wanyu/IteraTeR_v2 huggingface dataset:
Original:  House, c1993., Philippine Reference Sources ” sa Doe Library (120), University of California, Berkeley, California, collected by Virginia Jing-yi Shih and Leslie Woodhouse during the Fall of 2006, Southeast Asia Resources, South/Southeast Asia Library, retrieved on March 14, 2008 Simplified Iluko Grammar (2005) Ilocano novels Ti Kabusor (1974) Ti Love Story ni Theresa (1971) -
Revised:  House, c1993., Philippine Reference Sources ” sa Doe Library (120), University of California, Berkeley, California, collected by Virginia Jing-yi Shih and Leslie Woodhouse during the Fall of 2006, Southeast Asia Resources, South/Southeast Asia Library, retrieved on March 14, 2008 Simplified Iluko Grammar (2005) Ilocano novels Ti Kabusor (1974) Ti Love Story ni Theresa (1971) –
Edit intent: fluency
Original:  Theresa's Love Story Nalagda a Cari (1951) Rebelde (1957) -
Revised:  Theresa's Love Story Nalagda a Cari (1951) Rebelde (1957) –
Edit intent: fluency
Original:  Rebel Villa Verde (1959) -
Revised:  Rebel Villa Verde (1959) –
Edit intent: fluency
Original:  Green Valley Sacramento (1960) -
Revised:  Green Valley Sacramento (1960) –
Edit intent: fluency
Original:  Sacrament Purisima Concepcion (1961) - Immaculate Concepcion Kadena Perpetua (1961) - Perpetual Chain Kasimpungalan (1962) Rupanrupa (1963) Ti Ubing nga Agpateg iti Sangapirgis a Papel (1964) Dawel (1964) Littik (1965) Samuel (1966) Dagiti Agtawid (1967) Ti Biddut (1968) Nympho (1971) Sex education literature Lalake at Babae (1974) - Man and Woman Sex Education sa Modernong Lalaki at Babae (1986) - Sex Education for Modern Man and Woman Panalo Ka! (1990) - You Win!
Revised:  Sacrament Purisima Concepcion (1961) – Immaculate Concepcion Kadena Perpetua (1961) - Perpetual Chain Kasimpungalan (1962) Rupanrupa (1963) Ti Ubing nga Agpateg iti Sangapirgis a Papel (1964) Dawel (1964) Littik (1965) Samuel (1966) Dagiti Agtawid (1967) Ti Biddut (1968) Nympho (1971) Sex education literature Lalake at Babae (1974) - Man and Woman Sex Education sa Modernong Lalaki at Babae (1986) - Sex Education for Modern Man and Woman Panalo Ka! (1990) - You Win!
Edit intent: fluency
Original:  Sacrament Purisima Concepcion (1961) - Immaculate Concepcion Kadena Perpetua (1961) - Perpetual Chain Kasimpungalan (1962) Rupanrupa (1963) Ti Ubing nga Agpateg iti Sangapirgis a Papel (1964) Dawel (1964) Littik (1965) Samuel (1966) Dagiti Agtawid (1967) Ti Biddut (1968) Nympho (1971) Sex education literature Lalake at Babae (1974) - Man and Woman Sex Education sa Modernong Lalaki at Babae (1986) - Sex Education for Modern Man and Woman Panalo Ka! (1990) - You Win!
Revised:  Sacrament Purisima Concepcion (1961) - Immaculate Concepcion Kadena Perpetua (1961) – Perpetual Chain Kasimpungalan (1962) Rupanrupa (1963) Ti Ubing nga Agpateg iti Sangapirgis a Papel (1964) Dawel (1964) Littik (1965) Samuel (1966) Dagiti Agtawid (1967) Ti Biddut (1968) Nympho (1971) Sex education literature Lalake at Babae (1974) - Man and Woman Sex Education sa Modernong Lalaki at Babae (1986) - Sex Education for Modern Man and Woman Panalo Ka! (1990) - You Win!
