wanyu/IteraTeR_v2 huggingface dataset:
Original:  Math , then, developed only afterwards , and because the cultural needs of these people differed, differential counting and mathematical systems resulted.
Revised:  Math developed only after such split , and because the cultural needs of these people differed, differential counting and mathematical systems resulted.
Edit intent: clarity
Original:  The critique is that categorizing concepts into innate or learned does not tell us anything about the process by which they developed originally .
Revised:  The critique is that categorizing concepts as innate or learned does not tell us anything about the process by which they developed originally .
Edit intent: fluency
Original:  The critique is that categorizing concepts into innate or learned does not tell us anything about the process by which they developed originally .
Revised:  The critique is that categorizing concepts into innate or learned does not tell us anything about the process by which they originally developed .
Edit intent: fluency
Original:  TRENDS in Cognitive Sciences, Vol. 7 (4), 153-156 . 3Tomasello (1999).
Revised:  TRENDS in Cognitive Sciences, Vol. 7 (4), 153-156 .3Tomasello (1999).
Edit intent: fluency
Original:  1 & 2, pp. 1–55  
Revised:  1 & 2, pp. 1–55 ). 
Edit intent: fluency
Original: Dogs have also show some interesting but limited abilities at social cognition in a series of studies by Hare and Tomasello (2005).
Revised: Dogs have also shown some interesting but limited abilities at social cognition in a series of studies by Hare and Tomasello (2005).
Edit intent: fluency
Original: Culture Social Cognition is the relationship between human culture and human cognitive capabilities.
Revised: Culture and social cognition is the relationship between human culture and human cognitive capabilities.
Edit intent: clarity
Original:  It is used in lake restoration projects as a tool to manage eutrophication and prevent algal blooms (specifically cyanobacteria or blue green algae) by reducing phosphorus, one of the major contributing factors to algal growth.
Revised:  It is used in lake restoration projects as a tool to manage eutrophication and manage algal blooms (specifically cyanobacteria or blue green algae) by reducing phosphorus, one of the major contributing factors to algal growth.
Edit intent: clarity
Original:   Since its developmentand subsequent commercial production, Phoslock has become a subject in academic research (,Egemose et al, Chemical lake restoration products:
Revised:  Since its developmentand subsequent commercial production, Phoslock has been a subject in academic research (,Egemose et al, Chemical lake restoration products:
Edit intent: fluency
Original:  sediment stability and phosphorus dynamics, Environment Science & Technology 44 (3), 985-991 (2010)Lurling et al, Effects of lanthanum and lanthanum-modified clay on growth, survival and reproduction of Daphnia magna, Water Research 44 (3), 309-319 (2010) Hagheseresht et al,  A novel lanthanum-modified bentonite, Phoslock, for phosphate removal from wastewaters , Applied Clay Science  46 (4 ), 369-375 (2009 )) and has been used globally in lake restoration projects.
Revised:  sediment stability and phosphorus dynamics, Environment Science & Technology 44 (3), 985-991 (2010)Lurling et al, Effects of lanthanum and lanthanum-modified clay on growth, survival and reproduction of Daphnia magna, Water Research 44 (3), 309-319 (2010) Hagheseresht et al, A novel lanthanum-modified bentonite, Phoslock, for phosphate removal from wastewaters , Applied Clay Science , 46 (4 ), 369-375 (2009 )) and has been used globally in lake restoration projects.
Edit intent: fluency
Original:  The first large-scale trial took place in January 2000 in the Canning River in Western Australia.
Revised:  The first large-scale trial took place in January 2000 in the Canning River , Western URL
Edit intent: fluency
Original:  The largest number of whole lake applications and the most comprehensive pre and post-application monitoring has taken place in Europe, primarily Germany (where it is sold under the tradename Bentophos), the Netherlands and the UK (Official European website URL
Revised:  The largest number of whole lake applications and the most comprehensive pre and post-application monitoring has taken place in Europe, primarily Germany (where it is sold under the tradename Bentophos), the Netherlands and the UK .)
Edit intent: coherence
Original: During its development, patenting and commercialisation by CSIRO and subsequent commercial production, Phoslock has been a subject in academic research (,Egemose et al, Chemical lake restoration products:
Revised: During its development, patenting and commercialisation by CSIRO and subsequent commercial production, Phoslock has been a subject in academic researchEgemose et al, Chemical lake restoration products:
Edit intent: fluency
Original:  Marine and Freshwater Research, 59, 836-837. (2008) ) and has been used globally in lake restoration projects.
