wanyu/IteraTeR_v2 huggingface dataset:
Original:  Each discipline provides a more general framework for the area it precedes (mathematics → astronomy → physics → chemistry → physiology and medicine → social sciences) .
Revised:  Each discipline provides a more general framework for the area it precedes (mathematics → astronomy → physics → chemistry → biology → social sciences) .
Edit intent: clarity
Original:  He taught history and political science for 24 years. URL
Revised:  He taught history and political science for 24 years. 
Edit intent: coherence
Original:  In addition to serving on the advisory boards of the Arab American Institute and Upstate Venture Connect, he is Director of the Keenan Center for Entrepreneurship at Le Moyne College.
Revised:  addition to serving on the advisory boards of the Arab American Institute and Upstate Venture Connect, he is Director of the Keenan Center for Entrepreneurship at Le Moyne College.
Edit intent: fluency
Original:  The author of three books, his latest was published in 2016 and is entitled We Are Many, We Are One: Neo-Tribes and Tribal Analytics in 21st Century America   .
Revised:  The author of three books, his latest was published in 2016 and is entitled We Are Many, We Are One: Neo-Tribes and Tribal Analytics in 21st Century America . .
Edit intent: fluency
Original: In 1981, Zogby ran unsuccessfully for Mayor of Utica, New York.
Edit intent: coherence
Original: Zogby received a Bachelor's degree in history from Le Moyne College in 1970 and a Master's degree in history from Syracuse University in 1974, continued and completed Doctoral work (All but Dissertation ) in 1978.
Revised: Zogby received a Bachelor's degree in history from Le Moyne College in 1970 and a Master's degree in history from Syracuse University in 1974, continued and completed doctoral work (all but dissertation ) in 1978.
Edit intent: fluency
Original:   In 1995, Kim was appointed managing director and chief executive officer of Zhezkazgantsvetmet JSC, Kazakhmys ’ core subsidiary at the time;
Revised:  Career In 1995, Kim was appointed managing director and chief executive officer of Zhezkazgantsvetmet JSC, Kazakhmys ’ core subsidiary at the time;
Edit intent: fluency
Original:   In 1995, Kim was appointed managing director and chief executive officer of Zhezkazgantsvetmet JSC, Kazakhmys ’ core subsidiary at the time;
Revised:  In 1995, Kim was appointed managing director and chief executive officer of Zhezkazgantsvetmet JSC, Kazakhmys ' core subsidiary at the time;
Edit intent: fluency
Original:  he was elected chairman of the board of directors of Zhezkazgantsvetmet in 2000, and Chairman of Kazakhmys PLC upon its listing on the London Stock Exchange in October 2005.
Revised:  he was elected chairman of the board of directors of Zhezkazgantsvetmet in 2000, and Chairman of Kazakhmys upon its listing on the London Stock Exchange in October 2005.
Edit intent: clarity
Original:  Vladimir Kim stepped down as Chairman of Kazakhmys PLC in May 2013 to become a non-executive director.
Revised:  Kim stepped down as Chairman of Kazakhmys PLC in May 2013 to become a non-executive director.
Edit intent: coherence
Original:  Vladimir Kim stepped down as Chairman of Kazakhmys PLC in May 2013 to become a non-executive director.
Revised:  Vladimir Kim stepped down as chairman of Kazakhmys in May 2013 to become a non-executive director.
Edit intent: clarity
Original:  Following the completion of the Group restructuring in 2014, Mr Kim remained a Non-executive Director and a major shareholder in KAZ Minerals PLC.
Revised:  Following the completion of the Group restructuring in 2014, Kim remained a Non-executive Director and a major shareholder in KAZ Minerals PLC.
Edit intent: clarity
Original:  Following the completion of the Group restructuring in 2014, Mr Kim remained a Non-executive Director and a major shareholder in KAZ Minerals PLC.
Revised:  Following the completion of the Group restructuring in 2014, Mr Kim remained a non-executive director and a major shareholder in KAZ Minerals PLC.