Edit intent: fluency
Original:  Sacrament Purisima Concepcion (1961) - Immaculate Concepcion Kadena Perpetua (1961) - Perpetual Chain Kasimpungalan (1962) Rupanrupa (1963) Ti Ubing nga Agpateg iti Sangapirgis a Papel (1964) Dawel (1964) Littik (1965) Samuel (1966) Dagiti Agtawid (1967) Ti Biddut (1968) Nympho (1971) Sex education literature Lalake at Babae (1974) - Man and Woman Sex Education sa Modernong Lalaki at Babae (1986) - Sex Education for Modern Man and Woman Panalo Ka! (1990) - You Win!
Revised:  Sacrament Purisima Concepcion (1961) - Immaculate Concepcion Kadena Perpetua (1961) - Perpetual Chain Kasimpungalan (1962) Rupanrupa (1963) Ti Ubing nga Agpateg iti Sangapirgis a Papel (1964) Dawel (1964) Littik (1965) Samuel (1966) Dagiti Agtawid (1967) Ti Biddut (1968) Nympho (1971) Sex education literature Lalake at Babae (1974) – Man and Woman Sex Education sa Modernong Lalaki at Babae (1986) - Sex Education for Modern Man and Woman Panalo Ka! (1990) - You Win!
Edit intent: fluency
Original:  Sacrament Purisima Concepcion (1961) - Immaculate Concepcion Kadena Perpetua (1961) - Perpetual Chain Kasimpungalan (1962) Rupanrupa (1963) Ti Ubing nga Agpateg iti Sangapirgis a Papel (1964) Dawel (1964) Littik (1965) Samuel (1966) Dagiti Agtawid (1967) Ti Biddut (1968) Nympho (1971) Sex education literature Lalake at Babae (1974) - Man and Woman Sex Education sa Modernong Lalaki at Babae (1986) - Sex Education for Modern Man and Woman Panalo Ka! (1990) - You Win!
Revised:  Sacrament Purisima Concepcion (1961) - Immaculate Concepcion Kadena Perpetua (1961) - Perpetual Chain Kasimpungalan (1962) Rupanrupa (1963) Ti Ubing nga Agpateg iti Sangapirgis a Papel (1964) Dawel (1964) Littik (1965) Samuel (1966) Dagiti Agtawid (1967) Ti Biddut (1968) Nympho (1971) Sex education literature Lalake at Babae (1974) - Man and Woman Sex Education sa Modernong Lalaki at Babae (1986) – Sex Education for Modern Man and Woman Panalo Ka! (1990) - You Win!
Edit intent: fluency
Original:  Sacrament Purisima Concepcion (1961) - Immaculate Concepcion Kadena Perpetua (1961) - Perpetual Chain Kasimpungalan (1962) Rupanrupa (1963) Ti Ubing nga Agpateg iti Sangapirgis a Papel (1964) Dawel (1964) Littik (1965) Samuel (1966) Dagiti Agtawid (1967) Ti Biddut (1968) Nympho (1971) Sex education literature Lalake at Babae (1974) - Man and Woman Sex Education sa Modernong Lalaki at Babae (1986) - Sex Education for Modern Man and Woman Panalo Ka! (1990) - You Win!
Revised:  Sacrament Purisima Concepcion (1961) - Immaculate Concepcion Kadena Perpetua (1961) - Perpetual Chain Kasimpungalan (1962) Rupanrupa (1963) Ti Ubing nga Agpateg iti Sangapirgis a Papel (1964) Dawel (1964) Littik (1965) Samuel (1966) Dagiti Agtawid (1967) Ti Biddut (1968) Nympho (1971) Sex education literature Lalake at Babae (1974) - Man and Woman Sex Education sa Modernong Lalaki at Babae (1986) - Sex Education for Modern Man and Woman Panalo Ka! (1990) – You Win!
Edit intent: fluency
Original:  The masque and spectacle Court masques and masques of the nobility were most  popular in the Jacobean and Caroline era.
Revised:  The masque and spectacle Court masques and masques of the nobility were most nfokho popular in the Jacobean and Caroline era.
Edit intent: fluency
Original:   Masques were multimedia, for they almost always involved costuming and music as a method of conveying the story or narrative.
