wanyu/IteraTeR_full_sent huggingface dataset:
Original:  But if those real-world inter-cue correlations are not matched in an experiment , performance in predicting the criterion will suffer because people were using learned shortcuts that work in the real world but not in the experiment.   & 
Revised:  But if those real-world inter-cue correlations are not matched in an experiment , performance in predicting the criterion will suffer because people were using learned shortcuts that work in the real world but not in the experiment. Improper-But-Common Uses of the Term "Ecological Validity" Brunswik's students have written that the now-common use of "ecological validity" to describe a type of experimental validity was a corruption of his original terminology (see external link to paper by Hammond). Social scientists routinely refer to the "ecological validity" of an experiment as a rough synonym to Aronson and Carlsmith's (1968) concept of the "mundane realism" of the experimental procedures -- Mundane realism refers to the extent to which the experimental situation is similar to situations people are likely to encounter outside of the laboratory. See Hammond's (1998) detailed critique of this mis-use. Another common misuse of ecological validity is as a synonym for External Validity. & 
Edit intent: meaning-changed
Original:  But if those real-world inter-cue correlations are not matched in an experiment , performance in predicting the criterion will suffer because people were using learned shortcuts that work in the real world but not in the experiment.   & 
Revised:  But if those real-world inter-cue correlations are not matched in an experiment , performance in predicting the criterion will suffer because people were using learned shortcuts that work in the real world but not in the experiment. Aronson, E., & 
Edit intent: meaning-changed
Original:  But if those real-world inter-cue correlations are not matched in an experiment , performance in predicting the criterion will suffer because people were using learned shortcuts that work in the real world but not in the experiment.   & 
Revised:  But if those real-world inter-cue correlations are not matched in an experiment , performance in predicting the criterion will suffer because people were using learned shortcuts that work in the real world but not in the experiment. Carlsmith, J. M. (1968). Experimentation in social psychology. In G. Lindzey& 
Edit intent: meaning-changed
Original:  But if those real-world inter-cue correlations are not matched in an experiment , performance in predicting the criterion will suffer because people were using learned shortcuts that work in the real world but not in the experiment.   & 
Revised:  But if those real-world inter-cue correlations are not matched in an experiment , performance in predicting the criterion will suffer because people were using learned shortcuts that work in the real world but not in the experiment. & E. Aronson (Eds.), The handbook of social psychology (2nd ed., Vol. 2, pp. 1-79). Reading, MA: Addison-Wesley. Brunswik, E. (1956). Perception and the representative design of psychological experiments. (2nd ed.). Berkeley: University of California Press. Hammond, K. Ecological Validity: Then and Now. September 1998, available at: URL
Edit intent: meaning-changed
Original:  With other electronic layout software In earlier modern-day usage, DTP usually does not include digital tools such as TeX or troff, though both can easily be used on a modern desktop system, and are standard with many Unix-like operating systems and are readily available for other systems.
Revised:  With other digital layout software In earlier modern-day usage, DTP usually does not include digital tools such as TeX or troff, though both can easily be used on a modern desktop system, and are standard with many Unix-like operating systems and are readily available for other systems.
Edit intent: clarity
Original:  The key difference between electronic typesetting software and DTP software is that DTP software is generally interactive and "What you see [onscreen] is what you get" (WYSIWYG) in design, while other electronic typesetting software, such as TeX, LaTeX and other variants, tend to operate in "batch mode", requiring the user to enter the processing program's markup language (e.g. HTML) without immediate visualization of the finished product.
Revised:  The key difference between digital typesetting software and DTP software is that DTP software is generally interactive and "What you see [onscreen] is what you get" (WYSIWYG) in design, while other electronic typesetting software, such as TeX, LaTeX and other variants, tend to operate in "batch mode", requiring the user to enter the processing program's markup language (e.g. HTML) without immediate visualization of the finished product.