Revised:  Marine and Freshwater Research, 59, 836-837. (2008) and has been used globally in lake restoration projects.
Edit intent: fluency
Original:  The largest number of whole lake applications and the most comprehensive pre and post-application monitoring has taken place in Europe, primarily Germany (where it is sold under the tradename Bentophos), the Netherlands and the UK. )
Revised:  The largest number of whole lake applications and the most comprehensive pre- and post-application monitoring has taken place in Europe, primarily Germany (where it is sold under the tradename Bentophos), the Netherlands and the UK. )
Edit intent: fluency
Original:  The largest number of whole lake applications and the most comprehensive pre and post-application monitoring has taken place in Europe, primarily Germany (where it is sold under the tradename Bentophos), the Netherlands and the UK. )
Revised:  The largest number of whole lake applications and the most comprehensive pre and post-application monitoring has taken place in Europe, primarily Germany (where it is sold under the tradename Bentophos), the Netherlands and the UK. 
Edit intent: fluency
Original: | branch = | serviceyears = | rank = Lieutenant (enseigne de vaisseau) | servicenumber = | unit = | commands = | battles = | battles_label = | awards = | relations = | laterwork = | signature = | website = Eugène Maizan (28 September 1816 in Montauban – July 1845) was a French Naval lieutenant and explorer, possibly the first European to penetrate East Africa and the first to enter tropical Africa from Zanzibar.
Revised:  Eugène Maizan (28 September 1816 in Montauban – July 1845) was a French Naval lieutenant and explorer, possibly the first European to penetrate East Africa and the first to enter tropical Africa from Zanzibar.
Edit intent: coherence
Original:  For potassium labeling purposes 100\% of the Daily Value was 3500 mg, but as of May 2016  it has been revised to 4700 mg.
Revised:  For potassium labeling purposes 100\% of the Daily Value was 3500 mg, but as of May 2016 , it has been revised to 4700 mg.
Edit intent: fluency
Original:  Compliance with the updated labeling regulations was required by 1 January 2020, for manufacturers with $10 million or more in annual food sales, and by 1 January 2021 for manufacturers with less than $ 10 million in annual food sales.
Revised:  Compliance with the updated labeling regulations was required by 1 January 2020, for manufacturers with $10 million or more in annual food sales, and by 1 January 2021, for manufacturers with less than $ 10 million in annual food sales.
Edit intent: fluency
Original:  During the first six months following the 1 January 2020 compliance date, the FDA plans to work cooperatively with manufacturers to meet the new Nutrition Facts label requirements and will not focus on enforcement actions regarding these requirements during that time.
Revised:  During the first six months following the 1 January 2020 compliance date, the FDA planned to work cooperatively with manufacturers to meet the new Nutrition Facts label requirements and will not focus on enforcement actions regarding these requirements during that time.
Edit intent: fluency
Original:  During the first six months following the 1 January 2020 compliance date, the FDA plans to work cooperatively with manufacturers to meet the new Nutrition Facts label requirements and will not focus on enforcement actions regarding these requirements during that time.
Revised:  During the first six months following the 1 January 2020 compliance date, the FDA plans to work cooperatively with manufacturers to meet the new Nutrition Facts label requirements and would not focus on enforcement actions regarding these requirements during that time.
Edit intent: coherence
Original:  Compliance with the updated labeling regulations was required by 1 January 2020, for manufacturers with $10 million or more in annual food sales, and by 1 January 2021, for manufacturers with less than $ 10 million in annual food sales.
Revised:  Compliance with the updated labeling regulations was required by 1 January 2020, for manufacturers with $10 million or more in annual food sales, and by 1 January 2021 for manufacturers with less than $ 10 million in annual food sales.
Edit intent: fluency
Original:  During the first six months following the 1 January 2020 compliance date, the FDA planned to work cooperatively with manufacturers to meet the new Nutrition Facts label requirements and would not focus on enforcement actions regarding these requirements during that time.
Revised:  During the first six months following the 1 January 2020 compliance date, the FDA plans to work cooperatively with manufacturers to meet the new Nutrition Facts label requirements and would not focus on enforcement actions regarding these requirements during that time.
Edit intent: fluency
Original:  During the first six months following the 1 January 2020 compliance date, the FDA planned to work cooperatively with manufacturers to meet the new Nutrition Facts label requirements and would not focus on enforcement actions regarding these requirements during that time.
