wanyu/IteraTeR_v2 huggingface dataset:
Original:  Later inverse stochastic resonance has been confirmed in Purkinje cells of cerebellum, where it could play the role for generation of pauses of spiking activity in vivo  .
Revised:  Later inverse stochastic resonance has been confirmed in Purkinje cells of cerebellum, where it could play the role for generation of pauses of spiking activity in vivo '' .
Edit intent: coherence
Original: Facial Care To keep your skin free from blemishes and imperfections, a skin care routine must be followed every day.
Revised: Facial care is the maintenance of the face and its features such as the skin, lips and eyelashes so that it has an attractive, youthful appearance. To keep your skin free from blemishes and imperfections, a skin care routine must be followed every day.
Edit intent: coherence
Original:  You should uase a facial wash aswell as cleanser so you know that all of your make up has been removed and that your skin is clean and free from impurities.
Revised:  You should uase a facial wash as well as cleanser so you know that all of your make up has been removed and that your skin is clean and free from impurities.
Edit intent: fluency
Original:  Moisturiser You should moisturise to "rebalance" your skins pH balanc  
Revised:  Moisturiser You should moisturise to "rebalance" your skins pH balance. 
Edit intent: fluency
Original:  Eye make-up remover Comes in a liquid form usually and should be used before starting your skincare routine so as to remove any "excess" make up.%DIFDELCMD < %DIFDELCMD < %%% Facial Scrub Use this only once a week unless its a daily facial scrub.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Facial Scrub Use this only once a week unless its a daily facial scrub.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Cleanser A cleanser should be used every day also and comes in creamy, liquid, or wash off form.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Toner Use a toner after cleansing, it will get rid of any cleanser or remnants that has been left behind from previous products and/or make up.%DIFDELCMD < %DIFDELCMD < %%% Moisturiser You should moisturise to "rebalance" your skins pH balance.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Moisturiser You should moisturise to "rebalance" your skins pH balance.
Edit intent: coherence
Original:  Toner Use a toner after cleansing, it will get rid of any cleanser or remnants that has been left behind from previous products and/or make up.%DIFDELCMD < %DIFDELCMD < %%% Moisturiser You should moisturise to "rebalance" your skins pH balance.
Revised:  Toner Use a toner after cleansing, it will get rid of any cleanser or remnants that has been left behind from previous products and/or make up.%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: His work Nadkarni was a prolific composer in North Indian Classical music.
Revised: Work Nadkarni was a prolific composer in North Indian Classical music.
Edit intent: clarity
Original:  All his compositions bear a distinct stamp of his own, They have chosen words and phrases, are rich in their poetic content, are mostly philosophical in nature, have some message or the other to convey and yet are extremely lilting to sing.
Revised:  All his compositions bear a distinct stamp of his own, they have chosen words and phrases, are rich in their poetic content, are mostly philosophical in nature, have some message or the other to convey and yet are extremely lilting to sing.
Edit intent: fluency
Original:  His Guru , Aman Ali Khansaheb also made compositions under the same pen-name.
Revised:  His guru , Aman Ali Khansaheb also made compositions under the same pen-name.
Edit intent: fluency
Original:  Madanlal Vyas, the well-known musicologist, music-critic and writer, in his article titled , ‘ MUSICOLOGIST AND TALENTED MUSICIAN - RAMESH NADKARNI ’ has given a detailed account of his musical journey.
Revised:  Madanlal Vyas, a musicologist, music critic and writer, in his article titled , ‘ MUSICOLOGIST AND TALENTED MUSICIAN - RAMESH NADKARNI ’ has given a detailed account of his musical journey.
Edit intent: clarity
Original:  Madanlal Vyas, the well-known musicologist, music-critic and writer, in his article titled , ‘ MUSICOLOGIST AND TALENTED MUSICIAN - RAMESH NADKARNI ’ has given a detailed account of his musical journey.
Revised:  Madanlal Vyas, the well-known musicologist, music-critic and writer, in his article titled " MUSICOLOGIST AND TALENTED MUSICIAN - RAMESH NADKARNI ’ has given a detailed account of his musical journey.
Edit intent: fluency
Original:  Madanlal Vyas, the well-known musicologist, music-critic and writer, in his article titled , ‘ MUSICOLOGIST AND TALENTED MUSICIAN - RAMESH NADKARNI ’ has given a detailed account of his musical journey.
