wanyu/IteraTeR_v2 huggingface dataset:
Original:   Endosporic megagametophyte evolution directly correlates with endosporic microgametophytes, which are extremely reduced,  and release flagellated sperm after their complete development and production of the antheridia within the spore wall.
Revised:  Endosporic megagametophyte evolution directly correlates with endosporic microgametophytes, which are extremely reduced, 7 and release flagellated sperm after their complete development and production of the antheridia within the spore wall.
Edit intent: fluency
Original:  Transition from exosporic to [  endosporic megagametophytes increased the ability to store metabolites, lengthening the time a spore could live without water and the ability to populate new and disturbed habitats.
Revised:  Transition from exosporic to [ resulting in endosporic megagametophytes increased the ability to store metabolites, lengthening the time a spore could live without water and the ability to populate new and disturbed habitats.
Edit intent: clarity
Original:  5 In tracheophytes specifically, endospory and heterospory may have evolved separately a number of times.
Revised:  In tracheophytes specifically, endospory and heterospory may have evolved separately a number of times.
Edit intent: fluency
Original:  6 It has been suggested that heterospory and endospory may be adaptively linked, but with independent developmental control.
Revised:  It has been suggested that heterospory and endospory may be adaptively linked, but with independent developmental control.
Edit intent: fluency
Original:  5 Phylogenetic inference of hornworts demonstrates that endospory is homoplastic.
Revised:  Phylogenetic inference of hornworts demonstrates that endospory is homoplastic.
Edit intent: coherence
Original:  6 +ClassOrderEndospory presentLycopsida (Clubmosses)SelaginalesYesAnthocerotopsida (Hornworts)DendrocerotalesYesSphenopsida (Horsetails)EquisetalesYesPteropsida (Ferns)UnknownPolypodiopsida (Ferns)SalvinalesYesMarsilealesYesFilicales (Platyzoma)NoGymnospermopsidia Seed Plants Yes Endosporic gametophytes Endosporic megagametophytes extend only rhizoids and the archegonium from the spore wall, they often lack chlorophyll, 1 and they do not acquire nutrients from the soil.
Revised:  +ClassOrderEndospory presentLycopsida (Clubmosses)SelaginalesYesAnthocerotopsida (Hornworts)DendrocerotalesYesSphenopsida (Horsetails)EquisetalesYesPteropsida (Ferns)UnknownPolypodiopsida (Ferns)SalvinalesYesMarsilealesYesFilicales (Platyzoma)NoGymnospermopsidia Seed Plants Yes Endosporic gametophytes Endosporic megagametophytes extend only rhizoids and the archegonium from the spore wall, they often lack chlorophyll, 1 and they do not acquire nutrients from the soil.
Edit intent: fluency
Original:  6 +ClassOrderEndospory presentLycopsida (Clubmosses)SelaginalesYesAnthocerotopsida (Hornworts)DendrocerotalesYesSphenopsida (Horsetails)EquisetalesYesPteropsida (Ferns)UnknownPolypodiopsida (Ferns)SalvinalesYesMarsilealesYesFilicales (Platyzoma)NoGymnospermopsidia Seed Plants Yes Endosporic gametophytes Endosporic megagametophytes extend only rhizoids and the archegonium from the spore wall, they often lack chlorophyll, 1 and they do not acquire nutrients from the soil.
Revised:  6 +ClassOrderEndospory presentLycopsida (Clubmosses)SelaginalesYesAnthocerotopsida (Hornworts)DendrocerotalesYesSphenopsida (Horsetails)EquisetalesYesPteropsida (Ferns)UnknownPolypodiopsida (Ferns)SalvinalesYesMarsilealesYesFilicales (Platyzoma)NoGymnospermopsidia Seed Plants Yes Endosporic gametophytes Endosporic megagametophytes extend only rhizoids and the archegonium from the spore wall, they often lack chlorophyll, and they do not acquire nutrients from the soil.
Edit intent: fluency
Original:  5 Endosporic megagametophyte evolution directly correlates with endosporic microgametophytes, which are extremely reduced, 7 and release flagellated sperm after their complete development and production of the antheridia within the spore wall.
Revised:  Endosporic megagametophyte evolution directly correlates with endosporic microgametophytes, which are extremely reduced, 7 and release flagellated sperm after their complete development and production of the antheridia within the spore wall.
Edit intent: fluency
Original:  5 Endosporic megagametophyte evolution directly correlates with endosporic microgametophytes, which are extremely reduced, 7 and release flagellated sperm after their complete development and production of the antheridia within the spore wall.
