wanyu/IteraTeR_v2 huggingface dataset:
Original:  The Nissen fundoplication procedure was first performed by Dr. Rudolph Nissen in 1955.
Revised:  The Nissen fundoplication procedure was first performed by Rudolph Nissen in 1955.
Edit intent: clarity
Original: Yang Berhormat Dato Sri Fatimah Abdullah née Ting Sai Ming is a Malaysian politician.
Revised: Dato' Sri Fatimah Abdullah née Ting Sai Ming is a Malaysian politician.
Edit intent: clarity
Original:  She is the current  Sarawak State Legislative Assembly Member (ADUN) for N. 56 Dalat, Sarawak and serves as the  Minister of Welfare, Community Wellbeing, Women, Family and Childhood Development.
Revised:  She is the current Member of Sarawak State Legislative Assembly Member (ADUN) for N. 56 Dalat, Sarawak and serves as the Minister of Welfare, Community Wellbeing, Women, Family and Childhood Development.
Edit intent: coherence
Original:  She is the current  Sarawak State Legislative Assembly Member (ADUN) for N. 56 Dalat, Sarawak and serves as the  Minister of Welfare, Community Wellbeing, Women, Family and Childhood Development.
Revised:  She is the current Sarawak State Legislative Assembly (ADUN) for N. 56 Dalat, Sarawak and serves as the Minister of Welfare, Community Wellbeing, Women, Family and Childhood Development.
Edit intent: clarity
Original:  She is the current  Sarawak State Legislative Assembly Member (ADUN) for N. 56 Dalat, Sarawak and serves as the  Minister of Welfare, Community Wellbeing, Women, Family and Childhood Development.
Revised:  She is the current Sarawak State Legislative Assembly Member (ADUN) for Dalat, Sarawak and serves as the Minister of Welfare, Community Wellbeing, Women, Family and Childhood Development.
Edit intent: coherence
Original:  She is married to Datu Dr  Adi Badiozaman Tuah, a social activist and the Director of the Sarawak Islamic Council of Educational Services Bureau.
Revised:  She is married to Datu Dr . Adi Badiozaman Tuah, a social activist and the Director of the Sarawak Islamic Council of Educational Services Bureau.
Edit intent: fluency
Original: Datin Paduka Sri Fatimah Abdullah née Ting Sai Ming is a Malaysian politician .
Revised: Dato' Sri Fatimah Abdullah née Ting Sai Ming is a Malaysian politician .
Edit intent: clarity
Original:  Datin Paduka (2011) 50px Knight Commander of the Order of the Star of Sarawak (PNBS) -
Revised:  Datuk (2011) 50px Knight Commander of the Order of the Star of Sarawak (PNBS) -
Edit intent: clarity
Original:  Datin Paduka Sri (2017) Category:
Revised:  Dato' Sri (2017) Category:
Edit intent: clarity
Original: Sarawak state ministers Category:Malaysian people of Hockchew descent Category:Commanders of the Order of the Star of Hornbill Sarawak Category:Knights Commander of the Most Exalted Order of the Star of Sarawak Category:Parti Pesaka Bumiputera Bersatu politicians Category:Melanau people Category:Malaysian Muslims Category:Members of the Sarawak State Legislative Assembly Category:Women MLAs in Sarawak Category:21st-century women politicians Category:Women in Sarawak politi
Revised: Sarawak state ministers Category:Malaysian people of Hockchew descent Category:Commanders of the Order of the Star of Hornbill Sarawak Category:Knights Commander of the Most Exalted Order of the Star of Sarawak Category:Parti Pesaka Bumiputera Bersatu politicians Category:Melanau people Category:Malaysian Muslims Category:Members of the Sarawak State Legislative Assembly Category:Women MLAs in Sarawak Category:21st-century women politicians Category:Women in Sarawak politics Category:Malaysian people of Hui desce
Edit intent: fluency
Original: Malaysian people of Hockchew descent Category:Commanders of the Order of the Star of Hornbill Sarawak Category:Knights Commander of the Most Exalted Order of the Star of Sarawak Category:Parti Pesaka Bumiputera Bersatu politicians Category:Melanau people Category:Malaysian Muslims Category:Members of the Sarawak State Legislative Assembly Category:Women MLAs in Sarawak Category:21st-century women politicians Category:Women in Sarawak politics Category:Malaysian people of Hui desce
Revised: Malaysian people of Hockchew descent Category:Commanders of the Order of the Star of Hornbill Sarawak Category:Knights Commander of the Most Exalted Order of the Star of Sarawak Category:Parti Pesaka Bumiputera Bersatu politicians Category:Melanau people Category:Malaysian Muslims Category:Members of the Sarawak State Legislative Assembly Category:Women MLAs in Sarawak Category:21st-century women politicians Category:Women in Sarawak politi
Edit intent: fluency
Original: Sarawak state ministers Category:Malaysian people of Hockchew descent Category:Commanders of the Order of the Star of Hornbill Sarawak Category:Knights Commander of the Most Exalted Order of the Star of Sarawak Category:Parti Pesaka Bumiputera Bersatu politicians Category:Melanau people Category: Malaysian Muslims Category: Members of the Sarawak State Legislative Assembly Category:Women MLAs in Sarawak Category:21st-century women politicians Category:Women in Sarawak politi
Revised: Sarawak state ministers Category:Malaysian people of Hockchew descent Category:Commanders of the Order of the Star of Hornbill Sarawak Category:Knights Commander of the Most Exalted Order of the Star of Sarawak Category:Parti Pesaka Bumiputera Bersatu politicians Category:Melanau people Category: Members of the Sarawak State Legislative Assembly Category:Women MLAs in Sarawak Category:21st-century women politicians Category:Women in Sarawak politi
Edit intent: coherence
Original: Chaturbhuj Doshi ( 1894-1969 ) was a Hindi and Gujarati writer-director of Indian cinema.
