wanyu/IteraTeR_v2 huggingface dataset:
Original:  ” School Types The 1980s saw a shift to special schools and/or programs for those students that excelled in academia, were artistically talented, or through programs linking schooling with the workplace in a co-operative venture.
Revised:  ” School types The 1980s saw a shift to special schools and/or programs for those students that excelled in academia, were artistically talented, or through programs linking schooling with the workplace in a co-operative venture.
Edit intent: fluency
Original:  The most recent development within alternative education in Canada may be to follow the United States in their “Charter School” movement.
Revised:  The most recent development within alternative education in Canada may be to follow the United States in their "Charter School" movement.
Edit intent: fluency
Original:  In 1992 Dr Shinichiro Hori, formerly Professor of Education at Osaka City University, founded the first, Kinokuni Children ’ s Village in Wakayama Prefecture, of several alternative, democratic schools.
Revised:  In 1992 Dr Shinichiro Hori, formerly Professor of Education at Osaka City University, founded the first, Kinokuni Children ' s Village in Wakayama Prefecture, of several alternative, democratic schools.
Edit intent: fluency
Original:  In 2003 Japan introduced Special Zones for Structural Reform (構造改革特別区域), based on China ’ s Special Economic Zone policy, which enable the opening of government-accredited schools providing alternative education.
Revised:  In 2003 Japan introduced Special Zones for Structural Reform (構造改革特別区域), based on China ' s Special Economic Zone policy, which enable the opening of government-accredited schools providing alternative education.
Edit intent: fluency
Original:  There is also the case of the Caterpillar, which - like the Forest School - is housed in an unconventional campus and follows a creative and more fluid curriculum.
Revised:  There is also the case of the Caterpillar, which – like the Forest School - is housed in an unconventional campus and follows a creative and more fluid curriculum.
Edit intent: fluency
Original:  There is also the case of the Caterpillar, which - like the Forest School - is housed in an unconventional campus and follows a creative and more fluid curriculum.
Revised:  There is also the case of the Caterpillar, which - like the Forest School – is housed in an unconventional campus and follows a creative and more fluid curriculum.
Edit intent: fluency
Original:  Summerhill School, established by A.S. Neill in 1921, was the first Democratic school;
Revised:  Summerhill School, established by A.S. Neill in 1921, was the first democratic school;
Edit intent: fluency
Original:  Taiwan Founded after the lifting of martial law in Taiwan, the () was the first alternative education school in Taiwan.
Revised: China Taiwan Founded after the lifting of martial law in Taiwan, the () was the first alternative education school in Taiwan.
Edit intent: coherence
Original: China Taiwan Founded after the lifting of martial law in Taiwan, the () was the first alternative education school in Taiwan.
Revised:  Taiwan Founded after the lifting of martial law in Taiwan, the () was the first alternative education school in Taiwan.
Edit intent: coherence
Original: "Kabara" and or "Magajiya" is the title used by the matriarchal monarchs that ruled the Hausa People in prehistoric times.
Revised: "Kabara" and or "Magajiya" is the title used by the matriarchal monarchs that ruled the Hausa people in prehistoric times.
Edit intent: fluency
Original:  Daurama Palace  Kabaras List of Kabaras:
Revised:  Daurama Palace , sit of Kabaras Kabaras List of Kabaras:
Edit intent: fluency
Original:  This washing was initially known as mayim rishonim (first waters) , but is now commonly known simply as netilat yadayim (hand washing).
Revised:  This washing was initially known as mayim rishonim (first waters) but is now commonly known simply as netilat yadayim (hand washing).
Edit intent: fluency
Original: Berachot 53b Rabbinic law requires that travelers go as far as four biblical miles to obtain water for washing prior to eating bread , if there is a known water source there.
Revised: Berachot 53b Rabbinic law requires that travelers go as far as four biblical miles to obtain water for washing prior to eating bread if there is a known water source there.
Edit intent: fluency
Original:  According to the Talmud, the washing is motivated by health concerns, in order to remove the "salt of Sodom" which may have been served at the meal - as salt originating from the Sodom area allegedly causes blindness, should it be on one's fingers and they happen to touch their eyes.
Revised:  According to the Talmud, the washing is motivated by health concerns, to remove the "salt of Sodom" which may have been served at the meal - as salt originating from the Sodom area allegedly causes blindness, should it be on one's fingers and they happen to touch their eyes.