Revised:  5 Endosporic megagametophyte evolution directly correlates with endosporic microgametophytes, which are extremely reduced, and release flagellated sperm after their complete development and production of the antheridia within the spore wall.
Edit intent: fluency
Original:  1 Evolutionary benefits During gametophyte development, endosporic gametophytes are dependent on their sporophyte parent.
Revised:  Evolutionary benefits During gametophyte development, endosporic gametophytes are dependent on their sporophyte parent.
Edit intent: coherence
Original:  1 5 The retention of gametophytes within the spore wall additionally provided advantages for selection in ecological settings after fertilization.
Revised:  5 The retention of gametophytes within the spore wall additionally provided advantages for selection in ecological settings after fertilization.
Edit intent: clarity
Original:  1 5 The retention of gametophytes within the spore wall additionally provided advantages for selection in ecological settings after fertilization.
Revised:  1 The retention of gametophytes within the spore wall additionally provided advantages for selection in ecological settings after fertilization.
Edit intent: fluency
Original:  1 Ecological benefits The development of gametophytes within spore walls provided improvements in sexual function as well as protection from harsh conditions 1 . Nutrient dependence during gametophyte growth is fully supplied by the spore wall, 4 resulting in endosporic megagametophytes increased the ability to store metabolites, lengthening the time a spore could live without water and the ability to populate new and disturbed habitats. 
Revised:  Ecological benefits The development of gametophytes within spore walls provided improvements in sexual function as well as protection from harsh conditions 1 . Nutrient dependence during gametophyte growth is fully supplied by the spore wall, 4 resulting in endosporic megagametophytes increased the ability to store metabolites, lengthening the time a spore could live without water and the ability to populate new and disturbed habitats. 
Edit intent: fluency
Original:  1 Ecological benefits The development of gametophytes within spore walls provided improvements in sexual function as well as protection from harsh conditions 1 . Nutrient dependence during gametophyte growth is fully supplied by the spore wall, 4 resulting in endosporic megagametophytes increased the ability to store metabolites, lengthening the time a spore could live without water and the ability to populate new and disturbed habitats. 
Revised:  1 Ecological benefits The development of gametophytes within spore walls provided improvements in sexual function as well as protection from harsh conditions . Nutrient dependence during gametophyte growth is fully supplied by the spore wall, 4 resulting in endosporic megagametophytes increased the ability to store metabolites, lengthening the time a spore could live without water and the ability to populate new and disturbed habitats. 
Edit intent: fluency
Original:  1 Ecological benefits The development of gametophytes within spore walls provided improvements in sexual function as well as protection from harsh conditions 1 . Nutrient dependence during gametophyte growth is fully supplied by the spore wall, 4 resulting in endosporic megagametophytes increased the ability to store metabolites, lengthening the time a spore could live without water and the ability to populate new and disturbed habitats. 
Revised:  1 Ecological benefits The development of gametophytes within spore walls provided improvements in sexual function as well as protection from harsh conditions 1 . Nutrient dependence during gametophyte growth is fully supplied by the spore wall, resulting in endosporic megagametophytes increased the ability to store metabolites, lengthening the time a spore could live without water and the ability to populate new and disturbed habitats. 
Edit intent: coherence
Original:  1 Ecological benefits The development of gametophytes within spore walls provided improvements in sexual function as well as protection from harsh conditions 1 . Nutrient dependence during gametophyte growth is fully supplied by the spore wall, 4 resulting in endosporic megagametophytes increased the ability to store metabolites, lengthening the time a spore could live without water and the ability to populate new and disturbed habitats. 
Revised:  1 Ecological benefits The development of gametophytes within spore walls provided improvements in sexual function as well as protection from harsh conditions 1 . Nutrient dependence during gametophyte growth is fully supplied by the spore wall, 4 resulting in endosporic megagametophytes increased the ability to store metabolites, lengthening the time a spore could live without water and the ability to populate new and disturbed habitats. Reference
Edit intent: coherence
Original:  + ClassOrderEndospory presentLycopsida (Clubmosses)SelaginalesYesAnthocerotopsida (Hornworts)DendrocerotalesYesSphenopsida (Horsetails)EquisetalesYesPteropsida (Ferns)UnknownPolypodiopsida (Ferns)SalvinalesYesMarsilealesYesFilicales (Platyzoma)NoGymnospermopsidia Seed Plants Yes The retention of gametophytes within the spore wall additionally provided advantages for selection in ecological settings after fertilization.
