wanyu/IteraTeR_v2 huggingface dataset:
Original:  In addition, animals studies have suggested that early life exercise can reduce the risk of developing metabolic diseases in adulthood.
Revised:  In addition, studies have suggested that early life exercise can reduce the risk of developing metabolic diseases in adulthood.
Edit intent: clarity
Original:  Beef, green vegetables  and whole dairy can then have a beneficial effect because they are unprocessed compared to processed foods.
Revised:  Beef, green vegetables , and whole dairy can then have a beneficial effect because they are unprocessed compared to processed foods.
Edit intent: fluency
Original:  Beef, green vegetables  and whole dairy can then have a beneficial effect because they are unprocessed compared to processed foods.
Revised:  Beef, green vegetables and whole dairy can be beneficial because they are unprocessed compared to processed foods.
Edit intent: clarity
Original:  It can be critical for the patients health to receive primary prevention and identify early symptoms of these non communicable disease.
Revised:  URL can be critical for the patients health to receive primary prevention and identify early symptoms of these non communicable disease.
Edit intent: fluency
Original:  URL can be critical for the patients health to receive primary prevention and identify early symptoms of these non communicable disease.
Revised:  It can be critical for the patients health to receive primary prevention and identify early symptoms of these non communicable disease.
Edit intent: fluency
Original:   }} Obesity can be prevented through a well balanced lifestyle through healthy eating and exercise.
Revised:  <ref> }} Obesity can be prevented through a well balanced lifestyle through healthy eating and exercise.
Edit intent: coherence
Original:   }} Obesity can be prevented through a well balanced lifestyle through healthy eating and exercise.
Revised:  }}</ref> Obesity can be prevented through a well balanced lifestyle through healthy eating and exercise.
Edit intent: coherence
Original:  Lifestyle diseases are non-communicable diseases.
Revised:  No diseases are non-communicable diseases.
Edit intent: clarity
Original:  No diseases are non-communicable diseases.
Revised:  These diseases are non-communicable diseases.
Edit intent: fluency
Original: Lifestyle diseases can be defined as diseases linked with ones lifestyle.
Revised: Lifestyle ummachi can be defined as diseases linked with ones lifestyle.
Edit intent: clarity
Original: Lifestyle ummachi can be defined as diseases linked with ones lifestyle.
Revised: Lifestyle diseases can be defined as diseases linked with ones lifestyle.
Edit intent: clarity
Original:  He sponsors third-world development projects and is the chairman of the board of the Grameen Foundation  .
Revised:  He is the chairman of the board of the Grameen Foundation .
Edit intent: clarity
Original: At the end of the last century, Maritz was the third highest-ranking executive behind Bill Gates and Steve Ballmer in the company's heyday's.
Edit intent: coherence
Original:  He received a B.Sc. in Computer Science from the University of Natal, and a B.Sc. (Hons) degree, also in Computer Science, from the University of Cape Town in 1977. , crunchbase.com
Revised:  He received a B.Sc. in Computer Science from the University of Natal, and a B.Sc. (Hons) degree, also in Computer Science, from the University of Cape Town in 1977. 
Edit intent: coherence
Original: After his resignation he announced , that he would stay the CEO of Pivotals and mentor other companies in which he has invested.
Revised: After his resignation he announced that he would stay the CEO of Pivotals and mentor other companies in which he has invested.
Edit intent: fluency
Original:  She s the first recorded ruler on Anjouan, as well as the first female one.
Revised:  She is the first recorded ruler on Anjouan, as well as the first female one.
Edit intent: fluency
Original:  External links URL References 
Revised:  References 
Edit intent: coherence
Original: Career Aiyappa, playing for Karnataka Lions in the inaugural season of the World Series Hockey  became the top scorer for the team and third overall , scoring 13 goals in 12 games.
Revised: Career Aiyappa, playing for Karnataka Lions in the inaugural season of the World Series Hockey , became the top scorer for the team and third overall , scoring 13 goals in 12 games.
Edit intent: fluency
Original: Career Aiyappa, playing for Karnataka Lions in the inaugural season of the World Series Hockey  became the top scorer for the team and third overall , scoring 13 goals in 12 games.
Revised: Career Aiyappa, playing for Karnataka Lions in the inaugural season of the World Series Hockey became the top scorer for the team and third overall by scoring 13 goals in 12 games.