Revised:  ham Masques were multimedia, for they almost always involved costuming and music as a method of conveying the story or narrative.
Edit intent: fluency
Original:  Additionally, the children are taught how to make a real 911 call, and they practice dialing the correct number and practice how they would talk to a 911 operator.
Revised:  Additionally, the children are taught how to make a real 911 call, and they practice dialing the correct number and how they would talk to a 911 operator.
Edit intent: coherence
Original: In order to ensure optimum cleanability of the surfaces of machines and equipment, they must fulfill certain requirements.
Revised: In order to ensure optimum cleanability of the surfaces of machines and equipment, they must fulfil certain requirements.
Edit intent: fluency
Original:  However, no norm is currently in existence which describes a standardized AFM procedure.
Revised:  However, no norm is currently in existence which describes a standardised AFM procedure.
Edit intent: fluency
Original: Club career 1992-1997 MC Alger 1997-2002 JS Kabylie 2002-2003 NA Hussein Dey 2003-2005 USM Alger 2005-2006 JSM Béjaïa 2006-2006 MC Oran 2006-pres.
Revised: Club career 1992-1997 MC Alger 1997-2002 JS Kabylie 2002-2003 NA Hussein Dey 2003-2005 USM Alger 2005-2006 JSM Béjaïa 2006-2006 MC Oran 2006-
Edit intent: coherence
Original: This is a Featured article, which represents some of the best content on English Wikipedia.
Edit intent: coherence
Original:  This is a Featured article, which represents some of the best content on English Wikipedia.
Edit intent: coherence
Original: Palwankar Ganpat was an Indian cricketer and brother of the famous Dalit cricketers Palwankar Baloo, Palwankar Shivram and Palwankar Vithal.
Revised: Palwankar Ganpat was an Indian cricketer and brother of the notable Dalit cricketers Palwankar Baloo, Palwankar Shivram and Palwankar Vithal.
Edit intent: clarity
Original: Palwankar Ganpat was an Indian cricketer and brother of the notable Dalit cricketers Palwankar Baloo, Palwankar Shivram and Palwankar Vithal.
Revised: Palwankar Ganpat was an Indian first-class cricketer. He was the brother of the notable Dalit cricketers Palwankar Baloo, Palwankar Shivram and Palwankar Vithal.
Edit intent: coherence
Original:  Like his brothers, Ganpat played for several clubs and the Hindus team in the Bombay Quadrangular competition.  
Revised:  Like his brothers, Ganpat played for several clubs including the Hindus team in the Bombay Quadrangular competition. 
Edit intent: clarity
Original:  He was the brother of the notable Dalit cricketers Palwankar Baloo, Palwankar Shivram and Palwankar Vithal.
Revised:  He was the brother of the notable cricketers Palwankar Baloo, Palwankar Shivram and Palwankar Vithal.
Edit intent: clarity
Original: Jan Willem Spruyt ( Uithoorn, Netherlands, 4 July 1826  – Inanda, Natal, 8 September 1908  ), also known as Jan Willem Spruijt and Jan Willem Landskroon Spruijt (birthname), was a South African civil servant, lawyer and statesman of Dutch descent.
Revised: Jan Willem Spruyt ( 4 July 1826 – Inanda, Natal, 8 September 1908 ), also known as Jan Willem Spruijt and Jan Willem Landskroon Spruijt (birthname), was a South African civil servant, lawyer and statesman of Dutch descent.
Edit intent: coherence
Original: Jan Willem Spruyt ( Uithoorn, Netherlands, 4 July 1826  – Inanda, Natal, 8 September 1908  ), also known as Jan Willem Spruijt and Jan Willem Landskroon Spruijt (birthname), was a South African civil servant, lawyer and statesman of Dutch descent.
Revised: Jan Willem Spruyt ( Uithoorn, Netherlands, 4 July 1826 – 8 September 1908 ), also known as Jan Willem Spruijt and Jan Willem Landskroon Spruijt (birthname), was a South African civil servant, lawyer and statesman of Dutch descent.