Revised:  + Select extant classes exhibiting endosporyClassOrderEndospory presentLycopsida (Clubmosses)SelaginalesYesAnthocerotopsida (Hornworts)DendrocerotalesYesSphenopsida (Horsetails)EquisetalesYesPteropsida (Ferns)UnknownPolypodiopsida (Ferns)SalvinalesYesMarsilealesYesFilicales (Platyzoma)NoGymnospermopsidia Seed Plants Yes The retention of gametophytes within the spore wall additionally provided advantages for selection in ecological settings after fertilization.
Edit intent: clarity
Original:  The support provided by the spore wall, which was similar but not as advanced as an ovule, increased reproductive success allowing for strong selective advantages during competition.
Revised:  The support provided by the spore wall, which is similar but not as advanced as an ovule, increased reproductive success allowing for strong selective advantages during competition.
Edit intent: fluency
Original: Endospory Endospory in plants is the retention and development of gametophytes, partially or entirely, within the spore wall .
Revised: Endospory in plants is the retention and development of gametophytes, partially or entirely, within the spore wall .
Edit intent: fluency
Original: Endospory Endospory in plants is the retention and development of gametophytes, partially or entirely, within the spore wall .
Revised: Endospory Endospory in plants is the retention and development of gametophytes, partially or entirely, within the walls of the generative spore .
Edit intent: clarity
Original:  Origin of endospory There is debate as to whether endospory or heterospory evolved first.
Revised:  Origin There is debate as to whether endospory or heterospory evolved first.
Edit intent: clarity
Original: Applications of dOFM include ex-vivo studies with tissue explants and preclinical and clinical in vivo studies. alt=Linear aOFM/dOFM probe|none|Figure 3: Linear aOFM/dOFM probe Adipose OFM (aOFM) aOFM (Figure 3) allows continuous on-line monitoring of metabolic processes in the subcutaneous adipose tissue, e.g. glucose and lactate,F.
Revised: Applications of dOFM include ex vivo studies with tissue explants and preclinical and clinical in vivo studies. alt=Linear aOFM/dOFM probe|none|Figure 3: Linear aOFM/dOFM probe Adipose OFM (aOFM) aOFM (Figure 3) allows continuous on-line monitoring of metabolic processes in the subcutaneous adipose tissue, e.g. glucose and lactate,F.
Edit intent: fluency
Original:  Applications of aOFM include ex-vivo studies with tissue explants and preclinical and clinical in vivo studies.
Revised:  Applications of aOFM include ex vivo studies with tissue explants and preclinical and clinical in vivo studies.
Edit intent: fluency
Original:  Clin Pharmacokinet Internet%DIFDELCMD < ]%%% . 2017 Jan;56(1):99.
Revised:  Clin Pharmacokinet %DIFDELCMD < ]%%% . 2017 Jan;56(1):99.
Edit intent: fluency
Original:  10%DIFDELCMD < ]%%% Bodenlenz M, Höfferer C, Magnes C, Schaller-Ammann R, Schaupp L, Feichtner F, et al.
Revised:  %DIFDELCMD < ]%%% Bodenlenz M, Höfferer C, Magnes C, Schaller-Ammann R, Schaupp L, Feichtner F, et al.
Edit intent: fluency
Original: Research interests Lobo-Guerrero is a scholar in the field of International Relations with a specific interest in post-structuralist thought, history of early modern science, historical epistemology, and geopolitics.
Revised: Research interests Lobo-Guerrero has worked mainly in the field of International Relations with a specific interest in post-structuralist thought, history of early modern science, historical epistemology, and geopolitics.
Edit intent: clarity
Original:  He has worked on the politics of international security , specifically focussing on the role of insurance as a technology for governing uncertainty.
Revised:  He has worked on the politics of international security focussing on the role of insurance as a technology for governing uncertainty.
Edit intent: coherence
Original:  In 1971, he was nominated to contest an interim election caused by the death of his father, who had been elected from that constituency.
Edit intent: coherence
Original:  He became a Member of the Lok Sabha in 1971 and was elected the first time as an independent candidate supported by the CPI(M).
Revised:  He became a Member of the Lok Sabha in 1971 when he was elected the first time as an independent candidate supported by the CPI(M).
Edit intent: clarity
Original:  He was the second pro tem Speaker after Ganesh Vasudev Malvankar to achieve this feat.
Revised:  He was the second pro tem Speaker after Ganesh Vasudev Mavlankar to achieve this feat.
Edit intent: fluency
Original: Expulsion from the CPI (M) After the CPI (M) withdrew its support for the United Progressive Alliance-led government in mid-2008 , the party included Chatterjee's name on its list of MPs who were withdrawing their support from the government, despite his non-partisan position as Speaker.