Edit intent: fluency
Original:   He is married, and has three children.
Revised:  Personal life He is married, and has three children.
Edit intent: clarity
Original:  He is of Korean ethnicity : his family, among other Koreans and among many other ethnic minorities within the USSR, had been forcibly relocated to Kazakhstan , during the Stalinist era.
Revised:  He is of Korean ethnicity . His family, among other Koreans and among many other ethnic minorities within the USSR, had been forcibly relocated to Kazakhstan , during the Stalinist era.
Edit intent: fluency
Original:  He is of Korean ethnicity : his family, among other Koreans and among many other ethnic minorities within the USSR, had been forcibly relocated to Kazakhstan , during the Stalinist era.
Revised:  He is of Korean ethnicity : his family, among other Koreans and among many other ethnic minorities within the USSR, had been forcibly relocated to Kazakhstan during the Stalinist era.
Edit intent: fluency
Original:  His family, among other Koreans and among many other ethnic minorities within the USSR, had been forcibly relocated to Kazakhstan during the Stalinist era.
Revised:  His family, among other Koreans and many other ethnic minorities within the USSR, had been forcibly relocated to Kazakhstan during the Stalinist era.
Edit intent: fluency
Original: Some of these tracks were somewhat more formal, with names and a regular following (though seldom more than 1000 would show for a race).
Revised: Some of these tracks are somewhat more formal, with names and a regular following (though seldom more than 1000 would show for a race).
Edit intent: fluency
Original: Carroll H. Shilling and bush track career at the United States National Museum of Racing and Hall of FameFebruary 18, 1993 Ocala Star-Banner article on "Bayou Country" jockeys
Revised: Carroll H. Shilling and bush track career at the United States National Museum of Racing and Hall of Fame February 18, 1993 Ocala Star-Banner article on "Bayou Country" jockeys
Edit intent: fluency
Original:  Thus, according to Harris, Lyon and McLaughlin: “…
Revised:  According to Harris, Lyon and McLaughlin: “…
Edit intent: fluency
Original: '". Presumably they chose the term 'foodways ' by analogy with the term 'folkways.
Revised: '". Presumably they chose the term foodways by analogy with the term 'folkways.
Edit intent: fluency
Original:  The term 'foodways ' was little used until late 1960s and early 1970s and the surge in folklife research, including the establishment of the Smithsonian Folklife Festival in 1967.
Revised:  The term foodways was little used until late 1960s and early 1970s and the surge in folklife research, including the establishment of the Smithsonian Folklife Festival in 1967.
Edit intent: fluency
Original: The term ′foodways′ appears to have been coined in 1942 by three University of Chicago graduate students, John W. Bennett, Harvey L. Smith and Herbert Passim . . In the 1920s and 1930s, agricultural scientists and rural sociologists, usually under the auspices of the United States Department of Agriculture, had undertaken various studies of food habits of the rural poor, with the aim of improving them.
Revised: The term ′foodways′ appears to have been coined in 1942 by three University of Chicago graduate students, John W. Bennett, Harvey L. Smith and Herbert Passin . . In the 1920s and 1930s, agricultural scientists and rural sociologists, usually under the auspices of the United States Department of Agriculture, had undertaken various studies of food habits of the rural poor, with the aim of improving them.
Edit intent: fluency
Original:   Furthermore, the ways in which food shapes and is shaped by social organization are essential to examination of foodways.
Revised:  This is especially evident in political messaging that uses terms like "latte liberal" or "Joe Six Pack" to convey notions of class and community. Such framing is based on perceived consumption patterns and preferences of politicians and their constituents. This food/power dynamic is even present within the former Trump administration's position toward fast food, particularly when Trump offered hamburgers to guests in an implicit appeal to what the White House considered "quintessentially American" cuisine. Furthermore, the ways in which food shapes and is shaped by social organization are essential to examination of foodways.