Edit intent: coherence
Original: Family Spruyt married in Bloemfontein on 31 December 1856 with Elizabeth Emma Hanger ( 1826-1918 ), originating from Peddie in the Cape Colony.
Revised: Family Spruyt married in Bloemfontein on 31 December 1856 with Elizabeth Emma Hanger ( 1826–1918 ), originating from Peddie in the Cape Colony.
Edit intent: fluency
Original: Jan Willem Spruyt (4 July 1826 in Uithoorn, Netherlands – 8 September 1908 in Inanda, Natal ), also known as Jan Willem Spruijt and Jan Willem Landskroon Spruijt (birthname), was a South African civil servant, lawyer and statesman of Dutch descent.
Revised: Jan Willem Spruyt (4 July 1826 – 8 September 1908 in Inanda, Natal ), also known as Jan Willem Spruijt and Jan Willem Landskroon Spruijt (birthname), was a South African civil servant, lawyer and statesman of Dutch descent.
Edit intent: coherence
Original: Jan Willem Spruyt (4 July 1826 in Uithoorn, Netherlands – 8 September 1908 in Inanda, Natal ), also known as Jan Willem Spruijt and Jan Willem Landskroon Spruijt (birthname), was a South African civil servant, lawyer and statesman of Dutch descent.
Revised: Jan Willem Spruyt (4 July 1826 in Uithoorn, Netherlands – 8 September 1908 ), also known as Jan Willem Spruijt and Jan Willem Landskroon Spruijt (birthname), was a South African civil servant, lawyer and statesman of Dutch descent.
Edit intent: coherence
Original: Yobo in 2008 Adaeze Yobo (born Adaeze Stephanie Chinenye Igwe) is the Most Beautiful Girl in Nigeria 2008 and represented Nigeria at the Miss World 2008.
Revised:  Adaeze Yobo (born Adaeze Stephanie Chinenye Igwe) is the Most Beautiful Girl in Nigeria 2008 and represented Nigeria at the Miss World 2008.
Edit intent: coherence
Original:  Tinnitus is described as the perception of sound in the ears when there are no external sound factors, it presents itself as a buzzing, ringing or swishing effect.
Revised:  Tinnitus is described as the perception of sound in the ears when no external sound factors, it presents itself as a buzzing, ringing or swishing effect.
Edit intent: clarity
Original:  TRT thereby uses habituation to begin and return to previous levels of perception , this is because habituation is a form of counselling which is direct and occurs in a series sequence based on each individual client.
Revised:  TRT thereby uses habituation to begin and return to previous levels of perception 
Edit intent: coherence
Original:  There is no evidence that Tinnitus Retraining Therapy or any other therapy can reduce or eliminate tinnitus but they serve as management strategies .
Revised:  There is no evidence that Tinnitus Retraining Therapy or any other therapy can reduce or eliminate tinnitus .
Edit intent: coherence
Original:  Applicability Not everyone who experiences tinnitus is significantly bothered by it ( ) . However, some of the problems caused by tinnitus include annoyance, anxiety, panic, and loss of sleep and/or concentration.
Revised:  Applicability Not everyone who experiences tinnitus is significantly bothered by it . However, some of the problems caused by tinnitus include annoyance, anxiety, panic, and loss of sleep and/or concentration.
Edit intent: coherence
Original: Research Sound therapy for tinnitus may be more effective if the sound is patterned (i.e. varying in frequency or amplitude) rather than static.
Revised: Bh No==Research== Sound therapy for tinnitus may be more effective if the sound is patterned (i.e. varying in frequency or amplitude) rather than static.
Edit intent: coherence
Original: The goal of TRT is management of the reaction to tinnitus, thereby allowing habituation to begin and return to previous levels of perception There is no evidence that Tinnitus Retraining Therapy or any other therapy can reduce or eliminate tinnitus.
Revised: The goal of TRT is management of the reaction to tinnitus, thereby allowing habituation to begin and return to previous levels of perception 
Edit intent: coherence
Original: There are few available studies, (untrue) but most show that tinnitus naturally declines over time (years) in a large proportion of subjects surveyed, without any treatment.