Revised: Expulsion from the CPI (M) After the CPI (M) withdrew its support for the United Progressive Alliance-led government in 2008 , the party included Chatterjee's name on its list of MPs who were withdrawing their support from the government, despite his non-partisan position as Speaker.
Edit intent: clarity
Original: Expulsion from the CPI (M) After the CPI (M) withdrew its support for the United Progressive Alliance-led government in 2008, the party included Chatterjee's name on its list of MPs who were withdrawing their support from the government, despite his non-partisan position as Speaker.
Revised: Expulsion from the CPI (M) After the CPI (M) withdrew its support for the UPA-led government in 2008, the party included Chatterjee's name on its list of MPs who were withdrawing their support from the government, despite his non-partisan position as Speaker.
Edit intent: style
Original:  While working there one of his favourites was the planner Mrs Subarna Pandit
Edit intent: coherence
Original:  He was called to the bar from the Middle Temple in London and took up legal practice as an advocate at the Calcutta High Court before joining active politics.
Revised:  He was called to the bar from the Middle Temple in London and took up legal practice as an advocate at the Calcutta High Court before entering active politics.
Edit intent: clarity
Original:  Following the 2004 election, he was appointed as the pro tem speaker and subsequently on 4 June 2004 he was unanimously elected as the Speaker of the 14th Lok Sabha.
Revised:  Following the 2004 election, he was appointed the pro tem speaker and subsequently on 4 June 2004 he was unanimously elected as the Speaker of the 14th Lok Sabha.
Edit intent: fluency
Original:  He was the second pro tem Speaker after Ganesh Vasudev Mavlankar to achieve this feat.
Revised:  He was the second pro tem Speaker after Ganesh Vasudev Mavalankar to achieve this feat.
Edit intent: fluency
Original:  His family asked the Communist party leaders to leave his Funeral and refused to allow his body to be draped by the party flag.
Revised:  His family asked the Communist party leaders to leave his funeral and refused to allow his body to be draped by the party flag.
Edit intent: fluency
Original:  URL Subsequently, he was re-elected nine times, except once when he lost to Mamata Banerjee in the Jadavpur Lok Sabha constituency in 1984.
Revised:  Subsequently, he was re-elected nine times, except once when he lost to Mamata Banerjee in the Jadavpur Lok Sabha constituency in 1984.
Edit intent: fluency
Original: Mustapha El Fekkak (b. Imintanout 1986), also known as Mustapha Swinga, is a Moroccan YouTuber and businessman, known for his program "Aji Tfhem " (come to understand) in Moroccan Darija.
Revised: Mustapha El Fekkak (b. Imintanout 1986), also known as Mustapha Swinga, is a Moroccan YouTuber and businessman, known for his program "Aji Tfham " (come to understand) in Moroccan Darija.
Edit intent: clarity
Original:  He then created his own company ArtCoustic which provides animations for customers, such as banks and companies, as well as consultation in matters of communication.
Revised:  He then co-founded the company ArtCoustic which provides animations for customers, such as banks and companies, as well as consultation in matters of communication.
Edit intent: clarity
Original: Mustapha El Fekkak (b. Imintanout 1986), also known as Mustapha Swinga, is a Moroccan YouTuber and businessman,  known for his program "Aji Tfham" (come to understand) in Moroccan Darija.
Revised: Mustapha El Fekkak (b. Imintanout 1986), also known as Mustapha Swinga, is a Moroccan YouTuber and businessman, mostly known for his program "Aji Tfham" (come to understand) in Moroccan Darija.
Edit intent: coherence
Original:  He then co-founded the company ArtCoustic which provides animations for customers, such as banks and companies, as well as consultation in matters of communication    .
Revised:  He then co-founded the company ArtCoustic which provides animations for customers, such as banks and companies, as well as consultation in matters of communication . .
Edit intent: fluency
Original:  He then co-founded the company ArtCoustic which provides animations for customers, such as banks and companies, as well as consultation in matters of communication    .
Revised:  He then co-founded the company ArtCoustic which provides animations for customers, such as banks and companies, as well as consultation in matters of communication Work .
Edit intent: fluency
Original: Mustapha El Fekkak (b. Imintanout 1986), also known as Mustapha Swinga, is a Moroccan YouTuber and businessman, mostly known for his program "Aji Tfham" (come to understand) in Moroccan Darija.
Revised: Mustapha El Fekkak (b. Imintanoute 1986), also known as Mustapha Swinga, is a Moroccan YouTuber and businessman, mostly known for his program "Aji Tfham" (come to understand) in Moroccan Darija.