Edit intent: coherence
Original: Crossbridge cycling Crossbridge cycling Crossbridge cycling is a sequence of molecular events that underlies the sliding filament theory.
Revised: Cross-bridge cycle Cross-bridge cycle Cross-bridge cycling is a sequence of molecular events that underlies the sliding filament theory.
Edit intent: fluency
Original:  A crossbridge is a myosin projection, consisting of two myosin heads, that extends from the thick filaments.
Revised:  A cross-bridge is a myosin projection, consisting of two myosin heads, that extends from the thick filaments.
Edit intent: fluency
Original:  Crossbridge cycling is able to continue as long as there are sufficient amounts of ATP and in the cytoplasm.
Revised:  Cross-bridge cycling is able to continue as long as there are sufficient amounts of ATP and in the cytoplasm.
Edit intent: fluency
Original:  After this, cardiac muscle tends to exhibit diad (or dyad) structures, rather than triads.
Revised:  After this, cardiac muscle tends to exhibit diad structures, rather than triads.
Edit intent: clarity
Original:  Smooth muscles can be divided into two subgroups: single-unit (unitary) and multi-unit . Single-unit smooth muscle cells can be found in the gut and blood vessels.
Revised:  Smooth muscles can be divided into two subgroups: single-unit and multiunit . Single-unit smooth muscle cells can be found in the gut and blood vessels.
Edit intent: clarity
Original:  Unlike single-unit smooth muscle cells, multi-unit smooth muscle cells are found in the muscle of the eye and in the base of hair follicles.
Revised:  Unlike single-unit smooth muscle cells, multiunit smooth muscle cells are found in the muscle of the eye and in the base of hair follicles.
Edit intent: fluency
Original:  Multi-unit smooth muscle cells contract by being separately stimulated by nerves of the autonomic nervous system.
Revised:  Multiunit smooth muscle cells contract by being separately stimulated by nerves of the autonomic nervous system.
Edit intent: fluency
Original:  In skeletal muscle, excitation–contraction coupling relies on a direct coupling between key proteins, the sarcoplasmic reticulum (SR) calcium release channel (identified as the ryanodine receptor 1, ( RYR1) and voltage-gated L-type calcium channels (identified as dihydropyridine receptors, DHPRs).
Revised:  In skeletal muscle, excitation–contraction coupling relies on a direct coupling between key proteins, the sarcoplasmic reticulum (SR) calcium release channel (identified as the ryanodine receptor 1, RYR1) and voltage-gated L-type calcium channels (identified as dihydropyridine receptors, DHPRs).
Edit intent: fluency
Original:  Before 1989, he taught Marxism at Polytechnic University of Timişoara . After taking part in the Revolution, he became member of the Timişoara Society and a journalist for Timişoara newspaper.
Revised:  Before 1989, he taught Marxism at Polytechnic University of Timișoara . After taking part in the Revolution, he became member of the Timişoara Society and a journalist for Timişoara newspaper.
Edit intent: fluency
Original:  In 2016 it was the 240th most prescribed medication in the United States  with more than two million prescriptions.
Revised:  In 2017, it was the 240th most prescribed medication in the United States with more than two million prescriptions.
Edit intent: coherence
Original:  In 2016 it was the 240th most prescribed medication in the United States  with more than two million prescriptions.
Revised:  In 2016 it was the 240th most prescribed medication in the United States , with more than two million prescriptions.
Edit intent: fluency
Original:  Drugs Therapy Properties 2003 Oct;
Revised:  Therapy Properties 2003 Oct;
Edit intent: fluency
Original:  The drug should not be used in children under two  , people with kidney disease, or people who are allergic to aspirin.
Revised:  The drug should not be used in children under two years of age , people with kidney disease, or people who are allergic to aspirin.
Edit intent: clarity
Original: Veerashaivism is a subtradition within Shaivism .
Revised: Veerashaivism is a sub-tradition within the Shaivism fold of Hinduism .