Edit intent: coherence
Original:  The concept of the exposome and how to assess it has led to lively discussions with varied views.
Edit intent: coherence
Original:  As of 2016 it may not be possible to measure or model the full exposome, several European projects such as HELIX, EXPOsOMICS, and HEALS and the U.S. initiative HERCULES have started to make first attempts .
Revised:  As of 2016 it may not be possible to measure or model .
Edit intent: clarity
Original:  Chemical & Engineering News, Vol. 88, No. 33, pp. 42-44.
Revised:  Chemical & Engineering News, Vol. 88, No. 33, pp. 42–44.
Edit intent: fluency
Original:  Reports on the issue include: See also Envirome Public health Exposure science Epidemiology of cancer Occupational toxicology toxicology Epidemiology
Revised:  Reports on the issue include: See also Envirome Epidemiology Epidemiology of cancer Exposure science Occupational toxicology Public health Toxicology
Edit intent: fluency
Original: A second project, Exposomics, based at Imperial College London, launched in 2012, aimed to use smartphones utilizine GPS and environmental sensors to assess exposures.
Revised: A second project, Exposomics, based at Imperial College London, launched in 2012, aimed to use smartphones utilising GPS and environmental sensors to assess exposures.
Edit intent: fluency
Original:  The HELIX project at the Barcelona-based Centre for Research in Environmental Epidemiology was launched around 2014, and aimed to develop an early-life exposome.
Edit intent: coherence
Original:  Proposed Human Exposome Project (HEP)%DIFDELCMD < %DIFDELCMD < %%% The idea of a Human Exposome Project, analogous to the Human Genome Project, has been proposed and discussed in numerous scientific meetings, but as of 2017, no such project exists.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% The idea of a Human Exposome Project, analogous to the Human Genome Project, has been proposed and discussed in numerous scientific meetings, but as of 2017, no such project exists.
Edit intent: clarity
Original:  Reports on the issue include:%DIFDELCMD < %DIFDELCMD < %%% a 2011 review on the exposome and exposure science by Paul Lioy and Stephen Rappaport, "Exposure science and the exposome: an opportunity for coherence in the environmental health sciences" in the journal Environmental Health Perspectives. a 2012 report from the United States National Research Council "Exposure Science in the 21st Century: A Vision and A Strategy", outlining the challenges in systematic evaluations of the exposome.
Revised:  Reports on the issue include:%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% See also Envirome Epidemiology Epidemiology of cancer Exposure science Occupational toxicology Public health Toxicology References Category:Biomarkers Category:Biotechnology Category:Chemical pathology Category:Medical signs Category:Molecular biology Category:Genetic epidemiology Category:Occupational safety and health Category:Toxicolo
Revised: %DIFDELCMD < %DIFDELCMD < %%% References Category:Biomarkers Category:Biotechnology Category:Chemical pathology Category:Medical signs Category:Molecular biology Category:Genetic epidemiology Category:Occupational safety and health Category:Toxicolo
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% See also Envirome Epidemiology Epidemiology of cancer Exposure science Occupational toxicology Public health Toxicology References Category:Biomarkers Category:Biotechnology Category:Chemical pathology Category:Medical signs Category:Molecular biology Category:Genetic epidemiology Category:Occupational safety and health Category:Toxicolo
Revised: %DIFDELCMD < %DIFDELCMD < %%% See also Envirome Epidemiology Epidemiology of cancer Exposure science Occupational toxicology Public health Toxicology Category:Biomarkers Category:Biotechnology Category:Chemical pathology Category:Medical signs Category:Molecular biology Category:Genetic epidemiology Category:Occupational safety and health Category:Toxicolo
Edit intent: coherence
Original: Technology transfer The Laboratory has established an Office of Corporate Alliances and Technology Transfer, which works with the science staff to build portfolios of proprietary and protected intellectual property, and establish relationships with private sector partners who can help the Laboratory commercialize marketable technologies.
Edit intent: coherence
Original: History The Laboratory was established by Drs.
Revised: History The Laboratory was established by 
Edit intent: clarity
Original:  Dr. Bigelow's extensive investigations in the early part of the twentieth century are recognized as the foundation of modern oceanography.
Revised:  Bigelow's extensive investigations in the early part of the twentieth century are recognized as the foundation of modern oceanography.