Revised:  During the first six months following the 1 January 2020 compliance date, the FDA planned to work cooperatively with manufacturers to meet the new Nutrition Facts label requirements and will not focus on enforcement actions regarding these requirements during that time.
Edit intent: fluency
Original: High blood pressure/Hypertension Diets low in potassium increase risk of hypertension, stroke and cardiovascular disease.
Edit intent: coherence
Original:  The Medicare Prescription Drug act expressly prohibited Medicare from negotiating bulk prescription drug prices.
Revised:  The Medicare Prescription Drug Act expressly prohibited Medicare from negotiating bulk prescription drug prices.
Edit intent: fluency
Original:  The "donut hole" provision of the Patient Protection and Affordable Care Act was an attempt to lower prescription drug prices in its stead .
Revised:  The "donut hole" provision of the Patient Protection and Affordable Care Act was an attempt to correct the issue .
Edit intent: clarity
Original:  In 2004 when Tauzin was appointed as chief lobbyist for the Pharmaceutical Research and Manufacturers of America (PhRMA), the trade association and lobby group for the drug industry with a "rumored salary of $ 2 million a year," drawing criticism from a Washington-based Public Citizen, the consumer advocacy group.
Revised:  In 2004 when Tauzin was appointed as chief lobbyist for the Pharmaceutical Research and Manufacturers of America (PhRMA), the trade association and lobby group for the drug industry with a "rumored salary of $ 2 million a year," drawing criticism from Public Citizen, the consumer advocacy group.
Edit intent: clarity
Original: Negotiating of prescription drug prices Since the enactment of Medicare Prescription Drug, Improvement, and Modernization Act in 2003, only insurance companies administering Medicare prescription drug program, not Medicare, have the legal right to negotiate drug prices directly from drug manufacturers.
Revised: Bar to negotiation of prescription drug prices Since the enactment of Medicare Prescription Drug, Improvement, and Modernization Act in 2003, only insurance companies administering Medicare prescription drug program, not Medicare, have the legal right to negotiate drug prices directly from drug manufacturers.
Edit intent: clarity
Original: Lauro  Zarate Alcala (August 18, 1926 – June 24, 2002) , also known as Larry Alcala, was a well-known editorial cartoonist and illustrator in the Philippines.
Revised: Lauro "Larry" Zarate Alcala (August 18, 1926 – June 24, 2002) , also known as Larry Alcala, was a well-known editorial cartoonist and illustrator in the Philippines.
Edit intent: clarity
Original: Lauro  Zarate Alcala (August 18, 1926 – June 24, 2002) , also known as Larry Alcala, was a well-known editorial cartoonist and illustrator in the Philippines.
Revised: Lauro Zarate Alcala (August 18, 1926 – June 24, 2002) was a well-known editorial cartoonist and illustrator in the Philippines.
Edit intent: coherence
Original: His cartoons His most popular cartoon series was " Slice of Life, which is a reflection of the many unique aspects of everyday life in the Philippines.
Revised: His cartoons His most popular cartoon series was Slice of Life, which is a reflection of the many unique aspects of everyday life in the Philippines.
Edit intent: fluency
Original: "The hiLARRYous Art of Alcala", by Ruben Defeo, Today (22 August 1995), p. 20"Slices of Larry Alcala" by Neni Sta. Romana Cruz, Philippine Daily Inquirer (22 July 1996)"Larry Alcala, 1926-2002", UPdate Diliman (May–June 2002) In 2018, he was posthumously conferred the National Artist for Visual Arts and the Grand Collar of the Order of National Artists (Order ng Pambansang Alagad ng Sining).
Revised: "The hiLARRYous Art of Alcala", by Ruben Defeo, Today (22 August 1995), p. 20"Slices of Larry Alcala" by Neni Sta. Romana Cruz, Philippine Daily Inquirer (22 July 1996)"Larry Alcala, 1926-2002", UPdate Diliman (May–June 2002) 
Edit intent: coherence
Original: "The hiLARRYous Art of Alcala", by Ruben Defeo, Today (22 August 1995), p. 20"Slices of Larry Alcala" by Neni Sta. Romana Cruz, Philippine Daily Inquirer (22 July 1996)"Larry Alcala, 1926-2002", UPdate Diliman (May–June 2002) In 2018, he was posthumously conferred the National Artist for Visual Arts  and the Grand Collar of the Order of National Artists (Order ng Pambansang Alagad ng Sining).