Revised: Chaturbhuj Doshi ( 1894–1969 ) was a Hindi and Gujarati writer-director of Indian cinema.
Edit intent: fluency
Original:  Sometimes the instruments are named in a system according to what their tip size is numberedranging from 10-100.
Revised:  Sometimes the instruments are named in a system according to what their tip sizes are numbered.The sizes range from 10-100.
Edit intent: clarity
Original: It has been found that the decision to discard a rotary file after being used with regard to  file separation is dependent on operator's skills and judgment.
Revised: It has been found that the decision to discard a rotary file after being used with regard to prevention of file separation is dependent on operator's skills and judgment.
Edit intent: clarity
Original: Separation of Niti rotary files happens due to torsional failure or cyclic fatigue or the combination of both in clinical practice.
Revised: Separation of Niti rotary files happens due to torsional failure , cyclic fatigue or the combination of both in clinical practice.
Edit intent: fluency
Original:  " International Endodontic Journal 36.4 (2003): 262-266. APA
Revised:  International Endodontic Journal 36.4 (2003): 262-266. APA
Edit intent: coherence
Original:  " International Endodontic Journal 36.4 (2003): 262-266. APA
Revised:  " International Endodontic Journal , 36(4), 262-266. APA
Edit intent: coherence
Original:  " International Endodontic Journal 36.4 (2003): 262-266. APA
Revised:  " International Endodontic Journal 36.4 (2003): 262-266. 
Edit intent: coherence
Original:  " Journal of endodontics 35.11 (2009): 1469-1476 .
Revised:  Journal of endodontics 35.11 (2009): 1469-1476 .
Edit intent: coherence
Original:  " Journal of endodontics 35.11 (2009): 1469-1476 .
Revised:  " Journal of endodontics , 35(11), 1469-1476 .
Edit intent: coherence
Original:  " Journal of endodontics 35.11 (2009): 1469-1476 .
Revised:  " Journal of endodontics 35.11 (2009): 1469-1476 
Edit intent: fluency
Original: Torsional fatigue — Torsional failure happens when the tip of a file is locked but its shank is being rotated either manually or by a handpiece to the point that exceeds the elastic limit of the alloy.
Revised: Torsional failure — Torsional failure happens when the tip of a file is locked but its shank is being rotated either manually or by a handpiece to the point that exceeds the elastic limit of the alloy.
Edit intent: clarity
Original: 500px|Nickel titanium (NiTi) rotary file used in dentistry A nickel titanium (NiTi) rotary file is an engine-driven tapered and pointed endodontic instrument made of nickel titanium alloy with cutting edges used to mechanically shape and prepare the root canals during endodontic therapy or to remove the root canal obturating material while performing retreatment.
Revised: 500px|Nickel titanium rotary file used in dentistry A nickel titanium (NiTi) rotary file is an engine-driven tapered and pointed endodontic instrument made of nickel titanium alloy with cutting edges used to mechanically shape and prepare the root canals during endodontic therapy or to remove the root canal obturating material while performing retreatment.
Edit intent: fluency
Original: 500px|Nickel titanium (NiTi) rotary file used in dentistry A nickel titanium (NiTi) rotary file is an engine-driven tapered and pointed endodontic instrument made of nickel titanium alloy with cutting edges used to mechanically shape and prepare the root canals during endodontic therapy or to remove the root canal obturating material while performing retreatment.
