian President Amadou Touré yesterday.
Edit intent: fluency
Original: George W. Bush, president of the United Stated met with the Malian President Amadou Touré yesterday.
Revised: George W. Bush, president of the United States met with the Malian President Amadou Touré yesterday.
Edit intent: fluency
Original:  [the Malian President]." Mr.Bush also thanked Touré "for his hard work in helping his citizens deal with HIV/AIDS." Mr. Touré said in the speech after the meeting that he "would like to convey to the President of the United States the sympathies and solidarity of the people of Mali because of the destruction caused by the tornados in some of the southern states of the United States."
Revised:  [the Malian President]." Mr.Bush also thanked Touré "for his hard work in helping his citizens deal with HIV/AIDS." Mr. Touré said in the press conference after the meeting that he "would like to convey to the President of the United States the sympathies and solidarity of the people of Mali because of the destruction caused by the tornados in some of the southern states of the United States."
Edit intent: clarity
Original:  Comic fans crowded, cosplayers became a focus at Comic Pavilion The Comic & Anime Pavilion, located at Taipei Show, held the first opening reception party with many cosplayers from "Romantic Versailles Star", spokespeople of its pavilion (Eddie Yu-yen Peng and Janice Chun-ning Chang), and several experts from comic and anime industries like Rex How & Riyoko Ikeda   
Revised:  Comic fans crowded, cosplayers became a focus at Comic Pavilion The Comic & Anime Pavilion, located at Taipei Show, held the first opening reception party with many cosplayers from "Romantic Versailles Star", spokespeople of its pavilion (Eddie Yu-yen Peng and Janice Chun-ning Chang), and several experts from comic and anime industries like Rex How & Riyoko Ikeda . 
Edit intent: fluency
Original:  Comic fans crowded, cosplayers became a focus at Comic Pavilion The Comic & Anime Pavilion , located at Taipei Show, held the first opening reception party with many cosplayers from "Romantic Versailles Star", spokespeople of its pavilion (Eddie Yu-yen Peng and Janice Chun-ning Chang), and several experts from comic and anime industries like Rex How & Riyoko Ikeda.
Revised:  Comic fans crowded, cosplayers became a focus at Comic Pavilion The Comic & Anime Pavilion , located at Taipei Show, held the first opening reception party with many cosplayers from "Romantic Versailles Star", spokespeople of its pavilion (Eddie Yu-yen Peng and Janine Chun-ning Chang), and several experts from comic and anime industries like Rex How & Riyoko Ikeda.
Edit intent: fluency
Original:  Yesterday in fact, many participants still stocked several goods for the main show, and the organizer (Taipei Book Fair Foundation, TBFF) set several warning and control lines to welcome several comic and anime fans in the main show.
Revised:  2 days ago in fact, many participants still stocked several goods for the main show, and the organizer (Taipei Book Fair Foundation, TBFF) set several warning and control lines to welcome several comic and anime fans in the main show.
Edit intent: clarity
Original:  First-ever Taipei international Book Exhibition Prize After sampling some experiences from Frankfurt Book Fair, the TBFF decided to held the " Taipei international Book Exhibition Prize" to choose the best books to promote them into global publishing market.
Revised:  First-ever Taipei international Book Exhibition Prize After sampling some experiences from Frankfurt Book Fair, the TBFF decided to held the " TIBE Prize" to choose the best books to promote them into global publishing market.
Edit intent: clarity
Original:  The organizer expect that visitors will bring good reading examples in Taiwan.
Revised:  The organizer expected that visitors will bring good reading examples in Taiwan.
Edit intent: fluency
Original: Even though it was cold & a bad weather in Taipei recently, but the 2008 Taipei International Book Exhibition (TIBE 2008), anticipated by world-wide media, government executives, and publishing experts, finally started yesterday in the Taipei World Trade Center Hall 1 & 3 and Taipei Show.
Revised: Even though the weather was cold & a bad weather in Taipei recently, but the 2008 Taipei International Book Exhibition (TIBE 2008), anticipated by world-wide media, government executives, and publishing experts, finally started yesterday in the Taipei World Trade Center Hall 1 & 3 and Taipei Show.
Edit intent: fluency
Original: Even though it was cold & a bad weather in Taipei recently, but the 2008 Taipei International Book Exhibition (TIBE 2008), anticipated by world-wide media, government executives, and publishing experts, finally started yesterday in the Taipei World Trade Center Hall 1 & 3 and Taipei Show.
Revised: Even though it was cold & bad weather in Taipei recently, but the 2008 Taipei International Book Exhibition (TIBE 2008), anticipated by world-wide media, government executives, and publishing experts, finally started yesterday in the Taipei World Trade Center Hall 1 & 3 and Taipei Show.
Edit intent: fluency
Original: Even though it was cold & a bad weather in Taipei recently, but the 2008 Taipei International Book Exhibition (TIBE 2008), anticipated by world-wide media, government executives, and publishing experts, finally started yesterday in the Taipei World Trade Center Hall 1 & 3 and Taipei Show.
Revised: Even though it was cold & a bad weather in Taipei the 2008 Taipei International Book Exhibition (TIBE 2008), anticipated by world-wide media, government executives, and publishing experts, finally started yesterday in the Taipei World Trade Center Hall 1 & 3 and Taipei Show.
Edit intent: coherence
Original: Even though it was cold & a bad weather in Taipei recently, but the 2008 Taipei International Book Exhibition (TIBE 2008), anticipated by world-wide media, government executives, and publishing experts, finally started yesterday in the Taipei World Trade Center Hall 1 & 3 and Taipei Show.
Revised: Even though it was cold & a bad weather in Taipei recently, but the 2008 Taipei International Book Exhibition (TIBE 2008), anticipated by world-wide media, government executives, and publishing experts, started yesterday at the Taipei World Trade Center Hall 1 & 3 and Taipei Show.
Edit intent: coherence
Original:  Not only this, the show organizer,  Taipei Book Fair Foundation (TBFF), held a special book award for publishers and authors named "Taipei International Book Exhibition Prize" (TIBE Prize)  first time.
Revised:  Not only this, the show organizer, the Taipei Book Fair Foundation (TBFF), held a special book award for publishers and authors named "Taipei International Book Exhibition Prize" (TIBE Prize) first time.
Edit intent: fluency
Original:  Not only this, the show organizer,  Taipei Book Fair Foundation (TBFF), held a special book award for publishers and authors named "Taipei International Book Exhibition Prize" (TIBE Prize)  first time.
Revised:  Not only this, the show organizer, Taipei Book Fair Foundation (TBFF), presented a special book award for publishers and authors named "Taipei International Book Exhibition Prize" (TIBE Prize) first time.
Edit intent: clarity