Edit intent: coherence
Original:  "An additional factor we must take into account that mitigates toward an after-meal washing obligation is that our Sages instructed us to eat salt (with bread) during every meal and so salt is, for us, a standard meal component" Another reason  given the assertion that in every kor of salt, there is to be found a qurtov of salt of Sodom.
Revised:  "An additional factor we must take into account that mitigates toward an after-meal washing obligation is that our Sages instructed us to eat salt (with bread) during every meal and so salt is, for us, a standard meal component" Another reason has given the assertion that in every kor of salt, there is to be found a qurtov of salt of Sodom.
Edit intent: fluency
Original:  Yosef Qafih), Jerusalem 1960, p. 83 Before eating dipped fruit or vegetables Some sources speak of washing hands, prior to eating a piece of food which has been dipped in a liquid (e.g. water, honey, oil, etc.) which then clings to that piece, with the one exception of fruits, seeing that they do not require hand washing.
Revised:  Yosef Qafih), Jerusalem 1960, p. 83 Before eating dipped fruit or vegetables Some sources speak of washing hands, before eating a piece of food which has been dipped in a liquid (e.g. water, honey, oil, etc.) which then clings to that piece, with the one exception of fruits, seeing that they do not require hand washing.
Edit intent: fluency
Original: Cf. Babylonian Talmud, Berakhot 11b. "R. Hiyya, the son of Ashi has said: 'Many times I would rise up [in the morning] to go before Rav in order to recite our readings in the Sifra of Rav's Beit Midrash.
Revised: Cf. Babylonian Talmud, Berakhot 11b. "R. Hiyya, the son of Ashi has said: 'Many times I would rise [in the morning] to go before Rav in order to recite our readings in the Sifra of Rav's Beit Midrash.
Edit intent: fluency
Original: Cf. Babylonian Talmud, Berakhot 11b. "R. Hiyya, the son of Ashi has said: 'Many times I would rise up [in the morning] to go before Rav in order to recite our readings in the Sifra of Rav's Beit Midrash.
Revised: Cf. Babylonian Talmud, Berakhot 11b. "R. Hiyya, the son of Ashi has said: 'Many times I would rise up [in the morning] to go before Rav to recite our readings in the Sifra of Rav's Beit Midrash.
Edit intent: clarity
Original: Babylonian Talmud, Pesahim 115a While the Shulhan Arukh requires the washing of hands prior to eating fruits that are merely damp with one of the seven liquids,Orach Chaim 158:4 Maimonides does not mention this stringency in his Mishneh Torah.
Revised: Babylonian Talmud, Pesahim 115a While the Shulhan Arukh requires the washing of hands prior to eating fruits that are merely damp with one of the seven liquids,Orach Chaim 158:4 Maimonides dos not mention this stringency in his Mishneh Torah.
Edit intent: fluency
Original:  Nowadays this washing is not widely practiced, with one notable exception: During a Passover Seder, the hands are washed without reciting a blessing before eating karpas, a washing referred to as " Urchatz ". Shulkhan Arukh, Orach Chayim 473:6
Revised:  Nowadays this washing is not widely practiced, with one notabl exception: uring a Passover Seder, the hands are washed without reciting a blessing before eating karpas, a washing referred to as " Urchatz ". Shulkhan Arukh, Orach Chayim 473:6
Edit intent: fluency
Original:  Nowadays this washing is not widely practiced, with one notable exception: During a Passover Seder, the hands are washed without reciting a blessing before eating karpas, a washing referred to as " Urchatz ". Shulkhan Arukh, Orach Chayim 473:6
Revised:  Nowadays this washing is not widely practiced, with one notable exception: During a Passover Seder, the hands are washed without reciting a blessing before eating karpas, a washing referred to as " rchatz ". Shulkhan Arukh, Orach Chayim 473:6
Edit intent: fluency
Original: Hilchot Berakhot 6:1 Rabbi Hayim Kessar says that the enactment only applied to dipping fruits or vegetables in a liquid, but not when wetness merely clung to those fruits or vegetables.in his commentary "Baal Shem Tov" (ibid.)
Revised: Hilchot Berakhot 6:1 Rabbi Hayim Kessar says that the enagerhrdhdghghgctment only applied to dipping fruits or vegetables in a liquid, but not when wetness merely clung to those fruits or vegetables.in his commentary "Baal Shem Tov" (ibid.)
