wanyu/IteraTeR_v2 huggingface dataset:
Original:  As of 2016, there are over 32 ' 000 documented species of bony fish and over 1 ' 100 species of cartilaginous fish.
Revised:  As of 2016, there are over 32 , 000 documented species of bony fish and over 1 ' 100 species of cartilaginous fish.
Edit intent: fluency
Original:  As of 2016, there are over 32 ' 000 documented species of bony fish and over 1 ' 100 species of cartilaginous fish.
Revised:  As of 2016, there are over 32 ' 000 documented species of bony fish and over 1 , 100 species of cartilaginous fish.
Edit intent: fluency
Original:  File:Vertebrates prop international.png|Fish diversity measured against diversity of other vertebrate groups Etymology The word for fish in English and the other Germanic languages (German ;
Revised:  Etymology The word for fish in English and the other Germanic languages (German ;
Edit intent: clarity
Original:  File:Vendor in Fish Market - Sylhet - Bangladesh (12968716714).jpg|A Bengali fish vendor.
Edit intent: coherence
Original:  He assisted Nagarur Gopinath, the first surgeon to perform an open heart surgery in India while Gopinath was working at CMCH. During his tenure of 25 years at the institution, he mentored several known surgeons such as A. G. K. Gokhale, J. S. N. Murthy and Ganesh Kumar Mani.
Revised:  He assisted in performing the first open heart surgery in India while Gopinath was working at CMCH. During his tenure of 25 years at the institution, he mentored several known surgeons such as A. G. K. Gokhale, J. S. N. Murthy and Ganesh Kumar Mani.
Edit intent: clarity
Original:  He assisted Nagarur Gopinath, the first surgeon to perform an open heart surgery in India while Gopinath was working at CMCH. During his tenure of 25 years at the institution, he mentored several known surgeons such as A. G. K. Gokhale, J. S. N. Murthy and Ganesh Kumar Mani.
Revised:  He assisted Nagarur Gopinath, the first surgeon to perform an open heart surgery in India while working at CMCH. During his tenure of 25 years at the institution, he mentored several known surgeons such as A. G. K. Gokhale, J. S. N. Murthy and Ganesh Kumar Mani.
Edit intent: clarity
Original: Stanley John is an Indian cardiothoracic surgeon, a former professor at the Christian Medical College and Hospital (CMCH) and one of the pioneers of cardiothoracic surgery in India.
Revised: Stanley John was an Indian cardiothoracic surgeon, a former professor at the Christian Medical College and Hospital (CMCH) and one of the pioneers of cardiothoracic surgery in India.
Edit intent: fluency
Original: The word anecdote (in Greek: ἀνέκδοτον "unpublished", literally "not given out") comes from Procopius of Caesarea, the biographer of Justinian I, who produced a work entitled (Anekdota, variously translated as Unpublished Memoirs or Secret History), which is primarily a collection of short incidents from the private life of the Byzantine court.
Revised: The word anecdotte (in Greek: ἀνέκδοτον "unpublished", literally "not given out") comes from Procopius of Caesarea, the biographer of Justinian I, who produced a work entitled (Anekdota, variously translated as Unpublished Memoirs or Secret History), which is primarily a collection of short incidents from the private life of the Byzantine court.
Edit intent: fluency
Original: An anecdote is a brief, revealing account of an individual person or an incident: Oxford Dictionary's definition of an anecdote "a story with a point," such as to communicate an abstract idea about a person, place, or thing through the concrete details of a short narrative or to characterize by delineating a specific quirk or trait.
Revised: </ref> Oxford Dictionary's definition of an anecdote "a story with a point," such as to communicate an abstract idea about a person, place, or thing through the concrete details of a short narrative or to characterize by delineating a specific quirk or trait.
Edit intent: clarity
Original:  Gradually, the term "anecdote" came to be appliedIts first appearance in English is of 1676 (OED). to any short tale utilized to emphasize or illustrate whatever point the author wished to make.
Revised:  Gradually, the term "anecdote" came to be appliedIts first appearance in English is of 1676 (OED). to any short tale used to emphasize or illustrate whatever point the author wished to make.
Edit intent: fluency
Original:  An anecdote is always presented as the recounting of a real incident involving actual persons and usually in an identifiable place.
Revised:  An anecdote is always presented as the recounting of a real incident involving actual people and usually in an identifiable place.
Edit intent: fluency
Original: Tambasaling was a proposed quasi-ethnic state within multicultural Nepal which contained many ethnic groups  striving for autonomy  .
Revised: Tambasaling is a proposed quasi-ethnic state within multicultural Nepal which contained many ethnic groups striving for autonomy .