Edit intent: clarity
Original:  From 2008 until his death in December 2016, the Laboratory's executive director was Dr. Graham Shimmield, Ph.D., FRSE, a marine geochemist and former director of the Scottish Association of Marine Sciences.
Revised:  From 2008 until his death in December 2016, the Laboratory's executive director was Graham Shimmield, Ph.D., FRSE, a marine geochemist and former director of the Scottish Association of Marine Sciences.
Edit intent: clarity
Original:  From 2008 until his death in December 2016, the Laboratory's executive director was Dr. Graham Shimmield, Ph.D., FRSE, a marine geochemist and former director of the Scottish Association of Marine Sciences.
Revised:  From 2008 until his death in December 2016, the Laboratory's executive director was Dr. Graham Shimmield, a marine geochemist and former director of the Scottish Association of Marine Sciences.
Edit intent: clarity
Original:  In February 2018, Dr. Deborah Bronk became the president and CEO of Bigelow Laboratory.
Revised:  In February 2018, Deborah Bronk became the president and CEO of Bigelow Laboratory.
Edit intent: clarity
Original:  Prior to joining the Laboratory, Dr. Bronk was the Moses D. Nunnally Distinguished Professor of Marine Sciences and department chair at Virginia Institute of Marine Sciences.
Revised:  Prior to joining the Laboratory, Bronk was the Moses D. Nunnally Distinguished Professor of Marine Sciences and department chair at Virginia Institute of Marine Sciences.
Edit intent: style
Original:  In  1938, McLain became the  heavyweight champion in the American Wrestling Association .
Revised:  In 1938, McLain became the world heavyweight champion in the American Wrestling Association .
Edit intent: clarity
Original: Haskell Indian Nations Fighting Indians football players Category:Iowa Hawkeyes football players Category:Portsmouth Spartans players Category:Staten Island Stapletons players Category:Professional wrestlers from Oklahoma Category:People from Pryor Creek, Oklahoma Category:Players of American football from Oklahoma Category:Native American professional wrestlers Category: American people of Cherokee descent Category:American people of Scotch-Irish desce
Revised: Haskell Indian Nations Fighting Indians football players Category:Iowa Hawkeyes football players Category:Portsmouth Spartans players Category:Staten Island Stapletons players Category:Professional wrestlers from Oklahoma Category:People from Pryor Creek, Oklahoma Category:Players of American football from Oklahoma Category:Native American professional wrestlers Category: Cherokee people Category:American people of Scotch-Irish desce
Edit intent: clarity
Original:  His mother was Martha  McLain.
Revised:  His mother was Martha A. McLain.
Edit intent: clarity
Original:  Both his parents were of Cherokee and Scotch-Irish ancestry and were born in Texas;
Revised:  His parents were of Cherokee and Scotch-Irish ancestry and were born in Texas;
Edit intent: coherence
Original:  Along with other members of his family, Mayes was registered in 1906 at the age of one year on the Dawes Rolls as "Cherokee by blood " (1/8).
Revised:  Along with other members of his family, Mayes was registered in 1906 at the age of one year on the Dawes Rolls as "Cherokee by Blood " (1/8).
Edit intent: fluency
Original:  National Archives Both parents are listed on the Dawes Rolls: his mother is listed as 1/4th Cherokee by Blood and his father is listed as "IW" (Intermarried White) whose marriage occurred after November 1st , 1875.
Revised:  National Archives Both parents are listed on the Dawes Rolls: his mother is listed as 1/4th Cherokee by Blood and his father is listed as "IW" (Intermarried White) whose marriage occurred after November 1 , 1875.
Edit intent: fluency
Original: American male professional wrestlers Category:Haskell Indian Nations Fighting Indians football players Category:Iowa Hawkeyes football players Category:Portsmouth Spartans players Category:Staten Island Stapletons players Category:Professional wrestlers from Oklahoma Category:People from Pryor Creek, Oklahoma Category:Players of American football from Oklahoma Category:Native American professional wrestlers Category:Cherokee people Category:American people of Scotch-Irish desce
Revised: American male professional wrestlers Category:Haskell Indian Nations Fighting Indians football players Category:Iowa Hawkeyes football players Category:Portsmouth Spartans players Category:Staten Island Stapletons players Category:Professional wrestlers from Oklahoma Category:People from Pryor Creek, Oklahoma Category:Players of American football from Oklahoma Category:Native American professional wrestlers Category:Cherokee people Category:American people of Scotch-Irish descent Category:20th-century Native America
Edit intent: fluency
Original: Bridged nucleic acids (BNAs) are modified RNA nucleotides .
