wanyu/IteraTeR_v2 huggingface dataset:
Original: Abu with Dhwani and Lenin Rajendran for Vachanam later he turned to pen on advise of actor Thilakan who gave him debut to make screenplay based  Thilakan's own directed drama Fasaq as screened as "Ghoshayathra" the same as another movie Vishnulokam in 1991.
Revised: Abu with Dhwani and Lenin Rajendran for Vachanam later he turned to pen on advise of actor Thilakan who gave him debut to make screenplay based Thilakan's own directed drama Fasaq screened as "Ghoshayathra" the same as another movie Vishnulokam in 1991.
Edit intent: fluency
Original:  He was undergoing a long battle of liver cirrhosis.
Revised:  He was undergoing a long battle with liver cirrhosis.
Edit intent: fluency
Original:  He was buried with full state honor at his hometown Kondotty.
Revised:  He was buried with full state honors at his hometown Kondotty.
Edit intent: fluency
Original:  He friendly appeared in Ranjith's directed Malayalam film Paleri Manikyam: Oru Pathirakolapathakathinte Katha 
Revised:  He appeared in Ranjith's directed Malayalam film Paleri Manikyam: Oru Pathirakolapathakathinte Katha 
Edit intent: fluency
Original:  He friendly appeared in Ranjith's directed Malayalam film Paleri Manikyam: Oru Pathirakolapathakathinte Katha 
Revised:  He friendly appeared in Ranjith's directed Malayalam film Paleri Manikyam: Oru Pathirakolapathakathinte Katha .
Edit intent: fluency
Original:  His younger brother, T. A. Shahid, was also a screenwriter who wrote scripts for successful films such as Balettan and perumazhakkalam .
Revised:  His younger brother, T. A. Shahid, was also a screenwriter who wrote scripts for successful films such as Balettan and Perumazhakkalam .
Edit intent: fluency
Original:  AN EX-STUDENT OF NID AHMEDABAD, HE IS THE CREATOR OF HIGH-PROFILE EVENTS LIKE INDIA MEN ’ S FASHION WEEK, COLOMBO INTERNATIONAL FASHION WEEK, KINGFISHER FASHION AWARDS & MEGAMODEL HUNT. A TEXTILE EXPERT HIMSELF, HE HAS PRESENTED THE RAJASTHAN HERITAGE WEEK SINCE 2015.
Revised:  AN EX-STUDENT OF NID AHMEDABAD, HE IS THE CREATOR OF HIGH-PROFILE EVENTS LIKE INDIA MEN ’ s fashion week, Colombo Fashion Week, Kingfisher Fashion Awards & MEGAMODEL HUNT. A TEXTILE EXPERT HIMSELF, HE HAS PRESENTED THE RAJASTHAN HERITAGE WEEK SINCE 2015.
Edit intent: clarity
Original:  AN EX-STUDENT OF NID AHMEDABAD, HE IS THE CREATOR OF HIGH-PROFILE EVENTS LIKE INDIA MEN ’ S FASHION WEEK, COLOMBO INTERNATIONAL FASHION WEEK, KINGFISHER FASHION AWARDS & MEGAMODEL HUNT. A TEXTILE EXPERT HIMSELF, HE HAS PRESENTED THE RAJASTHAN HERITAGE WEEK SINCE 2015.
Revised:  AN EX-STUDENT OF NID AHMEDABAD, HE IS THE CREATOR OF HIGH-PROFILE EVENTS LIKE INDIA MEN ’ S FASHION WEEK, COLOMBO INTERNATIONAL FASHION WEEK, KINGFISHER FASHION AWARDS & A TEXTILE EXPERT HIMSELF, HE HAS PRESENTED THE RAJASTHAN HERITAGE WEEK SINCE 2015.
Edit intent: coherence
Original:  AN EX-STUDENT OF NID AHMEDABAD, HE IS THE CREATOR OF HIGH-PROFILE EVENTS LIKE INDIA MEN ’ S FASHION WEEK, COLOMBO INTERNATIONAL FASHION WEEK, KINGFISHER FASHION AWARDS & MEGAMODEL HUNT. A TEXTILE EXPERT HIMSELF, HE HAS PRESENTED THE RAJASTHAN HERITAGE WEEK SINCE 2015.