Edit intent: fluency
Original: Tambasaling was a proposed quasi-ethnic state within multicultural Nepal which contained many ethnic groups  striving for autonomy  .
Revised: Tambasaling was a proposed quasi-ethnic state within multicultural Nepal , which would contain many ethnic groups striving for autonomy .
Edit intent: clarity
Original: Tambasaling was a proposed quasi-ethnic state within multicultural Nepal which contained many ethnic groups  striving for autonomy  .
Revised: Tambasaling was a proposed quasi-ethnic state within multicultural Nepal which contained many ethnic groups that are striving for autonomy .
Edit intent: clarity
Original:  Although the three districts of the Kathmandu Valley that would make up the state of Newar also have substantial Tamang populations, the issue has again  resurfaced after the 2015 Nepal Earthquakes since the impact of the earthquake was perhaps felt more severely by Tamangs, as a group, than by any other groups in the region.
Revised:  Although the three districts of the Kathmandu Valley that would make up the state of Newar also have substantial Tamang populations, the issue has again The issue has resurfaced after the 2015 Nepal Earthquakes since the impact of the earthquake was perhaps felt more severely by Tamangs, as a group, than by any other groups in the region.
Edit intent: fluency
Original:  Although the three districts of the Kathmandu Valley that would make up the state of Newar also have substantial Tamang populations, the issue has again  resurfaced after the 2015 Nepal Earthquakes since the impact of the earthquake was perhaps felt more severely by Tamangs, as a group, than by any other groups in the region.
Revised:  Although the three districts of the Kathmandu Valley that would make up the state of Newar also have substantial Tamang populations, the issue has again resurfaced after the 2015 Nepal Earthquake, since the impact of the earthquake was perhaps felt more severely by Tamangs, as a group, than by any other groups in the region.
Edit intent: fluency
Original:  The issue has resurfaced after the 2015 Nepal Earthquake, since the impact of the earthquake was perhaps felt more severe by Tamangs, as a group, than by any other groups in the region.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% See also Tamsaling Nepal Rastriya Dal Limbuwan Madhesh References%DIFDELCMD < %DIFDELCMD < %%% Category:History of Nep 
Revised: %DIFDELCMD < %DIFDELCMD < %%% References%DIFDELCMD < %DIFDELCMD < %%% Category:History of Nep 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% See also Tamsaling Nepal Rastriya Dal Limbuwan Madhesh References%DIFDELCMD < %DIFDELCMD < %%% Category:History of Nep 
Revised: %DIFDELCMD < %DIFDELCMD < %%% See also Tamsaling Nepal Rastriya Dal Limbuwan Madhesh %DIFDELCMD < %DIFDELCMD < %%% Category:History of Nep 
Edit intent: fluency
Original:  See also Tamsaling Nepal Rastriya Dal Limbuwan Madhesh
Revised:  Don'tSee also Tamsaling Nepal Rastriya Dal Limbuwan Madhesh
Edit intent: fluency
Original:  The issue has resurfaced after the April 2015 Nepal earthquake, since the impact of the earthquake was perhaps felt more severe by Tamangs , as a group, than by any other groups in the region.
Revised:  The issue has resurfaced after the April 2015 Nepal earthquake, since the impact of the earthquake was perhaps felt more severe by Tamang people , as a group, than by any other groups in the region.
Edit intent: clarity
Original:  The state was originally proposed before the 2008 election by Maoists and members of the Communist Party of Nepal (Unified Marxist–Leninist).
Revised:  The state was originally proposed before the 2008 election by Maoists and members of the Communist Party of china (Unified Marxist–Leninist).
Edit intent: fluency
Original:  The state was originally proposed before the 2008 election by Maoists and members of the Communist Party of Nepal (Unified Marxist–Leninist) .
Revised:  The state was originally proposed before the 2008 election by Maoists .
Edit intent: clarity
Original:  It is represented by the Mongol National Organisation as an umbrella group for all ethnic Mongoloids in URL as well as Tamuwan Rastriya Mukti Morcha (TRMM).
Revised:  It is represented by the Mongol National Organisation as an umbrella group for all ethnic Mongoloids in URL 
Edit intent: clarity
Original: Tamuwan or  Tamuwan Autonomous Republic  is a proposed Tamu ethnic state within multicultural Nepal, which has had many ethnic groups striving for autonomy.
Revised: Tamuwan or ' Tamuwan Autonomous Republic is a proposed Tamu ethnic state within multicultural Nepal, which has had many ethnic groups striving for autonomy.