Revised: "The hiLARRYous Art of Alcala", by Ruben Defeo, Today (22 August 1995), p. 20"Slices of Larry Alcala" by Neni Sta. Romana Cruz, Philippine Daily Inquirer (22 July 1996)"Larry Alcala, 1926-2002", UPdate Diliman (May–June 2002) In 2018, he was posthumously conferred the National Artist for Visual Arts title and the Grand Collar of the Order of National Artists (Order ng Pambansang Alagad ng Sining).
Edit intent: coherence
Original:  He did the same with his other comic strip Kalabog and Bosyo.
Revised:  He did the same with his other comic strip Kalabog en Bosyo.
Edit intent: clarity
Original:  Through Mang Ambo and the other characters of a fictional place called , Barrio Bulabog, Alcala exposed the follies and foibles of Philippine society in general and of cosmopolitan life in particular.
Revised:  Through Mang Ambo and the other characters of a fictional place called Barrio Bulabog, Alcala exposed the follies and foibles of Philippine society in general and of cosmopolitan life in particular.
Edit intent: fluency
Original: Quotes from I Am That Give up all questions except one, "Who am I?" After all the only fact you are sure of is that you "are".
Revised:  Give up all questions except one, "Who am I?" After all the only fact you are sure of is that you "are".
Edit intent: coherence
Original: Main themes Identification with the body%DIFDELCMD < %DIFDELCMD < %%% According to Nisargadatta and others one of the main blockages to self-realization is identification with the body.
Revised:  Identification with the body%DIFDELCMD < %DIFDELCMD < %%% According to Nisargadatta and others one of the main blockages to self-realization is identification with the body.
Edit intent: coherence
Original: Main themes Identification with the body%DIFDELCMD < %DIFDELCMD < %%% According to Nisargadatta and others one of the main blockages to self-realization is identification with the body.
Revised: Main themes %DIFDELCMD < %DIFDELCMD < %%% According to Nisargadatta and others one of the main blockages to self-realization is identification with the body.
Edit intent: fluency
Original: Main themes Identification with the body%DIFDELCMD < %DIFDELCMD < %%% According to Nisargadatta and others one of the main blockages to self-realization is identification with the body.
Revised: Main themes Identification with the body%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Meditation on the "I am" Feeling A most suitable way to drop the identification with the body is to focus in the source of consciousness, the feeling “I am”, which is not the body, the thoughts or anything observable.
Revised: %DIFDELCMD < %DIFDELCMD < %%% A most suitable way to drop the identification with the body is to focus in the source of consciousness, the feeling “I am”, which is not the body, the thoughts or anything observable.
Edit intent: coherence
Original: I Am That, Chapter 33%DIFDELCMD < %DIFDELCMD < %%% Surrender to the Truth “Empty yourself”, “surrender” or “give up everything” is the advice to many visitors.
Revised: I Am That, Chapter 33%DIFDELCMD < %DIFDELCMD < %%% “Empty yourself”, “surrender” or “give up everything” is the advice to many visitors.
Edit intent: clarity
Original: I Am That, Chapter 73I Am That, Chapter 83I Am That, Chapter 84%DIFDELCMD < %DIFDELCMD < %%% Conceptual Knowledge Conceptual knowledge cannot help the student progress.
Revised: I Am That, Chapter 73I Am That, Chapter 83I Am That, Chapter 84%DIFDELCMD < %DIFDELCMD < %%% Conceptual knowledge cannot help the student progress.
Edit intent: fluency
Original: %DIFDELCMD < %DIFDELCMD < %%% Earnestness Throughout the book the master insists on earnest, zestfulI Am That, chapters 31, 88... work towards spiritual progress and final attainment, liberation or Moksha;
Revised: %DIFDELCMD < %DIFDELCMD < %%% Throughout the book the master insists on earnest, zestfulI Am That, chapters 31, 88... work towards spiritual progress and final attainment, liberation or Moksha;
Edit intent: fluency
Original: Other teachers Nisargadatta does not quote other teachers in the book, but a few are mentioned by his visitors, Ramana Maharshi being the most significant.
Revised:  Nisargadatta does not quote other teachers in the book, but a few are mentioned by his visitors, Ramana Maharshi being the most significant.
Edit intent: fluency
Original:  An endogenous cue can also be an object or image in the periphery, a number of degrees away from the centre, but still within the visual angle.