Revised:  AN EX-STUDENT OF NID AHMEDABAD, HE IS THE CREATOR OF HIGH-PROFILE EVENTS LIKE INDIA MEN ’ S FASHION WEEK, COLOMBO INTERNATIONAL FASHION WEEK, KINGFISHER FASHION AWARDS & MEGAMODEL HUNT. Megamodel Hunt. A textile expert himself, he has presented the Rajasthan Heritage Week since 2015.
Edit intent: coherence
Original:  THIS IS A PROJECT HE DEVELOPED FOR THE GOVERNMENT OF RAJASTHAN UNDER HON. CM SMT. VASUNDHARA RAJE. THIS IS CONSIDERED TO BE ONE OF THE MOST SUCCESSFUL KHADI & HANDLOOM REVIVAL PROJECTS IN THE COUNTRY.
Revised:  This is a project he developed for the Government of Rajasthan under hon. Cm Smt. Vasundhara Raje. This is considered to be one of the most successful Khadi & HANDLOOM REVIVAL PROJECTS IN THE COUNTRY.
Edit intent: fluency
Original:  THIS IS A PROJECT HE DEVELOPED FOR THE GOVERNMENT OF RAJASTHAN UNDER HON. CM SMT. VASUNDHARA RAJE. THIS IS CONSIDERED TO BE ONE OF THE MOST SUCCESSFUL KHADI & HANDLOOM REVIVAL PROJECTS IN THE COUNTRY.
Revised:  THIS IS A PROJECT HE DEVELOPED FOR THE GOVERNMENT OF RAJASTHAN UNDER HON. CM SMT. VASUNDHARA RAJE. THIS IS CONSIDERED TO BE ONE OF THE MOST SUCCESSFUL KHADI & 
Edit intent: coherence
Original:  HE ALSO HOLDS THE KARNATAKA FASHION WEEK ANNUALLY WORKING WITH NATIONAL & INTERNATIONAL DESIGNERS TO PRESENT THE PRODUCTS OF KARNATAKA IN HANDLOOM COTTON, WOOL, SILK AND KHADI. . He appeared on the cover of India Today in January 1998 as one of India's most influential Style Entrepreneurs.
Revised:  HE ALSO HOLDS THE KARNATAKA FASHION WEEK ANNUALLY WORKING WITH NATIONAL & international designers to present the products of Karnataka in handloom cotton, wool, silk and khadi. . He appeared on the cover of India Today in January 1998 as one of India's most influential Style Entrepreneurs.
Edit intent: fluency
Original:  An ex-student of NID Ahmedabad, he is the creator of high-profile events like India men ’s fashion week , Colombo Fashion Week, Kingfisher Fashion Awards & Megamodel Hunt.
Revised:  An ex-student of NID Ahmedabad, he is the creator of high-profile events like India Men ’s fashion week , Colombo Fashion Week, Kingfisher Fashion Awards & Megamodel Hunt.
Edit intent: fluency
Original:  An ex-student of NID Ahmedabad, he is the creator of high-profile events like India men ’s fashion week , Colombo Fashion Week, Kingfisher Fashion Awards & Megamodel Hunt.
Revised:  An ex-student of NID Ahmedabad, he is the creator of high-profile events like India men ’s Fashion Week , Colombo Fashion Week, Kingfisher Fashion Awards & Megamodel Hunt.
Edit intent: fluency
Original:  He also holds the Karnataka Fashion Week annually working with national & international designers to present the products of Karnataka in handloom cotton, wool, silk and khadi.
Revised:  He also holds the Karnataka Fashion Week annually working with National & international designers to present the products of Karnataka in handloom cotton, wool, silk and khadi.
Edit intent: fluency
Original:  He also holds the Karnataka Fashion Week annually working with national & international designers to present the products of Karnataka in handloom cotton, wool, silk and khadi.
Revised:  He also holds the Karnataka Fashion Week annually working with national & International designers to present the products of Karnataka in handloom cotton, wool, silk and khadi.
Edit intent: fluency
Original: Dr. Ramachandra Dattatraya Lele () (born 16 January 1928) is an eminent physician from India.
Revised:  Ramachandra Dattatraya Lele () (born 16 January 1928) is an eminent physician from India.