Revised:  Madanlal Vyas, the well-known musicologist, music-critic and writer, in his article titled , ‘ MUSICOLOGIST AND TALENTED MUSICIAN - RAMESH NADKARNI ", has given a detailed account of his musical journey.
Edit intent: fluency
Original: SANGEET magazine  published in October 1995 In the souvenir published in October 1984 in Mumbai, on the occasion of felicitation to Nadkarni on his 61st birthday, several notable personalities like S. R. Ekkundi and Gopal H. Gaonkar praised Nadkarny's contributions to the fields of music.
Revised: SANGEET magazine , published in October 1995 In the souvenir published in October 1984 in Mumbai, on the occasion of felicitation to Nadkarni on his 61st birthday, several notable personalities like S. R. Ekkundi and Gopal H. Gaonkar praised Nadkarny's contributions to the fields of music.
Edit intent: fluency
Original: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday SOME TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI This composition asks one to be conveys the message of what contains the how the though basically is devotional one, in nature brings out the philosophy of This composition can be interpreted in 2 different ways.
Revised: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday Some TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI This composition asks one to be conveys the message of what contains the how the though basically is devotional one, in nature brings out the philosophy of This composition can be interpreted in 2 different ways.
Edit intent: fluency
Original: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday SOME TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI This composition asks one to be conveys the message of what contains the how the though basically is devotional one, in nature brings out the philosophy of This composition can be interpreted in 2 different ways.
Revised: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday SOME TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI This composition asks one to be conveys the message of what contains the how the thought basically is devotional one, in nature brings out the philosophy of This composition can be interpreted in 2 different ways.
Edit intent: fluency
Original: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday SOME TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI This composition asks one to be conveys the message of what contains the how the though basically is devotional one, in nature brings out the philosophy of This composition can be interpreted in 2 different ways.
Revised: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday SOME TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI This composition asks one to be conveys the message of what contains the how the though basically is devotional one, in nature brings out the philosophy of This composition can be interpreted in two different ways.
Edit intent: fluency
Original:  Mr. Nadakarni has contributed a lot to Kannada light music as well.
Revised:  Nadakarni has contributed a lot to Kannada light music as well.
Edit intent: coherence
Original:  Noted Kannada poet B.A. Sanadi recollects how Nadakarni set tunes to Kannada lyrics being in Mumbai.
Revised:  Kannada poet B.A. Sanadi recollects how Nadakarni set tunes to Kannada lyrics being in Mumbai.
Edit intent: clarity
Original:  Unfortunately, today 's Kannada Light Music fraternity doesn't take note of his work.
Revised:  Today 's Kannada Light Music fraternity doesn't take note of his work.
Edit intent: fluency
Original: %DIFDELCMD < %DIFDELCMD < %%% Nadkarni was handicapped with Asthma but he knew how to get his own way.
Revised: %DIFDELCMD < %DIFDELCMD < %%% handicapped with Asthma but he knew how to get his own way.
Edit intent: coherence
Original: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday Some TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI Raga – Jogkauns This composition asks one to be conveys the message of what contains the how the thought basically is devotional one, in nature brings out the philosophy of%DIFDELCMD < %DIFDELCMD < %%% (Wording of the composition in Hindi language is as below).
Revised: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday Raga – Jogkauns This composition asks one to be conveys the message of what contains the how the thought basically is devotional one, in nature brings out the philosophy of%DIFDELCMD < %DIFDELCMD < %%% (Wording of the composition in Hindi language is as below).
Edit intent: coherence
Original: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday Some TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI Raga – Jogkauns This composition asks one to be conveys the message of what contains the how the thought basically is devotional one, in nature brings out the philosophy of%DIFDELCMD < %DIFDELCMD < %%% (Wording of the composition in Hindi language is as below).
Revised: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday Some TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI Raga – This composition asks one to be conveys the message of what contains the how the thought basically is devotional one, in nature brings out the philosophy of%DIFDELCMD < %DIFDELCMD < %%% (Wording of the composition in Hindi language is as below).
Edit intent: coherence
Original: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday Some TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI Raga – Jogkauns This composition asks one to be conveys the message of what contains the how the thought basically is devotional one, in nature brings out the philosophy of%DIFDELCMD < %DIFDELCMD < %%% (Wording of the composition in Hindi language is as below).