Edit intent: clarity
Original:   Philosophy References Category: Shaivi
Revised:  References Category: Shaivi
Edit intent: coherence
Original: Veerashaivism is a sub-tradition within the Shaivism fold of Hinduism.
Revised: Veerashaivism is a sub-sect within the Shaivism fold of Hinduism.
Edit intent: clarity
Original:  According to tradition, it was transmitted by Panchacharyas, ( from ), or five acharyas: Renukacharya, Darukacharya, Ekorama, Panditharadhya , and Vishwaradhya, and first taught by Renukacharya to Agastya, a Vedic seer.
Revised:  According to tradition, it was transmitted by Panchacharyas, ( from ), or five acharyas: Renukacharya, Darukacharya, Ekorama, Panditharadhya Vishwaradhya, and first taught by Renukacharya to Agastya, a Vedic seer.
Edit intent: coherence
Original: Transmigration The cytoskeletons of the leukocytes are reorganised in such a way that the leukocytes are spread out over the endothelial cells.
Revised: Transmigration The cytoskeletons of the leukocytes are reorganized in such a way that the leukocytes are spread out over the endothelial cells.
Edit intent: fluency
Original: Leukocyte extravasation (also commonly known as Leukocyte adhesion cascade or commonly "diapedesis "-passage of cells through the intact vessel wall) is the movement of leukocytes out of the circulatory system and towards the site of tissue damage or infection.
Revised: Leukocyte extravasation (also commonly known as leukocyte adhesion cascade or commonly "diapedesis "-passage of cells through the intact vessel wall) is the movement of leukocytes out of the circulatory system and towards the site of tissue damage or infection.
Edit intent: fluency
Original: Leukocyte extravasation (also commonly known as Leukocyte adhesion cascade or commonly "diapedesis "-passage of cells through the intact vessel wall) is the movement of leukocytes out of the circulatory system and towards the site of tissue damage or infection.
Revised: Leukocyte extravasation (also commonly known as Leukocyte adhesion cascade or diapedesis – the passage of cells through the intact vessel wall) is the movement of leukocytes out of the circulatory system and towards the site of tissue damage or infection.
Edit intent: fluency
Original:  Selectins (E-selection, L-selection , and P-selectin) were found to be involved in this phenomenon.
Revised:  Selectins (E-selection, L-selectin , and P-selectin) were found to be involved in this phenomenon.
Edit intent: fluency
Original: Ballerina Neckline is a wide, oval-shaped neckline that is scooped out in the front and the back, displaying the collar bone.
Revised: In fashion, a ballerina neckline is a wide, oval-shaped neckline that is scooped out in the front and the back, displaying the collar bone.
Edit intent: clarity
Original:  The term is used because the neckline is similar to that of a female dancer's leotar  
Revised:  The term is used because the neckline is similar to that of a female dancer's leotard. 
Edit intent: fluency
Original: In fashion, a ballerina neckline is a wide, low oval-shaped neckline that is scooped out in the front and the back, and usually occurs with strapless or spaghetti strapped dresses,What is "Ballerina Neckline" - Definition & Explanation A petite fashion glossary displaying the collarbone.
Revised: In fashion, a ballerina neckline is a wide, low oval-shaped neckline that is scooped out in the front and the back, and usually occurs with strapless or spaghetti strapped dresses,What is "Ballerina Neckline" - Definition & ExplanationA petite fashion glossary displaying the collarbone.
Edit intent: fluency
Original: In fashion, a ballerina neckline is a wide, low oval-shaped neckline that is scooped out in the front and  the back, and usually occurs with strapless or spaghetti strapped dresses, What is "Ballerina Neckline" - Definition ExplanationA petite fashion glossary displaying the collarbone.
Revised: In fashion, a ballerina neckline is a wide, low oval-shaped neckline that is scooped out in the front and the ExplanationA petite fashion glossary displaying the collarbone.