Edit intent: clarity
Original: Dr. Ramachandra Dattatraya Lele () (born 16 January 1928) is an eminent physician from India.
Revised: Dr. Ramachandra Dattatraya Lele () (born 16 January 1928) is a physician from India.
Edit intent: clarity
Original: Hujjat al-Islam Professor Khwaja Muhammad Latif Ansari (1887-1979), alternatively spelled K̲h̲vajah Muḥammad Latīf Anṣārī, was a reputed 20th-century Shia Muslim scholar, poet, historian, and cleric from Pakistan.
Revised: Hujjat al-Islam Professor Khwaja Muhammad Latif Ansari (1887-1979), alternatively spelled Khwaja Muḥammad Latīf Anṣārī, was a reputed 20th-century Shia Muslim scholar, poet, historian, and cleric from Pakistan.
Edit intent: clarity
Original: Hujjat al-Islam Professor Khwaja Muhammad Latif Ansari (1887-1979), alternatively spelled K̲h̲vajah Muḥammad Latīf Anṣārī, was a reputed 20th-century Shia Muslim scholar, poet, historian, and cleric from Pakistan.
Revised: Hujjat al-Islam Professor Khwaja Muhammad Latif Ansari (1887-1979), alternatively spelled K̲h̲vajah Muḥammad Latīf Anṣārī, was a reputed 20th-century Muslim scholar, poet, historian, and cleric from Pakistan.
Edit intent: clarity
Original: Hujjat al-Islam Professor Khwaja Muhammad Latif Ansari (1887-1979), alternatively spelled K̲h̲vajah Muḥammad Latīf Anṣārī, was a reputed 20th-century Shia Muslim scholar, poet, historian, and cleric from Pakistan.
Revised: Hujjat al-Islam Professor Khwaja Muhammad Latif Ansari (1887-1979), alternatively spelled Muḥammad Latīf Anṣārī, was a reputed 20th-century Shia Muslim scholar, poet, historian, and cleric from Pakistan.
Edit intent: clarity
Original: Some of his publications are as follows: Islam Aur Musalmano Ki Tareekh (The History of Islam and Muslims) Tārīk̲h̲-i Ḥasan Mujtabá (History of Al-Hasan Al-Mujtaba) Shazada-e-Yathrib Alam-e-Hijrat Mein Ma'arejal IrfanA picture of a copy of Ma'arejal Irfan Karbalā kī kahānī, Qurʼān kī zabānī (The Story of Karbala in the words of the Qur'an).
Revised: Some of his publications are as follows: Islam Aur Musalmano Ki Tareekh (The History of Islam and Muslims) Tārīk̲h̲-i Ḥasan Mujtabá (History of Al-Hasan Al-Mujtaba) Shazada-e-Yathrib Alam-e-Hijrat Mein Ma'arejal Irfan Karbalā kī kahānī, Qurʼān kī zabānī (The Story of Karbala in the words of the Qur'an).
Edit intent: coherence
Original: Ansari was intensely concerned with the state of Shi'i tabligh in these years, writing and speaking  on what this held for the future of the Shi'ism  .
Revised: Ansari was intensely concerned with the state of Shi'i tabligh in these years, writing and speaking extensively on what this held for the future of the Shi'ism .
Edit intent: clarity
Original: Ansari was intensely concerned with the state of Shi'i tabligh in these years, writing and speaking  on what this held for the future of the Shi'ism  .
Revised: Ansari was intensely concerned with the state of Shi'i tabligh in these years, writing and speaking on what this phenomenon's implications for the future of the Shi'ism .
Edit intent: clarity
Original: References External links Kostanyan, A. Bohdan Kutiepov: STB owners interested in creating image of non-compromised journalists.
Revised:  External links Kostanyan, A. Bohdan Kutiepov: STB owners interested in creating image of non-compromised journalists.
Edit intent: fluency
Original: Biography Born in Kiev , Kutiepov graduated the high school No.2 in Yahotyn (Kiev Oblast).
Revised: Biography Born in Kyiv , Kutiepov graduated the high school No.2 in Yahotyn (Kiev Oblast).