Revised: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday Some TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI Raga – Jogkauns %DIFDELCMD < %DIFDELCMD < %%% (Wording of the composition in Hindi language is as below).
Edit intent: coherence
Original: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday Some TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI Raga – Jogkauns This composition asks one to be conveys the message of what contains the how the thought basically is devotional one, in nature brings out the philosophy of%DIFDELCMD < %DIFDELCMD < %%% (Wording of the composition in Hindi language is as below).
Revised: Souvenir published in October 1984, on the occasion of felicitation to Nadkarni on his 61st birthday Some TYPICAL BANDISHAS (COMPOSITIONS) OF RAMESH NADKARNI Raga – Jogkauns This composition asks one to be conveys the message of what contains the how the thought basically is devotional one, in nature brings out the philosophy of%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  HE MAAN KAHE KARAT VICHAR, DWANDWA TYAJA, SUMIR AMAR NIT NIRAKAR%DIFDELCMD < %DIFDELCMD < %%% CHINTANA KAR NISHCHINTA CHITTA DHAR HAR KAR PAKARAT KAR NIRADHAR KO.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% CHINTANA KAR NISHCHINTA CHITTA DHAR HAR KAR PAKARAT KAR NIRADHAR KO.
Edit intent: coherence
Original:  HE MAAN KAHE KARAT VICHAR, DWANDWA TYAJA, SUMIR AMAR NIT NIRAKAR%DIFDELCMD < %DIFDELCMD < %%% CHINTANA KAR NISHCHINTA CHITTA DHAR HAR KAR PAKARAT KAR NIRADHAR KO.
Revised:  HE MAAN KAHE KARAT VICHAR, DWANDWA TYAJA, SUMIR AMAR NIT NIRAKAR%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  The meaning in English of this composition is somewhat as below.
Edit intent: coherence
Original:  Raga – Bairagi Bhairav This composition can be interpreted in two different ways.
Revised:  Bairagi Bhairav This composition can be interpreted in two different ways.
Edit intent: coherence
Original:  Raga – Bairagi Bhairav This composition can be interpreted in two different ways.
Revised:  Raga – Bairagi Bhairav 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% (Wording of the composition in Hindi is as below.) SUR SURAS SADHALE RASIK GAON.
Revised: %DIFDELCMD < %DIFDELCMD < %%% SUR SURAS SADHALE RASIK GAON.
Edit intent: coherence
Original:  SABAD SALONE LAYA TAAL SURANSO.%DIFDELCMD < %DIFDELCMD < %%% AMAR KAHAT HAI NIRAKH SANS KO AUR LAYATARANG RAS BARASE.
Revised:  SABAD SALONE LAYA TAAL SURANSO.%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: Communications with S. R. Ekkundi, G. H. Gaonkar, and Nadkarni's disciple Shaila Piplapure from the generations of Bhendibazaar gharana . Nadakarni has contributed a lot to Kannada light music as well.
Revised: Communications with S. R. Ekkundi, G. H. Gaonkar, and Nadkarni's disciple Shaila Piplapure from the generations of Bhendibazaar gharana Nadakarni has contributed a lot to Kannada light music as well.
Edit intent: clarity
Original: Ramesh Laxman Nadkarni (1921–1995)Ramesh Nadkarni and his Photo Nadkarni in Indian classical musicCenter for research and promotion of Indian music - Pandit Arvind Mulgaonkar and Nadkarni was a Hindustani classical music singer from Jogeshwari.
Revised: Ramesh Laxman Nadkarni (1921–1995)Ramesh Nadkarni and his PhotoCenter for research and promotion of Indian music - Pandit Arvind Mulgaonkar and Nadkarni was a Hindustani classical music singer from Jogeshwari.
Edit intent: coherence
Original:  Nadkarni is survived by his wife, two children who live in Mumbai and disciples like Sairam Iyer, Sakuntala Narsimhan, Devendra Murdeshwar, Mahendra Kapoor and Shaila URL Nadkarni's Disciple Shaila A. URL - The generations of Bhendibazaar gharana
Revised:  Nadkarni is survived by his wife, two children who live in Mumbai and disciples like Sairam Iyer, Sakuntala Narsimhan, Mahendra Kapoor and Shaila URL Nadkarni's Disciple Shaila A. URL - The generations of Bhendibazaar gharana
Edit intent: clarity
Original:  Crawford's adoptive father said that his son was became addicted to drugs in the mid-1970s.