Revised: There are few available studies, but most show that tinnitus naturally declines over time (years) in a large proportion of subjects surveyed, without any treatment.
Edit intent: coherence
Original: Fluorescence for assessing protein location and function Fluorophores and techniques to tag proteins Organisms are composed of cells that, in turn, are composed of macromolecules , e.g. proteins, ribosomes, etc.
Revised:  Fluorophores and techniques to tag proteins Organisms are composed of cells that, in turn, are composed of macromolecules , e.g. proteins, ribosomes, etc.
Edit intent: clarity
Original:  In the past decade , the discovery of green fluorescent protein (GFP) , by Roger Y. Tsien  , hybrid systems and quantum dots have enabled assessing protein location and function more precisely.
Revised:  In the past decade , the discovery of green fluorescent protein (GFP) by Roger Y. Tsien , hybrid systems and quantum dots have enabled assessing protein location and function more precisely.
Edit intent: fluency
Original:  Small organic dyes usually are less than 1 kD , and have been modified to increase photostability , enhance brightness, and reduce self-quenching.
Revised:  Small organic dyes usually are less than 1 kD , and have been modified to increase photostability and brightness, and reduce self-quenching.
Edit intent: clarity
Original:  Quantum dots have very sharp wavelength , high molar absorptivity and quantum yield.
Revised:  Quantum dots have very sharp wavelengths , high molar absorptivity and quantum yield.
Edit intent: fluency
Original:  Green fluorescent proteins are genetically encoded and can be covalently fused to your protein of interest.
Revised:  Green fluorescent proteins are genetically encoded and can be fused to your protein of interest.
Edit intent: clarity
Original:  A more developed genetic tagging technique is the tetracysteine biarsenical system, which requires modification of the targeted sequence that includes four cysteines, which binds membrane-permeable biarsenical molecules, the green and the red dyes "FlAsH" and "ReAsH", with picomolar affinity.
Revised:  Another genetic tagging technique is the tetracysteine biarsenical system, which requires modification of the targeted sequence that includes four cysteines, which binds membrane-permeable biarsenical molecules, the green and the red dyes "FlAsH" and "ReAsH", with picomolar affinity.
Edit intent: clarity
Original:  Protein dynamics Fluorescent techniques have been used assess a number of protein dynamics including protein tracking, conformational changes, protein–protein interactions, protein synthesis and turnover, and enzyme activity, among others.
Revised:  Fluorescent techniques have been used assess a number of protein dynamics including protein tracking, conformational changes, protein–protein interactions, protein synthesis and turnover, and enzyme activity, among others.
Edit intent: fluency
Original:  One of the best ways to detect conformational changes in proteins is to sandwich said protein between two fluorophores . FRET will respond to internal conformational changes result from reorientation of the fluorophore with respect to the other.
Revised:  One of the best ways to detect conformational changes in proteins is to label the protein of interest with two fluorophores within close proximity . FRET will respond to internal conformational changes result from reorientation of the fluorophore with respect to the other.
Edit intent: clarity
Original:  One of the best ways to detect conformational changes in proteins is to sandwich said protein between two fluorophores . FRET will respond to internal conformational changes result from reorientation of the fluorophore with respect to the other.
Revised:  One of the best ways to detect conformational changes in proteins is to sandwich said protein between two fluorophores . FRET will respond to internal conformational changes result from reorientation of one fluorophore with respect to the other.
Edit intent: clarity
Original:  Dumbrepatil sandwiched an estrogen receptor between a CFP (cyan fluorescent protein) and a YFP (yellow fluorescent protein) to study conformational changes of the receptor upon binding of a ligand.
Edit intent: coherence
Original:  One can also use fluorescence to see endogenous enzyme activity, typically by using a quenched activity based proteomics (qABP).
Revised:  One can also use fluorescence to visualize enzyme activity, typically by using a quenched activity based proteomics (qABP).
Edit intent: clarity
Original:  Covalent binding of a qABP to the active site of the targeted enzyme will provide direct evidence concerning if the enzyme is responsible for the signal upon release of the quencher and regain of fluorescence .