Edit intent: fluency
Original:  Nowadays this washing is not widely practiced, with one notable exception: During a Passover Seder, the hands are washed without reciting a blessing before eating karpas, a washing referred to as "Urchatz".
Revised:  able exception: During a Passover Seder, the hands are washed without reciting a blessing before eating karpas, a washing referred to as "Urchatz".
Edit intent: coherence
Original:  Yoma 83b Many, but not all, later sources agree.
Revised:  Many, but not all, later sources agree.
Edit intent: coherence
Original:  פניני הלכה - מים אחרונים Nevertheless, many others continue to practice it.
Revised:  Nevertheless, many others continue to practice it.
Edit intent: coherence
Original:  Babylonian Talmud, Sotah 4b Hand washing in the Temple requires the priests to wash their hands and feet before offering sacrifices or entering the Tabernacle.
Revised:  Hand washing in the Temple requires the priests to wash their hands and feet before offering sacrifices or entering the Tabernacle.
Edit intent: clarity
Original:  Shabbat 13b It is recorded in Mishnah Bikkurim 2:1, which states that terumah and bikkurim "require the washing of the hands."
Revised:  It is recorded in Mishnah Bikkurim 2:1, which states that terumah and bikkurim "require the washing of the hands."
Edit intent: coherence
Original:  Shabbat 14b Grades of uncleanness Halacha specifies a number of different levels of impurity;
Revised:  Grades of uncleanness Halacha specifies a number of different levels of impurity;
Edit intent: coherence
Original:  This hand washing is referred to as serakh terumah ( meaning "[washing introduced] on account of terumah" and which is done for the sake of conformity);<ref>Babylonian Talmud,  Chullin 106a:11 Hullin 106a]</ref> as all Jews were now required to wash their hands before eating bread, it was expected that the delinquent priests too would wash their hands before eating 'terumah.
Revised:  This hand washing is referred to as serakh terumah ( meaning "[washing introduced] on account of terumah" and which is done for the sake of conformity);<ref>Babylonian Talmud, URL Chullin 106a:11 Hullin 106a]</ref> as all Jews were now required to wash their hands before eating bread, it was expected that the delinquent priests too would wash their hands before eating 'terumah.
Edit intent: fluency
Original:  This practice is generally known by the Hebrew term (), which literally means lifting up of the hands.
Revised:  This practice is generally known by the Hebrew term (), which literally means taking up of the hands.
Edit intent: clarity
Original: Danièle Nouy is the President of the Supervisory Council at the European Central Bank, where she has been since 1 January 2014.
Revised: Danièle Nouy is the President of the Supervisory Board at the European Central Bank, where she has been since 1 January 2014.
Edit intent: clarity
Original:   Biography
Revised:  She is regarded as the President of the Single Supervisory Mechanism. Biography
Edit intent: coherence
Original: Danièle Nouy is the Chair of the Supervisory Board at the European Central Bank, where she has been since 1 January 2014.
Revised: Danièle Nouy was the Chair of the Supervisory Board at the European Central Bank, where she has been since 1 January 2014.
Edit intent: style
Original: Danièle Nouy is the Chair of the Supervisory Board at the European Central Bank, where she has been since 1 January 2014.
Revised: Danièle Nouy is the Chair of the Supervisory Board at the European Central Bank, from 1 January 2014.
Edit intent: clarity
Original:  Biography Nouy's term as president of the Supervisory Board at the European Central Bank is from 1 January 2014 until 31 December 2018.
Revised:  Biography 
Edit intent: coherence
Original:  As head of the Supervisory Board, she should take care of the implementation the Single Supervisory Mechanism.
Revised:  As head of the Supervisory Board, she oversaw the implementation of the Single Supervisory Mechanism.
Edit intent: clarity
Original:  She is regarded as the President of the Single Supervisory Mechanism.
Revised:  In this capacity, she was regarded as the President of the Single Supervisory Mechanism.
Edit intent: clarity
Original: Danièle Nouy was the Chair of the Supervisory Board at the European Central Bank , from 1 January 2014 to 31 December 2018.
Revised: Danièle Nouy was the Chair of the Supervisory Board at the European Central Bank from 1 January 2014 to 31 December 2018.
Edit intent: fluency
Original:  Biography   As head of the Supervisory Board, she oversaw the implementation of the Single Supervisory Mechanism.