Revised: A bridged nucleic acid (BNA) is a modified RNA nucleotide .
Edit intent: clarity
Original:  750px|center| The 3D structures for A-RNA and B-DNA 350px | right The presence of 2’-hydroxyls in the RNA backbone favors a structure that resembles the A-form structure of DNA.
Revised:  The 3D structures for A-RNA and B-DNA 350px | right The presence of 2’-hydroxyls in the RNA backbone favors a structure that resembles the A-form structure of DNA.
Edit intent: coherence
Original:  750px|center Chemical structures of other BNAs that were synthesized in the past years as indicated below the structures.
Revised:  Chemical structures of other BNAs that were synthesized in the past years as indicated below the structures.
Edit intent: coherence
Original:  The incorporation of BNAs into oligonucleotides allows the production of modified synthetic oligonucleotides with :
Revised:  The incorporation of BNAs into oligonucleotides allows the production of modified synthetic oligonucleotides with 
Edit intent: fluency
Original:  Equal or higher binding affinity against an DNA or RNA complement with excellent single-mismatch discriminating power , Better RNA selective binding , Stronger and more sequence selective triplex-forming characters , and Pronounced higher nuclease resistance, even higher than Sp-phosphorothioate analogues , Good aqueous solubility of the resulting oligonucleotides when compared to regular DNA or RNA oligonucleotides.
Revised:  equal or higher binding affinity against an DNA or RNA complement with excellent single-mismatch discriminating power , Better RNA selective binding , Stronger and more sequence selective triplex-forming characters , and Pronounced higher nuclease resistance, even higher than Sp-phosphorothioate analogues , Good aqueous solubility of the resulting oligonucleotides when compared to regular DNA or RNA oligonucleotides.
Edit intent: fluency
Original:  Equal or higher binding affinity against an DNA or RNA complement with excellent single-mismatch discriminating power , Better RNA selective binding , Stronger and more sequence selective triplex-forming characters , and Pronounced higher nuclease resistance, even higher than Sp-phosphorothioate analogues , Good aqueous solubility of the resulting oligonucleotides when compared to regular DNA or RNA oligonucleotides.
Revised:  Equal or higher binding affinity against an DNA or RNA complement with excellent single-mismatch discriminating power ; better RNA selective binding , Stronger and more sequence selective triplex-forming characters , and Pronounced higher nuclease resistance, even higher than Sp-phosphorothioate analogues , Good aqueous solubility of the resulting oligonucleotides when compared to regular DNA or RNA oligonucleotides.
Edit intent: fluency
Original:  Equal or higher binding affinity against an DNA or RNA complement with excellent single-mismatch discriminating power , Better RNA selective binding , Stronger and more sequence selective triplex-forming characters , and Pronounced higher nuclease resistance, even higher than Sp-phosphorothioate analogues , Good aqueous solubility of the resulting oligonucleotides when compared to regular DNA or RNA oligonucleotides.
Revised:  Equal or higher binding affinity against an DNA or RNA complement with excellent single-mismatch discriminating power , Better RNA selective binding ; stronger and more sequence selective triplex-forming characters , and Pronounced higher nuclease resistance, even higher than Sp-phosphorothioate analogues , Good aqueous solubility of the resulting oligonucleotides when compared to regular DNA or RNA oligonucleotides.
Edit intent: fluency
Original:  Equal or higher binding affinity against an DNA or RNA complement with excellent single-mismatch discriminating power , Better RNA selective binding , Stronger and more sequence selective triplex-forming characters , and Pronounced higher nuclease resistance, even higher than Sp-phosphorothioate analogues , Good aqueous solubility of the resulting oligonucleotides when compared to regular DNA or RNA oligonucleotides.
Revised:  Equal or higher binding affinity against an DNA or RNA complement with excellent single-mismatch discriminating power , Better RNA selective binding , Stronger and more sequence selective triplex-forming characters ; pronounced higher nuclease resistance, even higher than Sp-phosphorothioate analogues , Good aqueous solubility of the resulting oligonucleotides when compared to regular DNA or RNA oligonucleotides.