Revised: 500px|Nickel titanium (NiTi) rotary file used in dentistry A nickel titanium rotary file is an engine-driven tapered and pointed endodontic instrument made of nickel titanium alloy with cutting edges used to mechanically shape and prepare the root canals during endodontic therapy or to remove the root canal obturating material while performing retreatment.
Edit intent: fluency
Original:  The high flexibility of Niti files makes them superior to stainless steel files for the purpose of rotary root canal preparation.
Revised:  The high flexibility makes them superior to stainless steel files for the purpose of rotary root canal preparation.
Edit intent: clarity
Original:  The use of NiTi rotary files in dentistry is a common practice.
Revised:  The use of nickel titanium rotary files in dentistry is a common practice.
Edit intent: fluency
Original:  The main components of a rotary NiTi file are tip size, taper, flutes, helix angle and measuring stop.
Revised:  The main components of a nickel titanium rotary file are tip size, taper, flutes, helix angle and measuring stop.
Edit intent: clarity
Original:  Tip size – The tips size is the diameter of the tip of a file (D1) which is presented in 100th of a millimeter.
Revised:  Tip size – The tips size is the diameter of the tip of a file , which is in 100ths of a millimeter.
Edit intent: clarity
Original:  NiTi rotary files usually have a higher taper compared to the taper of standard traditional hand files which is 0.02 mm/mm (ISO taper of endodontic files, taper 0.02 mm/mm indicates 20 microns increase in diameter for every 1 mm gain in the length of a file).
Revised:  Nickel titanium rotary files usually have a higher taper compared to the taper of standard traditional hand files which is 0.02 mm/mm (ISO taper of endodontic files, taper 0.02 mm/mm indicates 20 microns increase in diameter for every 1 mm gain in the length of a file).
Edit intent: fluency
Original:  Separation of NiTi files Separation of Niti rotary files happens due to torsional failure, cyclic fatigue  or the combination of both in clinical practice.
Revised:  Separation of nickel titanium rotary files Separation of Niti rotary files happens due to torsional failure, cyclic fatigue or the combination of both in clinical practice.
Edit intent: clarity
Original:  Separation of NiTi files Separation of Niti rotary files happens due to torsional failure, cyclic fatigue  or the combination of both in clinical practice.
Revised:  Separation of NiTi files Separation of Niti rotary files happens due to torsional failure, cyclic fatigue , or the combination of both in clinical practice.
Edit intent: fluency
Original:  Financial Times 2012, "Financial Times" In the urban environment, implementation of the National Solid Waste Legislation (PNRS) was identified as one of the priorities at this moment in time.
Revised:  Financial Times 2012, "Financial Times" In the urban environment, implementation of the National Solid Waste Legislation (PNRS) was identified as one of the priorities at that moment in time.
Edit intent: clarity
Original: Bolsa Verde do Rio de Janeiro ( BVRio – Rio de Janeiro’s Environmental Exchange)  is a not-for-profit association based in Rio de Janeiro, Brazil, created with the objective to created and promote the use of market mechanisms to facilitate compliance with Brazilian environmental laws.
Revised: Bolsa Verde do Rio de Janeiro ( Rio de Janeiro’s Environmental Exchange) is a not-for-profit association based in Rio de Janeiro, Brazil, created with the objective to created and promote the use of market mechanisms to facilitate compliance with Brazilian environmental laws.
Edit intent: clarity
Original: Bolsa Verde do Rio de Janeiro ( BVRio – Rio de Janeiro’s Environmental Exchange)  is a not-for-profit association based in Rio de Janeiro, Brazil, created with the objective to created and promote the use of market mechanisms to facilitate compliance with Brazilian environmental laws.
Revised: Bolsa Verde do Rio de Janeiro ( BVRio – Rio de Janeiro’s Environmental Exchange) or BVRio is a not-for-profit association based in Rio de Janeiro, Brazil, created with the objective to created and promote the use of market mechanisms to facilitate compliance with Brazilian environmental laws.
Edit intent: clarity
Original: At the end of its first year, BVRio launched BVtrade, a trading platform to support the market of Forest Reserve Credits for compliance with the Brazilian Forest Law.
Revised: At the end of its first year, BVRio launched a trading platform to support the market of Forest Reserve Credits for compliance with the Brazilian Forest Law.
Edit intent: clarity
Original:  Even with all the extra steps taken to ensure the same conditions of the original 97 studies, only 35 (36.1\%) of the studies replicated, and if they did replicate their effects were  smaller than the original effects.