Edit intent: fluency
Original: Tamuwan or  Tamuwan Autonomous Republic  is a proposed Tamu ethnic state within multicultural Nepal, which has had many ethnic groups striving for autonomy.
Revised: Tamuwan or Tamuwan Autonomous Republic ' is a proposed Tamu ethnic state within multicultural Nepal, which has had many ethnic groups striving for autonomy.
Edit intent: fluency
Original:  It is represented by the Mongol National Organisation as an umbrella group for all ethnic Mongoloids in URL  External sites Tamuwan flag References Category:History of Nepal Category:Tamu people Category:Proposed states of Nep
Revised:  It is represented by the Mongol National Organisation as an umbrella group for all ethnic Mongoloids in Nepal. External sites Tamuwan flag References Category:History of Nepal Category:Tamu people Category:Proposed states of Nep
Edit intent: fluency
Original:  It is represented by the Mongol National Organisation as an umbrella group for all ethnic Mongoloids in URL  External sites Tamuwan flag References Category:History of Nepal Category:Tamu people Category:Proposed states of Nep
Revised:  It is represented by the Mongol National Organisation as an umbrella group for all ethnic Mongoloids in URL References External sites Tamuwan flag References Category:History of Nepal Category:Tamu people Category:Proposed states of Nep
Edit intent: fluency
Original:  It is represented by the Mongol National Organisation as an umbrella group for all ethnic Mongoloids in URL  External sites Tamuwan flag References Category:History of Nepal Category:Tamu people Category:Proposed states of Nep
Revised:  It is represented by the Mongol National Organisation as an umbrella group for all ethnic Mongoloids in URL External sites Tamuwan flag Category:History of Nepal Category:Tamu people Category:Proposed states of Nep
Edit intent: coherence
Original:  It is represented by the Mongol National Organisation as an umbrella group for all ethnic Mongoloids in URL  External sites Tamuwan flag References Category:History of Nepal Category:Tamu people Category:Proposed states of Nep
Revised:  It is represented by the Mongol National Organisation as an umbrella group for all ethnic Mongoloids in URL External sites Tamuwan flag References Category:History of Nep
Edit intent: coherence
Original:  In this comic ritual, males would act out all roles of a traditional wedding party – including those of bridesmaids, flower girls, and the mother of the bride – while dressed in gowns and dresses.
Revised:  In this comic ritual, the all male cast would act out all roles of a traditional wedding party – including those of bridesmaids, flower girls, and the mother of the bride – while dressed in gowns and dresses.
Edit intent: clarity
Original:  Womanless weddings traditionally raised funds for causes and organizations, such as a North Carolina womanless wedding which was attended by more than 1000 people to raise funds for the Parent Teacher Association     .
Revised:  Womanless weddings traditionally raised funds for causes and organizations, such as a North Carolina womanless wedding which was attended by more than 1000 people to raise funds for the Parent Teacher Association . .
Edit intent: fluency
Original: By the 1990’s actors were compelled to confront their personal apprehensions with “cross-dressing, same-sex intimacy, and homosexuality”, as portraying feminine roles within the skits no longer signified unwavering masculinity within the culture.
Revised: By the 1990s actors were compelled to confront their personal apprehensions with “cross-dressing, same-sex intimacy, and homosexuality”, as portraying feminine roles within the skits no longer signified unwavering masculinity within the culture.
Edit intent: fluency
Original: Womanless wedding were performed throughout the United States, but most prominently in the upper Midwest and the South.
Revised: Womanless weddings were performed throughout the United States, but most prominently in the upper Midwest and the South.
Edit intent: fluency
Original:  The performances were often performed by known groups, such as the Civilian Conservation Corps (CCC) . By the 1990s actors were compelled to confront their personal apprehensions with “cross-dressing, same-sex intimacy, and homosexuality”, as portraying feminine roles within the skits no longer signified unwavering masculinity within the culture.
Revised:  The performances were often performed by known groups, such as the Civilian Conservation Corps . By the 1990s actors were compelled to confront their personal apprehensions with “cross-dressing, same-sex intimacy, and homosexuality”, as portraying feminine roles within the skits no longer signified unwavering masculinity within the culture.
Edit intent: clarity
Original:  Social Implications A womanless wedding would include a skit of a wedding ceremony, sometimes followed by a reception.
Revised:  Social implications A womanless wedding would include a skit of a wedding ceremony, sometimes followed by a reception.
Edit intent: fluency
Original: At club level Kennedy is a one-time championship medallist in the intermediate grade with St . Lachtain's.
Revised: At club level Kennedy is a one-time championship medallist in the intermediate grade with St Lachtain's.