Revised:  As head of the Supervisory Board, she oversaw the implementation of the Single Supervisory Mechanism.
Edit intent: coherence
Original:  Studies and research carried out about a solution that led to the strengthening  muscles of astronauts and subsequently, over the years, has become a method of muscle training very useful for prestativi, preventive and rehabilitative .
Revised:  Studies and research carried out about a solution that led to the strengthening of muscles of astronauts and subsequently, over the years, has become a method of muscle training very useful for prestativi, preventive and rehabilitative .
Edit intent: fluency
Original:  Studies and research carried out about a solution that led to the strengthening  muscles of astronauts and subsequently, over the years, has become a method of muscle training very useful for prestativi, preventive and rehabilitative .
Revised:  Studies and research carried out about a solution that led to the strengthening muscles of astronauts and subsequently, over the years, has become a method of muscle training very useful for preservation, prevention and rehabilitation .
Edit intent: fluency
Original:  In practice it was created a system for resistive training with a belt and a flywheel that, driven by the belt, controlling a process which generated movement regardless of the strength of gravity.
Revised:  In practice it was created a system for resistance training with a belt and a flywheel that, driven by the belt, controlling a process which generated movement regardless of the strength of gravity.
Edit intent: fluency
Original:  In the method isoinertial the resistance is adapted in every moment and is proportional to the force developed in the sense that the greater the force expressed by the subject in the concentric phase, the greater will be the acceleration with which the flywheel react 
Revised:  In the method isoinertial the resistance is adapted in every moment and is proportional to the force developed in the sense that the greater the force expressed by the subject in the concentric phase, the greater will be the acceleration with which the flywheel reacts. 
Edit intent: fluency
Original: The Origins Since the late eighties, during long-duration space travel, was placed as a problem as the ability to maintain power the muscles of astronauts engaged in missions, given that the absence of gravity led to an environment in which they operated ipotrofismo of the musculoskeletal system, no longer called to support the load of the body weight, as well as a reduction in bone mineral density.
Revised: The Origins Since the late eighties, during long-duration space travel, was placed as a problem as the ability to maintain power the muscles of astronauts engaged in missions, given that the absence of gravity led to an environment in which they experienced atrophy of the musculoskeletal system, no longer called to support the load of the body weight, as well as a reduction in bone mineral density.
Edit intent: clarity
Original:  The   quality of reception can be very different at places only short distances apart, and this phenomenon is more apparent as the transmission frequency increases.
Revised:  The biggest cause of uncertainty for a coverage map is the quality (mainly sensitivity) of receiving apparatus used. A coverage map may be produced to indicate the area in which a certain signal strength is delivered. Even if it is 100\% accurate (which it never is), a major factor on whether a signal is receivable depends very much on whether the receiving apparatus is sensitive enough to use a signal of that level. Commercial receivers can widely in their sensitivity, thus perception of coverage can vary widely. quality of reception can be very different at places only short distances apart, and this phenomenon is more apparent as the transmission frequency increases.
Edit intent: coherence
Original:  The   quality of reception can be very different at places only short distances apart, and this phenomenon is more apparent as the transmission frequency increases.
Revised:  The The quality of reception can be very different at places only short distances apart, and this phenomenon is more apparent as the transmission frequency increases.
Edit intent: fluency
Original:  Commercial receivers can  widely in their sensitivity, thus perception of coverage can vary widely.
Revised:  Commercial receivers can vary widely in their sensitivity, thus perception of coverage can vary widely.
Edit intent: fluency
Original:  Additionally, the map may also separately denote supplementary service areas where good reception may be obtained but other stations may be stronger, or where reception may variable but the service may still be usable.
Revised:  Additionally, the map may also separately denote supplementary service areas where good reception may be obtained but other stations may be stronger, or where the reception may be variable but the service may still be usable.
Edit intent: fluency
Original:  Majority of the overseas Bengali diaspora are Muslims as the act of seafaring was traditionally prohibited in Hinduism;
Revised:  The majority of the overseas Bengali diaspora are Muslims as the act of seafaring was traditionally prohibited in Hinduism;
Edit intent: clarity
Original: Smooth muscle tumors show a smooth muscle differentiation.
Revised: Smooth muscle tumours show a smooth muscle differentiation.
Edit intent: fluency
Original:  There is two main types of smooth muscle tumor : the benign leiomyoma and the malignant leiomyosarcoma.