Revised:  Crawford's adoptive father said that his son became addicted to drugs in the mid-1970s.
Edit intent: fluency
Original:  According to him, once they were there, Rhonda refused to have sex with him and demanded she was given the cocaine first, after which a quarrel arose between them, during which Crawford stabbed her to death with a knife and raped the body.
Revised:  According to him, once they were there, Rhonda refused to have sex with him and demanded she was given the cocaine first, after which a quarrel arose between them, during which Crawford stabbed her to death with a knife . He raped the body.
Edit intent: coherence
Original:  King's skeletonized remains were discovered on December 21st of that year, with no clothes present, except for a coat and a pillow over her face.
Revised:  King's skeletonized remains were discovered on December 21 of that year, with no clothes present, except for a coat and a pillow over her face.
Edit intent: fluency
Original:  While the pair were having oral sex, Shatteen interrupted and demanded that she be given drugs, resulting in Crawford attacking and subsequently strangling her with his hands and an electric wire.
Revised:  Crawford attacked and strangled her with his hands and an electric wire.
Edit intent: clarity
Original:  A week after, Crawford was with 42-year-old Evandry Harris , and like Townsend, she interrupted during sex to demand payment, causing Crawford to lash out and beat her up, before strangling her with a telephone wire.
Revised:  A week after, Crawford beat and strangled 42-year-old Evandry Harris , and like Townsend, she interrupted during sex to demand payment, causing Crawford to lash out and beat her up, before strangling her with a telephone wire.
Edit intent: clarity
Original:  Both of them began arguing, and when Cross attempted to leave, Crawford stabbed her in the back and hit her on the head with a pipe , before finally strangling her.
Revised:  Both of them began arguing, and when Cross attempted to leave, Crawford stabbed her in the back and hit her on the head with a pipe before finally strangling her.
Edit intent: fluency
Original:  In mid-April 1999, he killed 44-year-old prostitute Sheryl Johnson, whom he strangled and her corpse raped several times .
Revised:  In mid-April 1999, he killed 44-year-old Sheryl Johnson .
Edit intent: coherence
Original:  Many of the women were prostitutes or drug addicts .
Revised:  Many of the women were addicted to drugs or worked as sex workers .
Edit intent: clarity
Original:  Many of the women were addicted to drugs or worked as sex workers .
Revised:  Many of the women were addicted to drugs or worked as prostitutes .
Edit intent: clarity
Original:  All of the killings occurred in Chicago's Englewood neighborhood, which is known for its high percentage for violent crime.
Revised:  All of the killings occurred in Chicago's Englewood neighborhood, which is known for its high rates of violent crime.
Edit intent: clarity
Original:  In July 1995, Crawford killed 27-year-old Shaquanta Langley, strangling her and then raping the corpse.
Revised:  In July 1995, Crawford killed 27-year-old Shaquanta Langley, 
Edit intent: clarity
Original: %DIFDELCMD < %DIFDELCMD < %%% Crawford's next victims were Tommie Dennis, who he killed in June 1998, and 31-year-old Sonja Brandon, who he strangled the next month.
Revised: %DIFDELCMD < %DIFDELCMD < %%% Sonja Brandon, who he strangled the next month.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% A week after, Crawford beat and strangled 42-year-old Evandry Harris.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  In the first week of December 1998, Crawford invited a friend, 38-year-old prostitute Cheryl Cross, to have sex.
Revised:  Nicole Townsend, Cheryl Cross, to have sex.
Edit intent: clarity
Original:  Early life Crawford was born on March 20, 1962 in Chicago.
Revised:  Early life Crawford was born in March 1962 in Chicago.
Edit intent: clarity
Original:  On December 10, 2009, by jury verdict, he was found guilty on all counts and given a life imprisonment sentence without the chance of parole  
Revised:  On December 10, 2009, by jury verdict, he was found guilty on all counts and given a life imprisonment sentence without the chance of parole . 
Edit intent: fluency
Original: Infobox murderer | name = Andre Crawford | alias = | image = Andre Crawford (inmate).png | image_size = | caption = Inmate photo - IDOC | birth_name = | birth_date = | birth_place = Chicago | death_date = <ref name="Swartz"> Andre Crawford (March 1962 - March 2017) was an American serial killer, rapist and necrophile who killed 11 women between 1993 and 1999 in Chicago.