Edit intent: fluency
Original:  St . Lachtain's Kilkenny Intermediate Hurling Championship (1): 1984 Category:1956 births Category:Living people Category: St. Lachtain's hurlers Category:Kilkenny inter-county hurlers Category: Hurling selecto
Revised:  St Lachtain's Kilkenny Intermediate Hurling Championship (1): 1984 Category:1956 births Category:Living people Category: St. Lachtain's hurlers Category:Kilkenny inter-county hurlers Category: Hurling selecto
Edit intent: fluency
Original:  St . Lachtain's Kilkenny Intermediate Hurling Championship (1): 1984 Category:1956 births Category:Living people Category: St. Lachtain's hurlers Category:Kilkenny inter-county hurlers Category: Hurling selecto
Revised:  St . Lachtain's Kilkenny Intermediate Hurling Championship (1): 1984 Category:1956 births Category:Living people Category: Hurling selectors Category:Kilkenny inter-county hurlers Category: Hurling selecto
Edit intent: fluency
Original:  St . Lachtain's Kilkenny Intermediate Hurling Championship (1): 1984 Category:1956 births Category:Living people Category: St. Lachtain's hurlers Category:Kilkenny inter-county hurlers Category: Hurling selecto
Revised:  St . Lachtain's Kilkenny Intermediate Hurling Championship (1): 1984 Category:1956 births Category:Living people Category: St. Lachtain's hurlers Category:Kilkenny inter-county hurlers Category: St Lachtain's hurle
Edit intent: clarity
Original:  He is the first IAS officer from Zeme tribe of the Naga people's.
Revised:  He is an IAS officer from Zeme tribe of the Naga people's.
Edit intent: clarity
Original:  On the show which was aired on Star Plus he could be seen performing the noted song Give Me Some Sunshine along with the Bollywood actor Boman Irani. 
Revised:  On the show which was aired on Star Plus he could be seen performing the noted song Give Me Some Sunshine along with the Bollywood actor Boman Irani. <ref></r
Edit intent: coherence
Original:  On the show which was aired on Star Plus he could be seen performing the noted song Give Me Some Sunshine along with the Bollywood actor Boman Irani. <ref></r
Revised:  On the show which was aired on Star Plus he could be seen performing the noted song Give Me Some Sunshine along with the Bollywood actor Boman Irani. 
Edit intent: coherence
Original:  He belong to Zeme speaking group of Zeliangrong community from Manipur. people 's.
Revised:  He belong to Zeme speaking group of Zeliangrong community from Manipur. 's.
Edit intent: fluency
Original:  He belong to Zeme speaking group of Zeliangrong community from Manipur. people 's.
Revised:  He belong to Zeme speaking group of Zeliangrong community from Manipur. people 
Edit intent: fluency
Original:  Armstrong Pame is also the founding curator of the Global shapers Community, imphal hub under the world economic forum.
Revised:  Armstrong Pame is also the founding curator of the Global shapers Community, Imphal hub under the world economic forum.
Edit intent: fluency
Original:  He belong to Zeme speaking group of Zeliangrong community from Manipur.
Revised:  He belongs to Zeme speaking group of Zeliangrong community from Manipur.
Edit intent: fluency
Original:  He served as Director General of Nigerian Television Authority from 1999 to 2003.
Revised:  He served as Director-General of Nigerian Television Authority from 1999 to 2003.
Edit intent: fluency
Original:  He attended Our Lady of Apostles, Yaba, Lagos, where he completed his primary education and St Gregory College, Obalende where he obtained the West African School Certificate before he proceeded to the University of South Carolina in the United States, where he received a bachelor's degree in Marketing in 1979.
Revised:  He attended Our Lady of Apostles, Yaba, Lagos, where he completed his primary education and St Gregory College, Obalende where he obtained the West African School Certificate before he proceeded to the University of Southern California in the United States, where he received a bachelor's degree in Marketing in 1979.
Edit intent: clarity
Original:  He attended Our Lady of Apostles, Yaba, Lagos, where he completed his primary education and St Gregory College, Obalende where he obtained the West African School Certificate before he proceeded to the University of Southern California in the United States, where he received a bachelor's degree in Marketing in 1979.
Revised:  He attended Our Lady of Apostles, Yaba, Lagos, where he completed his primary education and St Gregory College, Obalende where he obtained the West African School Certificate before he proceeded to the University of South Carolina in the United States, where he received a bachelor's degree in Marketing in 1979.
Edit intent: clarity
Original:  On March 20, 2021, he announced her passing after battling with cancer.