Edit intent: fluency
Original:  Category:Living people Category:1984 births Category:People from Kiev Category:Taras Shevchenko National University of Kyiv alumni Category:Ukrainian journalists Category:Ukrainian television presenters Category:People of the Euromaidan Category:Hromadske.
Revised:  Category:Living people Category:1984 births Category:People from Kyiv Category:Taras Shevchenko National University of Kyiv alumni Category:Ukrainian journalists Category:Ukrainian television presenters Category:People of the Euromaidan Category:Hromadske.
Edit intent: fluency
Original: Biography Born in Kyiv, Kutiepov graduated the high school No.2 in Yahotyn ( Kiev Oblast).
Revised: Biography Born in Kyiv, Kutiepov graduated the high school No.2 in Yahotyn ( Kyiv Oblast).
Edit intent: fluency
Original:  In 2006 he graduated the Journalism Institute of the Kiev University.
Revised:  In 2006 he graduated the Journalism Institute of the Kyiv University.
Edit intent: fluency
Original:  Category:Living people Category:1984 births Category:People from Kiev Category:Taras Shevchenko National University of Kyiv alumni Category:Ukrainian journalists Category:Ukrainian television presenters Category:People of the Euromaidan Category:Hromadske.
Revised: References Category:Living people Category:1984 births Category:People from Kiev Category:Taras Shevchenko National University of Kyiv alumni Category:Ukrainian journalists Category:Ukrainian television presenters Category:People of the Euromaidan Category:Hromadske.
Edit intent: coherence
Original: Category:Living people Category:1984 births Category: People from Kiev Category:Taras Shevchenko National University of Kyiv alumni Category: Ukrainian journalists Category:Ukrainian television presenters Category:People of the Euromaidan Category:Hromadske.
Revised: Category:Living people Category:1984 births Category: People from Kiev Category:Taras Shevchenko National University of Kyiv alumni Category: Journalists from Kiev‎ Category:Television presenters from Kiev Category:People of the Euromaidan Category:Hromadske.
Edit intent: coherence
Original: Now this is a story all about how My life got flipped turned upside down And I'd like to take a minute, just sit right there I'll tell you how I became the prince of a town called Bel-Air In West Philadelphia, born and raised On the playground is where I spent most of my days Chillin'
Revised:  In West Philadelphia, born and raised On the playground is where I spent most of my days Chillin'
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% I pulled up to the house about 7 or 8 And I yelled to the cabbie "Yo holmes, smell ya later" Looked at my kingdom, I was finally there To sit on my throne as the Prince of Bel-Air 50 Embed MORE ON GENIUS The Making of ‘The Fresh Prince Of Bel-Air,’ TV’s Greatest Theme Song References
Revised: %DIFDELCMD < %DIFDELCMD < %%% 50 Embed MORE ON GENIUS The Making of ‘The Fresh Prince Of Bel-Air,’ TV’s Greatest Theme Song References
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% I pulled up to the house about 7 or 8 And I yelled to the cabbie "Yo holmes, smell ya later" Looked at my kingdom, I was finally there To sit on my throne as the Prince of Bel-Air 50 Embed MORE ON GENIUS The Making of ‘The Fresh Prince Of Bel-Air,’ TV’s Greatest Theme Song References
Revised: %DIFDELCMD < %DIFDELCMD < %%% I pulled up to the house about 7 or 8 And I yelled to the cabbie "Yo holmes, smell ya later" Looked at my kingdom, I was finally there To sit on my throne as the Prince of Bel-Air References
Edit intent: coherence
Original: Continuous partial attention (CPA) is the process of paying simultaneous attention to a number of sources of incoming information, but at a superficial level.
Revised: Continuous partial attention (CPA) is the of paying simultaneous attention to a number of sources of incoming information, but at a superficial level.
Edit intent: clarity
Original: Continuous partial attention (CPA) is the of paying simultaneous attention to a number of sources of incoming information, but at a superficial level.
Revised: Continuous partial attention (CPA) is the paying of simultaneous attention to a number of sources of incoming information, but at a superficial level.
Edit intent: fluency
Original:  It is driven by the willingness to connect and stay connected, scanning the best opportunities, activities and contacts in an effort to not miss anything that is going on.
Revised:  It is driven by the willingness to connect and stay connected, scanning and optimizing opportunities, activities and contacts in an effort to not miss anything that is going on.