Revised: Andre Crawford (born March 20, 1962 - March 2017) was an American serial killer, rapist and necrophile who killed 11 women between 1993 and 1999 in Chicago.
Edit intent: clarity
Original: Infobox murderer | name = Andre Crawford | alias = | image = Andre Crawford (inmate).png | image_size = | caption = Inmate photo - IDOC | birth_name = | birth_date = | birth_place = Chicago | death_date = <ref name="Swartz"> Andre Crawford (March 1962 - March 2017) was an American serial killer, rapist and necrophile who killed 11 women between 1993 and 1999 in Chicago.
Revised: Infobox murderer | name = Andre Crawford | alias = | image = Andre Crawford (inmate).png | image_size = | caption = Inmate photo - IDOC | birth_name = | birth_date = | birth_place = Chicago | death_date = <ref name="Swartz"> Andre Crawford (March 1962 ) is an American serial killer, rapist and necrophile who killed 11 women between 1993 and 1999 in Chicago.
Edit intent: coherence
Original:  On December 10, 2009, by jury verdict, he was found guilty on all counts and given a life imprisonment sentence without the chance of parole . Crawford was imprisoned in Illinois at the Menard Correctional Center.
Revised:  On December 10, 2009, by jury verdict, he was found guilty on all counts and given a life imprisonment sentence without the chance of parole Crawford was imprisoned in Illinois at the Menard Correctional Center.
Edit intent: fluency
Original: Andre Crawford ( born March 20, 1962 ) is an American serial killer, rapist and necrophile who killed 11 women between 1993 and 1999 in Chicago.
Revised: Andre Crawford ( 1962 ) is an American serial killer, rapist and necrophile who killed 11 women between 1993 and 1999 in Chicago.
Edit intent: coherence
Original:  In December 2009, Crawford was found guilty on all counts and sentenced to life imprisonment without parole.
Revised:  In 2009, Crawford was found guilty on all counts and sentenced to life imprisonment without parole.
Edit intent: clarity
Original:  Early life Crawford was born on March 20, 1962 in Chicago .
Revised:  Early life Crawford was born in Chicago in 1962.
Edit intent: clarity
Original:  His mother paid little attention to him, leading to her being prosecuted in the late 1960s for inappropriate parenting, leading to both Crawford and his sister being placed in a foster family with four other children.
Revised:  His mother paid little attention to him, leading to her being prosecuted in the late 1960s for inappropriate parenting, and both Crawford and his sister being placed in a foster family with four other children.
Edit intent: coherence
Original:  The main Bantu tribe living in the region were the Kongo, also known as Bakongo, who established mostly weak and unstable kingdoms along the mouth, north and south of the Congo River.
Revised:  The main Bantu tribe living in the region were the Kongo, also known as Bakongo, who established mostly unstable kingdoms along the mouth, north and south of the Congo River.
Edit intent: clarity
Original: Bantus and Forest Peoples The earliest inhabitants of the region comprising present-day Congo were the Pygmy peoples whose Stone Age culture was slowly replaced by Bantu tribes coming from regions north of present-day Democratic Republic of the Congo about 2,000 years ago, introducing Iron Age culture to the region .
Revised: Bantus and Forest Peoples The earliest inhabitants of the region comprising present-day Congo were the Pygmy peoples whose Stone Age culture was slowly replaced by Bantu tribes .
Edit intent: coherence
Original:  For some the discovery of oil of the Congolese coast was a blessing.
Revised:  For some the discovery of oil off the Congolese coast was a blessing.
Edit intent: fluency
Original: Bantus and Forest Peoples The earliest inhabitants of the region comprising present-day Congo were the Pygmy peoples whose Stone Age culture was slowly replaced by Bantu tribes.
Revised: Bantus and Forest Peoples The earliest inhabitants of the region comprising present-day Congo were the Forest peoples whose Stone Age culture was slowly replaced by Bantu tribes.
Edit intent: clarity
Original:  It had six so-called provinces called Mbemba , Soyo, Mbamba, Mbata, Nsundi and Mpangu.
Revised:  It had six so-called provinces called Mpemba , Soyo, Mbamba, Mbata, Nsundi and Mpangu.
Edit intent: fluency