Edit intent: fluency
Original:  Mustapha Swinga was born in Imintanout , Morocco, in 1986.
Revised:  Mustapha Swinga was born in Imintanoute , Morocco, in 1986.
Edit intent: fluency
Original:  Rajput ladies also used similar royal gowns with minor alterations like a slit in the open and a petticoat below the outer garment .
Revised:  Rajput ladies also used similar royal gowns with minor alterations like a slit in the open and a petticoat below the outer garment 
Edit intent: fluency
Original:  There was an opening between allowing a glimpse of the bosoms.
Revised:  There was an opening in between the fastened area allowing a glimpse of the bosoms.
Edit intent: clarity
Original:  also known as the Battle of Sindhuli Gadhi , Kinloch Expedition, and Kinloch's invasion of Nepal ) was fought on 6 November 1767 near Sindhuli Gadhi.
Revised:  also known as the Battle of Sindhuli Gadhi ) was fought on 6 November 1767 near Sindhuli Gadhi.
Edit intent: coherence
Original:  In 1739, King Nara Bhupal Shah, launched a attack on Nuwakot, a territory controlled by Malla kings and Gorkhalis lost the war.
Revised:  In 1739, King Nara Bhupal Shah, launched an attack on Nuwakot, a territory controlled by Malla kings and Gorkhalis lost the war.
Edit intent: fluency
Original: Paola Soriga, A Roma etiopi ed eritrei si riscoprono fratelli, Internazionale, April 3 , 2016 (in Italian)
Revised: Paola Soriga, A Roma etiopi ed eritrei si riscoprono fratelli, Internazionale, 3 , 2016 (in Italian)
Edit intent: coherence
Original:  There is also a small number of Ethiopians in Sicily.
Edit intent: coherence
Original:   Early students of Dorn, like Helmuth Koch (who coined the name Dornmethode), Hildegard Steinhauser, and Harald Fleig, started to teach the method in the 1990s, enabling its use to spread in Germany, Austria and Switzerland.
Revised:  URL Early students of Dorn, like Helmuth Koch (who coined the name Dornmethode), Hildegard Steinhauser, and Harald Fleig, started to teach the method in the 1990s, enabling its use to spread in Germany, Austria and Switzerland.
Edit intent: fluency
Original:  URL Early students of Dorn, like Helmuth Koch (who coined the name Dornmethode), Hildegard Steinhauser, and Harald Fleig, started to teach the method in the 1990s, enabling its use to spread in Germany, Austria and Switzerland.
Revised:  Early students of Dorn, like Helmuth Koch (who coined the name Dornmethode), Hildegard Steinhauser, and Harald Fleig, started to teach the method in the 1990s, enabling its use to spread in Germany, Austria and Switzerland.
Edit intent: fluency
Original: Critics The Dorn Method is not accepted by mainstream medicine due to the lack of independent scientific research.
Revised: Critics The Dorn method is not accepted by mainstream medicine due to the lack of independent scientific research.
Edit intent: fluency
Original:  The Dorn Method ’s short learning period, usually done in weekend workshops, is often regarded as insufficient from the medical profession and many claims made by Dorn Method Practitioners are incompatible with anatomical and physiological science.
Revised:  The Dorn method ’s short learning period, usually done in weekend workshops, is often regarded as insufficient from the medical profession and many claims made by Dorn Method Practitioners are incompatible with anatomical and physiological science.
Edit intent: fluency
Original:  The Dorn Method ’s short learning period, usually done in weekend workshops, is often regarded as insufficient from the medical profession and many claims made by Dorn Method Practitioners are incompatible with anatomical and physiological science.
Revised:  The Dorn Method ’s short learning period, usually done in weekend workshops, is often regarded as insufficient from the medical profession and many claims made by Dorn method practitioners are incompatible with anatomical and physiological science.
Edit intent: fluency
Original:  Research was done to study the effect of the Dorn therapy on Tinnitus patients, with the authors claiming that Dorn therapy should be part of Tinnitus treatment.
Revised:  Research was done to study the effect of the Dorn therapy on tinnitus patients, with the authors claiming that Dorn therapy should be part of Tinnitus treatment.
Edit intent: fluency
Original:  Research was done to study the effect of the Dorn therapy on Tinnitus patients, with the authors claiming that Dorn therapy should be part of Tinnitus treatment.
Revised:  Research was done to study the effect of the Dorn therapy on Tinnitus patients, with the authors claiming that Dorn therapy should be part of tinnitus treatment.
Edit intent: fluency