Edit intent: coherence
Original:  Equal or higher binding affinity against an DNA or RNA complement with excellent single-mismatch discriminating power , Better RNA selective binding , Stronger and more sequence selective triplex-forming characters , and Pronounced higher nuclease resistance, even higher than Sp-phosphorothioate analogues , Good aqueous solubility of the resulting oligonucleotides when compared to regular DNA or RNA oligonucleotides.
Revised:  Equal or higher binding affinity against an DNA or RNA complement with excellent single-mismatch discriminating power , Better RNA selective binding , Stronger and more sequence selective triplex-forming characters , and Pronounced higher nuclease resistance, even higher than Sp-phosphorothioate analogues ; and good aqueous solubility of the resulting oligonucleotides when compared to regular DNA or RNA oligonucleotides.
Edit intent: coherence
Original:  750px|center Chemical structures of BNAs were introduced in 2007 by Imanishi’s group.
Revised:  Chemical structures of BNAs were introduced in 2007 by Imanishi’s group.
Edit intent: coherence
Original:  750px|center Proposed mechanism of action of AONs Yamamoto et al. in 2012 demonstrated that BNA-based antisense therapeutics inhibited hepatic PCSK9 expression, resulting in a strong reduction of the serum LDL-C levels of mice.
Revised:  Proposed mechanism of action of AONs Yamamoto et al. in 2012 demonstrated that BNA-based antisense therapeutics inhibited hepatic PCSK9 expression, resulting in a strong reduction of the serum LDL-C levels of mice.
Edit intent: coherence
Original:  Ideal for the detection of short RNA and DNA targets Increase the thermal stability of duplexes Capable of single nucleotide discrimination Increases the thermal stability of triplexes Resistance to exo- and enconucleases resulting in a high stability for in vivo and in vitro applications Increased target specificityFacilitate Tm normalizationStrand invasion enables detection of “hard to access”
Revised:  Ideal for the detection of short RNA and DNA targets ; increase the thermal stability of duplexes Capable of single nucleotide discrimination Increases the thermal stability of triplexes Resistance to exo- and enconucleases resulting in a high stability for in vivo and in vitro applications Increased target specificityFacilitate Tm normalizationStrand invasion enables detection of “hard to access”
Edit intent: coherence
Original:  Ideal for the detection of short RNA and DNA targets Increase the thermal stability of duplexes Capable of single nucleotide discrimination Increases the thermal stability of triplexes Resistance to exo- and enconucleases resulting in a high stability for in vivo and in vitro applications Increased target specificityFacilitate Tm normalizationStrand invasion enables detection of “hard to access”
Revised:  Ideal for the detection of short RNA and DNA targets Increase the thermal stability of duplexes ; capable of single nucleotide discrimination Increases the thermal stability of triplexes Resistance to exo- and enconucleases resulting in a high stability for in vivo and in vitro applications Increased target specificityFacilitate Tm normalizationStrand invasion enables detection of “hard to access”
Edit intent: fluency
Original:  Ideal for the detection of short RNA and DNA targets Increase the thermal stability of duplexes Capable of single nucleotide discrimination Increases the thermal stability of triplexes Resistance to exo- and enconucleases resulting in a high stability for in vivo and in vitro applications Increased target specificityFacilitate Tm normalizationStrand invasion enables detection of “hard to access”
Revised:  Ideal for the detection of short RNA and DNA targets Increase the thermal stability of duplexes Capable of single nucleotide discrimination ; increases the thermal stability of triplexes Resistance to exo- and enconucleases resulting in a high stability for in vivo and in vitro applications Increased target specificityFacilitate Tm normalizationStrand invasion enables detection of “hard to access”
Edit intent: fluency
Original:  Ideal for the detection of short RNA and DNA targets Increase the thermal stability of duplexes Capable of single nucleotide discrimination Increases the thermal stability of triplexes Resistance to exo- and enconucleases resulting in a high stability for in vivo and in vitro applications Increased target specificityFacilitate Tm normalizationStrand invasion enables detection of “hard to access”
Revised:  Ideal for the detection of short RNA and DNA targets Increase the thermal stability of duplexes Capable of single nucleotide discrimination Increases the thermal stability of triplexes ; resistance to exo- and enconucleases resulting in a high stability for in vivo and in vitro applications Increased target specificityFacilitate Tm normalizationStrand invasion enables detection of “hard to access”
Edit intent: fluency