Revised:  Even with all the extra steps taken to ensure the same conditions of the original 97 studies, only 35 (36.1\%) of the studies replicated, and if they did replicate their effects were often smaller than the original effects.
Edit intent: clarity
Original:  Lay people who learned about the low replication rate found in the Reproducibility Project subsequently reported a lower trust in psychology, compared to people who were told that a high number of the studies had replicated. .
Revised:  Lay people who learned about the low replication rate found in the Reproducibility Project subsequently reported a lower trust in psychology, compared to people who were told that a high number of the studies had replicated. 
Edit intent: fluency
Original:  Even with all the extra steps taken to ensure the same conditions of the original 97 studies, only 35 (36.1\%) of the studies replicated, and if they did replicate their effects were often smaller than the original effects .
Revised:  Even with all the extra steps taken to ensure the same conditions of the original 97 studies, only 35 (36.1\%) of the studies replicated, and if these effects were replicated, they were often smaller than the original effects .
Edit intent: clarity
Original:  Even with all the extra steps taken to ensure the same conditions of the original 97 studies, only 35 (36.1\%) of the studies replicated, and if they did replicate their effects were often smaller than the original effects .
Revised:  Even with all the extra steps taken to ensure the same conditions of the original 97 studies, only 35 (36.1\%) of the studies replicated, and if they did replicate their effects were often smaller than those in the original papers .
Edit intent: clarity
Original:  Data processing involves the processing and review of the raw data collected in the first stage, and includes data entry, data manipulation and filtering and may  done using software.
Revised:  Data processing involves the processing and review of the raw data collected in the first stage, and includes data entry, data manipulation and filtering and may be done using software.
Edit intent: fluency
Original: Reproducibility is a major principle of the scientific method .
Revised: Reproducibility is a major principle of scientific methods .
Edit intent: fluency
Original:  For the findings of a study to be reproducible means that results obtained by an experiment or an observational study or in a statistical analysis of a data set should be achieved again with a high degree of reliability when the study is replicated .
Revised:  For the findings of a study to be reproducible means that results obtained by an experiment or an observational study or in a statistical analysis of a data set should be achieved again with a high degree of reliability when the eplicated .
Edit intent: clarity
Original:  There are different kinds of replication but typically replication studies involve different researchers using  the same methodology.
Revised:  There are different kinds of replication <ref> the same methodology.
Edit intent: clarity
Original:  Only after one or several such successful replications should a result be recognized as scientific knowledge .
Revised:  Only after one or several such successful replications should a result be recognized as scientific knowledge 
Edit intent: fluency
Original:  With a narrower scope, reproducibility has been introduced in computational sciences: Any results should be documented by making all data and code available in such a way that the computations can be executed again with identical results.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% The terms replicability and repeatability are used in the context of reproducibility, see below .
Revised: %DIFDELCMD < %DIFDELCMD < %%% .
Edit intent: coherence
Original:  With a narrower scope, reproducibility has been introduced in computational sciences: Any results should be documented by making all data and code available in such a way that the computations can be executed again with identical results .
Revised:  With a narrower scope, reproducibility has been introduced in computational sciences: Any results should be documented by making all data and code available in such a way that the computations can be executed again with identical results 
Edit intent: fluency
Original:  The terms replicability and repeatability are used in the context of reproducibility, see below .
Revised:  .
Edit intent: coherence
Original:  Family Shamsuddin 's father was Anis Ahmed Ansari and mother was Umat-ur-Rehman.
Revised:  Family Khwaja Shamsuddin Azeemi 's father was Anis Ahmed Ansari and mother was Umat-ur-Rehman.
Edit intent: clarity
Original:  During this period, Auliya prepared Azeemi to enable transference of his spiritual knowledge to him.
Revised:  During this period, Qalandar Baba Auliya prepared Khwaja Shamsuddin Azeemi to enable transference of his spiritual knowledge to him.
Edit intent: clarity
Original:   Shamsuddin Azeemi acted upon the advice of his spiritual master and promoted his mission worldwide.
Revised:  Khwaja Shamsuddin Azeemi acted upon the advice of his spiritual master and promoted his mission worldwide.
Edit intent: clarity
Original: Khwaja Shamsuddin Azeemi (;
Revised:  Shamsuddin Azeemi (;
Edit intent: coherence
Original:  He is the current Chirf Patron of the Azeemia Sufi order.
Revised:  He is the current head of the Azeemia Sufi order.
Edit intent: clarity
Original:  He has written books on the subject of spirituality or Muraqaba and is the chief editor of the monthly Roohani Digest and Qalandar Shaoor in Karachi, Pakistan.