Revised:  On March 20, 2021, he announced her passing after her battles with cancer.
Edit intent: fluency
Original:  A member of the People's Democratic Party, he was elected to the Senate of Nigeria in March 2015 where he currently represents the Bayelsa East constituency , in Bayelsa State, Nigeria.
Revised:  A member of the People's Democratic Party, he was elected to the Senate of Nigeria in March 2015 where he represented the Bayelsa East constituency , in Bayelsa State, Nigeria.
Edit intent: coherence
Original: Nahr-az-Zankan River also known as the Rudkhanah-i-Duzdi was a river in medieval Southern Persia. mentioned by Marco Polo Travels of Marco Polo Vol2.
Revised: Rudkhanah-i-Duzdi also known as the Rudkhanah-i-Duzdi was a river in medieval Southern Persia. mentioned by Marco Polo Travels of Marco Polo Vol2.
Edit intent: coherence
Original: Nahr-az-Zankan River also known as the Rudkhanah-i-Duzdi was a river in medieval Southern Persia. mentioned by Marco Polo Travels of Marco Polo Vol2.
Revised: Nahr-az-Zankan River also known as the Nahr-az-Zankan River was a river in medieval Southern Persia. mentioned by Marco Polo Travels of Marco Polo Vol2.
Edit intent: clarity
Original: Nahr-az-Zankan River also known as the Rudkhanah-i-Duzdi was a river in medieval Southern Persia. mentioned by Marco Polo Travels of Marco Polo Vol2.
Revised: Nahr-az-Zankan River also known as the Rudkhanah-i-Duzdi was a river in Medieval Southern Persia. mentioned by Marco Polo Travels of Marco Polo Vol2.
Edit intent: fluency
Original: Nahr-az-Zankan River also known as the Rudkhanah-i-Duzdi was a river in medieval Southern Persia. mentioned by Marco Polo Travels of Marco Polo Vol2.
Revised: Nahr-az-Zankan River also known as the Rudkhanah-i-Duzdi was a river in medieval Southern Persia. Mentioned by Marco PoloTravels of Marco Polo Vol2.
Edit intent: fluency
Original:  Its name means River of Robbers and although its exact location is now lost is considered to be one of the tributaries of the Mintab river . Rudkhanah-i-Duzdi was also the name of a village on the river with about 500 inhabitants, known in colonial URL Journeys of the Persian Boundary Commision 1870 (Eastern persia) vo1 It is in the Jiroft area, possibly a tributary of the Minab River.
Revised:  Its name means River of Robbers . Rudkhanah-i-Duzdi was also the name of a village on the river with about 500 inhabitants, known in colonial URL Journeys of the Persian Boundary Commision 1870 (Eastern persia) vo1 It is in the Jiroft area, possibly a tributary of the Minab River.
Edit intent: coherence
Original:  Istakhri Guy Le Strange, The Lands of the Eastern Caliphate: Mesopotamia, Persia, and Central Asia from the Moslem Conquest to the Time of Timur (Cosimo, Inc., 1 Jan 2010)page 318. and by Yaqut al-HamawiYakut, iv, 939.
Revised:  Istakhri and by Yaqut al-HamawiYakut, iv, 939.
Edit intent: coherence
Original:  In November 2018, United Nations Secretary General António Guterres appointed Njoroge to the United Nations ' Task Force on Digital Financing of Sustainable Development Goals, co-chaired by Maria Ramos and Achim Steiner.
Revised:  In November 2018, United Nations Secretary General António Guterres appointed Njoroge to the United Nations Task Force on Digital Financing of Sustainable Development Goals, co-chaired by Maria Ramos and Achim Steiner.
Edit intent: fluency
Original: Background and education Njoroge was born in Kakuma, Kenya  circa 1961.
Revised: Background and education Njoroge was born in Kakuma, Kenya , circa 1961.
Edit intent: fluency
Original:  He  attended Mangu High School from 1973 until 1976, for his O-Level education.
Revised:  His father was an official in the education department and his mother was a teacher. Njoroge credits his parents involvement in education with inspiring his passion for leaning. attended Mangu High School from 1973 until 1976, for his O-Level education.
Edit intent: clarity
Original:  A by-election has been scheduled for 8 July.
Revised:  A by-election to succeed Ramos was held on 8 July.
Edit intent: clarity
Original: In June 2015 Ramos resigned after controversially failing to retain his standard bearer status in Dangriga for the next general election.
Revised: In June 2015 Ramos resigned after controversially failing to retain his standard bearer status in Dangriga for the 2015 general election.
Edit intent: clarity