Revised:  An exogenous cue can also be an object or image in the periphery, a number of degrees away from the centre, but still within the visual angle.
Edit intent: fluency
Original:  An exogenous cue is presented outside of the center of focus, usually highlighting the left or right box presented on the screen.
Revised:  An endogenous cue is presented outside of the center of focus, usually highlighting the left or right box presented on the screen.
Edit intent: fluency
Original:  Stygofaunal animals, like troglofauna, are divided into three groups based on their life history - stygophiles, stygoxenes  and stygobites.
Revised:  Stygofaunal animals, like troglofauna, are divided into three groups based on their life history - stygophiles, stygoxenes , and stygobites.
Edit intent: fluency
Original:  Stygophiles inhabit both surface and subterranean aquatic environments, but are not necessarily restricted to either ;
Revised:  Stygophiles inhabit both surface and subterranean aquatic environments, but are not necessarily restricted to either .
Edit intent: fluency
Original:  Stygophiles and stygoxenes may live for part of their lives in caves but do not complete their life cycle in them ;
Revised:  Stygophiles and stygoxenes may live for part of their lives in caves , but don't complete their life cycle in them ;
Edit intent: fluency
Original:  and Stygobites are obligate  or strictly subterranean, aquatic animals and complete their entire life in this environment.
Revised:  and Stygobites are obligate , or strictly subterranean, aquatic animals and complete their entire life in this environment.
Edit intent: fluency
Original:  Stygofauna feed on plankton, bacteria  and plants found in streams.
Revised:  Stygofauna feed on plankton, bacteria , and plants found in streams.
Edit intent: fluency
Original:  For example, the crayfish Orconectes australis of Shelta Cave in Alabama can reproduce at 100 years and live to 175.
Revised:  For example, the crayfish Orconectes australis from Shelta Cave in Alabama can reproduce at 100 years and live to 175.
Edit intent: clarity
Original: Distribution and species Stygofauna are found all over the world , and include turbellarians, gastropods, isopods, amphipods, decapods, fishes and salamanders.
Revised: Distribution and species Stygofauna are found all over the world and include turbellarians, gastropods, isopods, amphipods, decapods, fishes and salamanders.
Edit intent: fluency
Original: Distribution and species Stygofauna are found all over the world , and include turbellarians, gastropods, isopods, amphipods, decapods, fishes and salamanders.
Revised: Distribution and species Stygofauna are found all over the world , and include turbellarians, gastropods, isopods, amphipods, decapods, fishes , or salamanders.
Edit intent: fluency
Original:  Stygofaunal gastropods are found in the U.S, Europe  and Japan. and Australia.
Revised:  Stygofaunal gastropods are found in the U.S, Europe , and Japan. and Australia.
Edit intent: fluency
Original:  Stygobite turbellarians can be found in the United States , Europe and Japan.
Revised:  Stygobite turbellarians can be found in North America , Europe and Japan.
Edit intent: clarity
Original: Stygofaunal gastropods are found in the U.S, Europe, and Japan. and Australia.
Revised: Stygofaunal gastropods are found in the U.S, Europe, Japan, and Australia.
Edit intent: fluency
Original: Extensive research has been done into the stygofauna of numerous other European countries (namely France and Slovenia) , the US and more recently in Australia, due to easy accessibility of caves and wells in these regions, as well as the high diversity and numbers of animals present here . Many species of stygofauna, especially the obligate stygobites, are endemic to particular regions or even particular caves.
Revised: Extensive research of stygofauna has been undertaken in countries with ready access to caves and wells such as France, Slovenia , the US and more recently in Australia, due to easy accessibility of caves and wells in these regions, as well as the high diversity and numbers of animals present here . Many species of stygofauna, especially the obligate stygobites, are endemic to particular regions or even particular caves.
Edit intent: clarity
Original: Extensive research has been done into the stygofauna of numerous other European countries (namely France and Slovenia) , the US and more recently in Australia, due to easy accessibility of caves and wells in these regions, as well as the high diversity and numbers of animals present here . Many species of stygofauna, especially the obligate stygobites, are endemic to particular regions or even particular caves.
Revised: Extensive research has been done into the stygofauna of numerous other European countries (namely France and Slovenia) , the US and , more recently, Australia . Many species of stygofauna, especially the obligate stygobites, are endemic to particular regions or even particular caves.
Edit intent: coherence