Edit intent: clarity
Original:  Compared to multi-tasking, full attention is not required by CPA (hence the "partial") and the process is ongoing rather than episodic (hence the "continuous").
Revised:  Continuous partial attention is not required by CPA (hence the "partial") and the process is ongoing rather than episodic (hence the "continuous").
Edit intent: clarity
Original:  The stateof continuous partial attention can be functional .
Revised:  necessarily a dysfunctional state .
Edit intent: clarity
Original:  This constant connectedness also affects real-time relationshipsand lowers productivity levels, leading to over-stimulation and  lack of fulfillment.
Revised:  This constant connectedness also affects real-time relationshipsand lowers productivity levels, and lead to over-stimulation and lack of fulfillment.
Edit intent: coherence
Original:  This constant connectedness also affects real-time relationshipsand lowers productivity levels, leading to over-stimulation and  lack of fulfillment.
Revised:  This constant connectedness also affects real-time relationshipsand lowers productivity levels, leading to over-stimulation and a lack of fulfillment.
Edit intent: fluency
Original:  "We may not all find ourselves in the same ridiculous era at the same time.
Revised:  "We may not all find ourselves in the same attention era at the same time.
Edit intent: clarity
Original: Linda Stone, a tech writer and consultant, coined the term continuous partial attention in 1998 to describe a modern adaptive behavior of giving continuously dividing one's attention.
Revised: Linda Stone, a tech writer and consultant, coined the term continuous partial attention in 1998 to describe a modern adaptive behavior of continuously dividing one's attention.
Edit intent: fluency
Original: Phum Snay (  ) is an Iron Age archaeological site discovered in May 2000 in Preah Neat Prey District, Banteay Meanchey Province, Northwest Cambodia, around from the temple ruins of Angkor.
Revised: Phum Snay ( ; , ) is an Iron Age archaeological site discovered in May 2000 in Preah Neat Prey District, Banteay Meanchey Province, Northwest Cambodia, around from the temple ruins of Angkor.
Edit intent: coherence
Original:  Though the term is a vulgarism originating either with the imageboards where the pictures were initially posted or Reddit, it didn't take long before the event was referred to by this name even in mainstream media such as the BBC.
Revised:  Though the term is a vulgarism originating either with the imageboards where the pictures were initially posted or Reddit, mainstream media outlets soon adopted the term themselves, such as the BBC.
Edit intent: clarity
Original: Etymology "The Fappening" is a jocular portmanteau coined by combining the words "fap", an internet slang term for masturbation, and the title of the 2008 film The Happening.
Revised: Etmology "The Fappening" is a jocular portmanteau coined by combining the words "fap", an internet slang term for masturbation, and the title of the 2008 film The Happening.
Edit intent: fluency
Original: Etmology "The Fappening" is a jocular portmanteau coined by combining the words "fap", an internet slang term for masturbation, and the title of the 2008 film The Happening.
Revised: Etymology "The Fappening" is a jocular portmanteau coined by combining the words "fap", an internet slang term for masturbation, and the title of the 2008 film The Happening.
Edit intent: fluency
Original:  The incident , which media outlets and Internet users referred to under names such as "The Fappening" (a play on "fap", a slang term for masturbation, and The Happening) and "Celebgate", was met with a varied reaction from the media and fellow celebrities.
Revised:  The incident was met with a varied reaction from the media and fellow celebrities.
Edit intent: clarity
Original: On August 31, 2014 , a collection of almost 500 private pictures of various celebrities, mostly women, and with many containing nudity, were posted  on the imageboard 4chan, and later disseminated by other users on websites and social networks such as Imgur and Reddit.
Revised: On August 31, 2014 , a collection of almost 500 private pictures of various celebrities, only women, and with many containing nudity, were posted on the imageboard 4chan, and later disseminated by other users on websites and social networks such as Imgur and Reddit.
Edit intent: clarity
Original: On August 31, 2014, a collection of almost 500 private pictures of various celebrities, mostly women, and with many containing nudity, were posted on the imageboard 4chan, and later disseminated by other users on websites and social networks such as Imgur and Reddit.