Revised:  There is two main types of smooth muscle tumour : the benign leiomyoma and the malignant leiomyosarcoma.
Edit intent: fluency
Original:  Category: Tum
Revised:  Category: Tumo
Edit intent: clarity
Original: Introduction Content on social media is  unverified.
Revised: Introduction Content on social media is potentially unverified.
Edit intent: clarity
Original: Introduction Content on social media is potentially unverified .
Revised: Introduction Unverified content is dominant and prolific in social media messages .
Edit intent: clarity
Original: Johansson, K-E, "VetBact − culturing bacteriological knowledge for veterinarians", Veterinary Record 2014 174: 162-164. doi: 10.1136/vr.g162, date VetBact has been developed at the Swedish University of Agricultural Sciences and the National Veterinary Institute in Uppsala, Sweden.
Revised: Johansson, K-E, "VetBact − culturing bacteriological knowledge for veterinarians", Veterinary Record 2014 174: 162-164. doi: 10.1136/vr.g162, date The database was developed at the Swedish University of Agricultural Sciences and the National Veterinary Institute in Uppsala, Sweden.
Edit intent: style
Original:  Fredriksson, M, "VetBakt – ett nätbaserat pedagogiskt verktyg för veterinärstudenter", Pedagogisk grundkurs, steg 3, SLU, 2008 External links VetBact
Revised:  External links VetBact
Edit intent: clarity
Original: Pedro de Ursúa (1526 – 1561) was a Spanish conquistadorconquistador from Baztan in Navarre.
Revised: Pedro de Ursúa (1526 – 1561) was a Spanish conquistador from Baztan in Navarre.
Edit intent: fluency
Original:  In Panama, Ursúa subdued a Cimarron (ex-slave) revolt by tricking Cimarron leader Bayano into coming unprepared to negotiate a truce , but then captured him and sent him back to King Philip II of Spain.
Revised:  In Panama, Ursúa subdued a Cimarron (ex-slave) revolt by tricking Cimarron leader Bayano into coming unprepared to negotiate a truce . He then captured Bayano and sent him back to King Philip II of Spain.
Edit intent: coherence
Original: Creative limitation is the practice of purposely limiting oneself creatively can actually drive creativity.
Revised: Creative limitation is the concept of how purposely limiting oneself creatively can actually drive creativity.
Edit intent: clarity
Original: Creative limitation is the practice of purposely limiting oneself creatively can actually drive creativity.
Revised: Creative limitation is the practice of purposely limiting oneself can actually drive creativity.
Edit intent: clarity
Original:  Igor Stravinsky used what he called creative limitation with time signatures, by restricting himself from using any, in his composition 'The Rite of Spring' as well as in alternate aspects of his other musical works. 
Revised:  Igor Stravinsky used what he called creative limitation with time signatures, by restricting himself from using any, in his composition 'The Rite of Spring' as well as in alternate aspects of his other musical works. ..
Edit intent: fluency
Original:  Igor Stravinsky used what he called creative limitation with time signatures, by restricting himself from using any, in his composition 'The Rite of Spring' as well as in alternate aspects of his other musical works. ..
Revised:  Igor Stravinsky used what he called creative limitation with time signatures, by restricting himself from using any, in his composition 'The Rite of Spring' as well as in alternate aspects of his other musical works. 
Edit intent: fluency
Original: KAHRP (knob-associated histidine-rich protein) , also known as EMP3 (Erythrocyte membrane protein 3), is a protein expressed by Plasmodium falciparum infecting erythrocytes.
Revised: KAHRP (knob-associated histidine-rich protein) is a protein expressed by Plasmodium falciparum infecting erythrocytes.
Edit intent: coherence
Original:  As in any confirmatory analysis, care must be taken to avoid confirmation bias.
Edit intent: coherence
Original: In psychometrics, item response theory (IRT) (also known as latent trait theory , strong true score theory , or modern mental test theory ) is a paradigm for the design, analysis, and scoring of tests, questionnaires, and similar instruments measuring abilities, attitudes, or other variables.
Revised: In psychometrics, information response theory (IRT) (also known as latent trait theory , strong true score theory , or modern mental test theory ) is a paradigm for the design, analysis, and scoring of tests, questionnaires, and similar instruments measuring abilities, attitudes, or other variables.
Edit intent: clarity