Edit intent: coherence
Original: In fashion, a ballerina neckline is a wide, low oval-shaped neckline that is scooped out in the front and  the back, and usually occurs with strapless or spaghetti strapped dresses, What is "Ballerina Neckline" - Definition ExplanationA petite fashion glossary displaying the collarbone.
Revised: In fashion, a ballerina neckline is a wide, low oval-shaped neckline that is scooped out in the front and the back, and usually occurs with strapless or spaghetti strapped dresses, What is "Ballerina Neckline" - Definition collarbone.
Edit intent: coherence
Original:  The term is used because the neckline is similar to that of a female dancer's leotard   .
Revised:  Both styles may be accompanied by a very low scooped back opening. .
Edit intent: coherence
Original: MKE Ankaragücü footballers Category:Hertha BSC II players Category:2002 FIFA World Cup players Category:Vissel Kobe players Category:Expatriate footballers in Japan Category:German expatriate sportspeople in Japan Category:German expatriate footballers Category:German footballers Category:J1 League players Category:Süper Lig players Category:Association football forwards Category:Turkish footballers Category:Turkish male figure skaters Category:Türkgücü München playe
Revised: MKE Ankaragücü footballers Category:Hertha BSC II players Category:2002 FIFA World Cup players Category:Vissel Kobe players Category:Expatriate footballers in Japan Category:German expatriate sportspeople in Japan Category:German expatriate footballers Category:German footballers Category:J1 League players Category:Süper Lig players Category:Association football forwards Category:Turkish footballers Category:Turkish male single skaters Category:Türkgücü München playe
Edit intent: fluency
Original: MKE Ankaragücü footballers Category:Hertha BSC II players Category:2002 FIFA World Cup players Category:Vissel Kobe players Category:Expatriate footballers in Japan Category:German expatriate sportspeople in Japan Category:German expatriate footballers Category:German footballers Category:J1 League players Category:Süper Lig players Category:Association football forwards Category:Turkish footballers Category:Turkish male single skaters Category:Türkgücü München playe
Revised: MKE Ankaragücü footballers Category:Hertha BSC II players Category:2002 FIFA World Cup players Category:Vissel Kobe players Category:Expatriate footballers in Japan Category:German expatriate sportspeople in Japan Category:German expatriate footballers Category:German footballers Category:J1 League players Category:Süper Lig players Category:Association football forwards Category:Turkish footballers Category:Turkish male pair skaters Category:Türkgücü München playe
Edit intent: fluency
Original: Career statistics Club Club performance League Cup League Cup Continental Total Season Club League Apps Goals Apps Goals Apps Goals Apps Goals Apps Goals Turkey League Türkiye Kupası League Cup Europe Total1995 –
Revised: Career statistics Club + Appearances and goals by club, season and competitionClubSeasonLeagueNational CupLeague CupContinentalTotalDivisionAppsGoalsAppsGoalsAppsGoalsAppsGoalsAppsGoalsGençlerbirliği1995 –
Edit intent: clarity
Original:  98Kuşadası GençliksporTurkish Second Football League37191998 – 99SamsunsporSuper League2741999-0031102000 – 0131122001 – 02BeşiktaşSuper League30212002 –032372003– 04138 Japan League Emperor's Cup League Cup Asia Total2004Vissel KobeJ1 League30-00-30 Germany League DFB-Pokal Other Europe Total2004 – 05Hertha BSCBundesliga00 Turkey League Türkiye Kupası League Cup Europe Total2005 – 06AnkaragücüSuper League94 Total Turkey16666 Japan30-00-30 Germany00 Career total20685