Revised:  He has written books on the subject of spirituality or Muraqaba and is the chief editor of the monthly Roohani Digest in Karachi, Pakistan.
Edit intent: clarity
Original:  Family Khwaja ShamsuddinAzeemi 's father was Anis Ahmed Ansari and mother was Umat-ur-Rehman.
Revised:  Family Shamsuddin 's father was Anis Ahmed Ansari and mother was Umat-ur-Rehman.
Edit intent: clarity
Original:  Education Khwaja Shamsuddin Azeemi lived with and served his spiritual master Qalandar Baba Auliya for sixteen years until he died in 1979.
Revised:  Education Azeemi lived with and served his spiritual master Qalandar Baba Auliya for sixteen years until he died in 1979.
Edit intent: clarity
Original:  During this period, Qalandar Baba Auliya prepared Khwaja Shamsuddin Azeemi to enable transference of his spiritual knowledge to him.
Revised:  During this period, Auliya prepared Azeemi to enable transference of his spiritual knowledge to him.
Edit intent: clarity
Original:  When this spiritual teacher was about to pass away he blew three times on Khwaja Shamsuddin Azeemi's forehead and uttered "You are to take my place and run my Silsila (Sufi Order) after me…
Revised:  When this spiritual teacher was about to pass away he blew three times on Shamsuddin Azeemi's forehead and uttered "You are to take my place and run my Silsila (Sufi Order) after me…
Edit intent: clarity
Original:  Khwaja Shamsuddin Azeemi acted upon the advice of his spiritual master and promoted his mission worldwide.
Revised:  Shamsuddin Azeemi acted upon the advice of his spiritual master and promoted his mission worldwide.
Edit intent: clarity
Original:  Shamsuddin Azeemi (;
Revised: Khawaja Shamsuddin Azeemi (;
Edit intent: clarity
Original: Hazrar Khawaja Shamsuddin Azeemi (;
Revised: Hazrat Khawaja Shamsuddin Azeemi (;
Edit intent: fluency
Original:  Hazrat Khawaja Shamsuddin Azeemi (;
Revised: = HAZRAT KHAWAJA SHAMSUDDIN AZEEMI = Hazrat Khawaja Shamsuddin Azeemi (;
Edit intent: coherence
Original: alt=Graph of prevalence of hearing loss over time for workers in various sectors| 450x450px|Graph of prevalence of hearing loss over time for workers in various sectors  Occupational hearing loss (OHL) is hearing loss that occurs as a result of occupational hazards, such as excessive noise and ototoxic chemicals.
Revised:  450x450px|Graph of prevalence of hearing loss over time for workers in various sectors Occupational hearing loss (OHL) is hearing loss that occurs as a result of occupational hazards, such as excessive noise and ototoxic chemicals.
Edit intent: coherence
Original:  Noise is a common workplace hazard, and recognized as the risk factor for noise-induced hearing loss and tinnitus , but it is not the only risk factor that can result in a work-related hearing loss.
Revised:  Noise is a common workplace hazard, and recognized as the risk factor for noise-induced hearing loss and tinnitus but it is not the only risk factor that can result in a work-related hearing loss.
Edit intent: fluency
Original: He batted at number 10 or 11 and only once reached 40 in first-class cricket.
Revised: SHe batted at number 10 or 11 and only once reached 40 in first-class cricket.
Edit intent: fluency
Original: SHe batted at number 10 or 11 and only once reached 40 in first-class cricket.
Revised: He batted at number 10 or 11 and only once reached 40 in first-class cricket.
Edit intent: fluency
Original:  He was a member of the royal family of Manavadar in the Indian state of Gujarat.
Revised:  He was a member of the royal family of Manavadar , a princely state which is now part of the Indian state of Gujarat.
Edit intent: clarity
Original: Alumni of the University of Warwick Category:International Institute for Management Development alumni Category:Officers of the Order of the Niger Category:Kanuri people Category:Nigerian expatriates in the United Kingdom Category:20th-century Nigerian businesspeople Category:20th-century Nigerian lawyers Category:21st-century Nigerian businesspeople Category:21st-century Nigerian lawyers Category:Buhari administration personnel Category:People of colonial Nigeria Category:People from Borno Sta
Revised: Alumni of the University of Warwick Category:International Institute for Management Development alumni Category:Officers of the Order of the Niger Category:Kanuri people Category:Nigerian expatriates in the United Kingdom Category:20th-century Nigerian businesspeople Category:20th-century Nigerian lawyers Category:21st-century Nigerian businesspeople Category:21st-century Nigerian lawyers Category:Buhari administration personnel Category:People from Borno State Category:Nigerian corporate directo
Edit intent: clarity