Revised:  Covalent binding of a qABP to the active site of the targeted enzyme will provide direct evidence concerning if the enzyme is responsible for the signal upon release of the quencher and regain of fluorescence 
Edit intent: fluency
Original:  The unique combination of high spatial and temporal resolution, nondestructive compatibility with living cells and organisms, and molecular specificity insure that fluorescence techniques will remain central in the analysis of protein networks and systems biology .
Revised:  .
Edit intent: clarity
Original: Discovery of biomolecules through metagenomics The advances in modern sequencing technologies in the late 1990s allowed scientists to investigate DNA of communities of organisms in their natural environments , so-called "eDNA"  , without culturing individual species in the lab.
Revised: Discovery of biomolecules through metagenomics The advances in modern sequencing technologies in the late 1990s allowed scientists to investigate DNA of communities of organisms in their natural environments ( "eDNA" , without culturing individual species in the lab.
Edit intent: clarity
Original: Discovery of biomolecules through metagenomics The advances in modern sequencing technologies in the late 1990s allowed scientists to investigate DNA of communities of organisms in their natural environments , so-called "eDNA"  , without culturing individual species in the lab.
Revised: Discovery of biomolecules through metagenomics The advances in modern sequencing technologies in the late 1990s allowed scientists to investigate DNA of communities of organisms in their natural environments , so-called "eDNA" ) , without culturing individual species in the lab.
Edit intent: fluency
Original:  These sources of eDNA include , but are not limited to, soils, ocean, subsurface, hot springs, hydrothermal vents, polar ice caps, hypersaline habitats, and extreme pH environments.
Revised:  Sources of eDNA include , but are not limited to, soils, ocean, subsurface, hot springs, hydrothermal vents, polar ice caps, hypersaline habitats, and extreme pH environments.
Edit intent: clarity
Original:  These sources of eDNA include , but are not limited to, soils, ocean, subsurface, hot springs, hydrothermal vents, polar ice caps, hypersaline habitats, and extreme pH environments.
Revised:  These sources of eDNA include soils, ocean, subsurface, hot springs, hydrothermal vents, polar ice caps, hypersaline habitats, and extreme pH environments.
Edit intent: coherence
Original:  Of the many applications of metagenomics, chemical biologists and microbiologists such as Jo Handelsman, Jon Clardy, and Robert M. Goodman who are pioneers of metagenomics , explored metagenomic approaches toward the discovery of biologically active molecules such as antibiotics.
Revised:  Of the many applications of metagenomics, researchers such as Jo Handelsman, Jon Clardy, and Robert M. Goodman who are pioneers of metagenomics , explored metagenomic approaches toward the discovery of biologically active molecules such as antibiotics.
Edit intent: clarity
Original:  Of the many applications of metagenomics, chemical biologists and microbiologists such as Jo Handelsman, Jon Clardy, and Robert M. Goodman who are pioneers of metagenomics , explored metagenomic approaches toward the discovery of biologically active molecules such as antibiotics.
Revised:  Of the many applications of metagenomics, chemical biologists and microbiologists such as Jo Handelsman, Jon Clardy, and Robert M. Goodman , explored metagenomic approaches toward the discovery of biologically active molecules such as antibiotics.
Edit intent: coherence
Original:  Functional metagenomic studies enable scientists to discover novel genes that encode biologically active molecules.
Revised:  Functional metagenomic studies enable the discovery of novel genes that encode biologically active molecules.
Edit intent: clarity
Original:  Substrate-induced gene expression screening (SIGEX), a method to screen for the expression of genes that are induced by chemical compounds, has also been used to search  genes with specific functions.
Revised:  Substrate-induced gene expression screening (SIGEX), a method to screen for the expression of genes that are induced by chemical compounds, has also been used to search for genes with specific functions.
Edit intent: fluency
Original:  In contrast, homology metagenomic studies led to a faster discovery of genes that have homologous sequences as the previously known genes that are responsible for the biosynthesis of biologically active molecules.
Revised:  Homology-based metagenomic studies have led to a faster discovery of genes that have homologous sequences as the previously known genes that are responsible for the biosynthesis of biologically active molecules.
Edit intent: clarity