Revised: On August 31, 2014, a collection of almost 500 private pictures of various celebrities, mostly women, with many containing nudity, were posted on the imageboard 4chan, and later disseminated by other users on websites and social networks such as Imgur and Reddit.
Edit intent: coherence
Original:  Average distance between two successive gaps is 50 meters]] [[Image:Fir waves.jpg|270px|View of fir waves in the USA .]] Patterned vegetation is a vegetation community that exhibits distinctive and repetitive patterns.
Revised:  Average distance between two successive gaps is 50 meters]] [[Image:Fir waves.jpg|270px|View of fir waves in the United States .]] Patterned vegetation is a vegetation community that exhibits distinctive and repetitive patterns.
Edit intent: fluency
Original:  Several theoretical models have been published reproducing a wide variety of patterned landscapes, including: semi-arid “tiger bush”, hexagonal “fairy-circle” gap patterns  salt marshes, fog dependent desert vegetation, mires and fens.
Revised:  Several theoretical models have been published reproducing a wide variety of patterned landscapes, including: semi-arid “tiger bush”, hexagonal “fairy-circle” gap patterns , salt marshes, fog dependent desert vegetation, mires and fens.
Edit intent: fluency
Original:  When there is no directional resource flow across the landscape, regular patterns can still appear and take different forms along the rainfall gradient : hexagonal gap patterns  , stripe patterns  and hexagonal spot patterns  .
Revised:  When there is no directional resource flow across the landscape, spatial patterns may still appear in various regular and irregular forms along the rainfall gradient : hexagonal gap patterns , stripe patterns and hexagonal spot patterns .
Edit intent: clarity
Original:  When there is no directional resource flow across the landscape, regular patterns can still appear and take different forms along the rainfall gradient : hexagonal gap patterns  , stripe patterns  and hexagonal spot patterns  .
Revised:  When there is no directional resource flow across the landscape, regular patterns can still appear and take different forms along the rainfall gradient , including, in particular, hexagonal gap patterns , stripe patterns and hexagonal spot patterns .
Edit intent: clarity
Original:  The presence of a clear directionality to some important factor (such as a freezing wind or surface flow down a slope) favors the formation of bands (stripes ), oriented perpendicular to the flow direction, in wider ranges of rainfall rates.
Revised:  The presence of a clear directionality to some important factor (such as a freezing wind or surface flow down a slope) favors the formation of stripes (bands ), oriented perpendicular to the flow direction, in wider ranges of rainfall rates.
Edit intent: fluency
Original:  Several theoretical models have been published reproducing a wide variety of patterned landscapes, including: semi-arid “tiger bush”, hexagonal “fairy-circle” gap patterns  , salt marshes, fog dependent desert vegetation, mires and fens.
Revised:  Several mathematical models have been published reproducing a wide variety of patterned landscapes, including: semi-arid “tiger bush”, hexagonal “fairy-circle” gap patterns , salt marshes, fog dependent desert vegetation, mires and fens.
Edit intent: clarity
Original:  Several theoretical models have been published reproducing a wide variety of patterned landscapes, including: semi-arid “tiger bush”, hexagonal “fairy-circle” gap patterns  , salt marshes, fog dependent desert vegetation, mires and fens.
Revised:  Several theoretical models have been published that reproduce a wide variety of patterned landscapes, including: semi-arid “tiger bush”, hexagonal “fairy-circle” gap patterns , salt marshes, fog dependent desert vegetation, mires and fens.
Edit intent: clarity
Original:  A well known instability of this kind leads to the so-called Turing patterns.
Revised:  A well known instability of this kind leads to so-called Turing patterns.
Edit intent: fluency
Original:  In their simplest form these models require two interactions at differing scales: local facilitation and more distant antagonism .
Revised:  In their simplest form these models require two interactions at differing scales: local facilitation and more distant competition .
Edit intent: clarity
Original:  After filling with water and squeezing the doll, "pee" would spray out of its genitals.
Edit intent: coherence
Original: An anatomically correct doll or anatomically precise doll is a doll which depicts some of the primary and secondary sex characteristics of a human for educational purposes.
Revised: An anatomically correct doll or anatomically precise doll is a doll that depicts some of the primary and secondary sex characteristics of a human for educational purposes.
Edit intent: fluency