Revised:  98Turkish Second Football League3719Samsunspor1998 – 99SamsunsporSuper League2741999-0031102000 – 0131122001 – 02BeşiktaşSuper League30212002 –032372003– 04138 Japan League Emperor's Cup League Cup Asia Total2004Vissel KobeJ1 League30-00-30 Germany League DFB-Pokal Other Europe Total2004 – 05Hertha BSCBundesliga00 Turkey League Türkiye Kupası League Cup Europe Total2005 – 06AnkaragücüSuper League94 Total Turkey16666 Japan30-00-30 Germany00 Career total20685
Edit intent: clarity
Original:  98Kuşadası GençliksporTurkish Second Football League37191998 – 99SamsunsporSuper League2741999-0031102000 – 0131122001 – 02BeşiktaşSuper League30212002 –032372003– 04138 Japan League Emperor's Cup League Cup Asia Total2004Vissel KobeJ1 League30-00-30 Germany League DFB-Pokal Other Europe Total2004 – 05Hertha BSCBundesliga00 Turkey League Türkiye Kupası League Cup Europe Total2005 – 06AnkaragücüSuper League94 Total Turkey16666 Japan30-00-30 Germany00 Career total20685
Revised:  98Kuşadası GençliksporTurkish Second Football League37191998 – 99Süper Lig2741999-0031102000 – 0131122001 – 02BeşiktaşSuper League30212002 –032372003– 04138 Japan League Emperor's Cup League Cup Asia Total2004Vissel KobeJ1 League30-00-30 Germany League DFB-Pokal Other Europe Total2004 – 05Hertha BSCBundesliga00 Turkey League Türkiye Kupası League Cup Europe Total2005 – 06AnkaragücüSuper League94 Total Turkey16666 Japan30-00-30 Germany00 Career total20685
Edit intent: clarity
Original:  98Kuşadası GençliksporTurkish Second Football League37191998 – 99SamsunsporSuper League2741999-0031102000 – 0131122001 – 02BeşiktaşSuper League30212002 –032372003– 04138 Japan League Emperor's Cup League Cup Asia Total2004Vissel KobeJ1 League30-00-30 Germany League DFB-Pokal Other Europe Total2004 – 05Hertha BSCBundesliga00 Turkey League Türkiye Kupası League Cup Europe Total2005 – 06AnkaragücüSuper League94 Total Turkey16666 Japan30-00-30 Germany00 Career total20685
Revised:  98Kuşadası GençliksporTurkish Second Football League37191998 – 99SamsunsporSuper League2741999-0031102000 – 013112Total8926Beşiktaş2001 – 02BeşiktaşSuper League30212002 –032372003– 04138 Japan League Emperor's Cup League Cup Asia Total2004Vissel KobeJ1 League30-00-30 Germany League DFB-Pokal Other Europe Total2004 – 05Hertha BSCBundesliga00 Turkey League Türkiye Kupası League Cup Europe Total2005 – 06AnkaragücüSuper League94 Total Turkey16666 Japan30-00-30 Germany00 Career total20685
Edit intent: clarity
Original:  98Kuşadası GençliksporTurkish Second Football League37191998 – 99SamsunsporSuper League2741999-0031102000 – 0131122001 – 02BeşiktaşSuper League30212002 –032372003– 04138 Japan League Emperor's Cup League Cup Asia Total2004Vissel KobeJ1 League30-00-30 Germany League DFB-Pokal Other Europe Total2004 – 05Hertha BSCBundesliga00 Turkey League Türkiye Kupası League Cup Europe Total2005 – 06AnkaragücüSuper League94 Total Turkey16666 Japan30-00-30 Germany00 Career total20685
Revised:  98Kuşadası GençliksporTurkish Second Football League37191998 – 99SamsunsporSuper League2741999-0031102000 – 0131122001 – 02Süper Lig30212002 –032372003– 04138 Japan League Emperor's Cup League Cup Asia Total2004Vissel KobeJ1 League30-00-30 Germany League DFB-Pokal Other Europe Total2004 – 05Hertha BSCBundesliga00 Turkey League Türkiye Kupası League Cup Europe Total2005 – 06AnkaragücüSuper League94 Total Turkey16666 Japan30-00-30 Germany00 Career total20685
Edit intent: clarity