Edit intent: clarity
Original:  The key difference between electronic typesetting software and DTP software is that DTP software is generally interactive and "What you see [onscreen] is what you get" (WYSIWYG) in design, while other electronic typesetting software, such as TeX, LaTeX and other variants, tend to operate in "batch mode", requiring the user to enter the processing program's markup language (e.g. HTML) without immediate visualization of the finished product.
Revised:  The key difference between electronic typesetting software and DTP software is that DTP software is generally interactive and "What you see [onscreen] is what you get" (WYSIWYG) in design, while other digital typesetting software, such as TeX, LaTeX and other variants, tend to operate in "batch mode", requiring the user to enter the processing program's markup language (e.g. HTML) without immediate visualization of the finished product.
Edit intent: clarity
Original: Adobe FrameMaker Adobe Illustrator Adobe InDesign Adobe Muse Adobe PageMaker Adobe Photoshop Affinity Publisher Apple Pages 4.x Banner Mania Collabora Office Draw Collabora Office Writer Corel Ventura Coreldraw Fontographer GeoPublish Inkscape IStudio Publisher LibreOffice Draw LibreOffice Writer MadCap Flare Macromedia FreeHand Microsoft PowerPoint Microsoft Publisher Microsoft Word OpenOffice.org / LibreOffice PageStream (formerly "Publishing Partner") PTC Arbortext QuarkXPress Ready, Set, Go Scribus Serif PagePlus Ventura Publisher Xara Page Layout Designer%DIFDELCMD < %DIFDELCMD < %%% Web-based applications 365Layouts Canva Collabora Online Fatpaint Lucidpress Gravit
Revised:  Layout Designer%DIFDELCMD < %DIFDELCMD < %%% Web-based applications 365Layouts Canva Collabora Online Fatpaint Lucidpress Gravit
Edit intent: meaning-changed
Original:  PTC Arbortext QuarkXPress Ready, Set, Go Scribus Serif PagePlus Ventura Publisher Xara Page Layout Designer%DIFDELCMD < %DIFDELCMD < %%% Web-based applications 365Layouts Canva Collabora Online Fatpaint Lucidpress Gravit
Revised:  PTC Arbortext QuarkXPress Ready, Set, Go Scribus Serif PagePlus Ventura Publisher Xara Page %DIFDELCMD < %DIFDELCMD < %%% Web-based applications 365Layouts Canva Collabora Online Fatpaint Lucidpress Gravit
Edit intent: clarity
Original:  PTC Arbortext QuarkXPress Ready, Set, Go Scribus Serif PagePlus Ventura Publisher Xara Page Layout Designer%DIFDELCMD < %DIFDELCMD < %%% Web-based applications 365Layouts Canva Collabora Online Fatpaint Lucidpress Gravit
Revised:  PTC Arbortext QuarkXPress Ready, Set, Go Scribus Serif PagePlus Ventura Publisher Xara Page Layout Designer%DIFDELCMD < %DIFDELCMD < %%% A wide variety of DTP applications and websites are available and are listed separately.
Edit intent: meaning-changed
Original:  Metal Catalysts Che has pioneered the developed of Ru-OXO system which has opened up numerous opportunities for efficient catalytic oxidation processes.
Revised: Triplet Emitters Che is a pioneer for the chemistry of d8 and d10 metal complexes including their excited state chemistry and closed shell metal-metal interactions of d8 and d10 metal URL His team has successfully developed practical tetradentate URL and URL Emitters which are comparable if not superior in performances to the World best Iridium(III) Phosphors Metal Catalysts Che has pioneered the developed of Ru-OXO system which has opened up numerous opportunities for efficient catalytic oxidation processes.
Edit intent: meaning-changed
Original:   The first documented synthesis of isoserine in a laboratory setting was by Miyazawa et al., who published their results in 1976.
Revised:  Non-proteinogenic amino acids do not form proteins, and are not part of the genetic code of any known organism. Isoserine and other non-proteinogenic amino acids have only been produced synthetically. The first documented synthesis of isoserine in a laboratory setting was by Miyazawa et al., who published their results in 1976.
Edit intent: meaning-changed
Original:   Canada North America's largest classical repertory theatre company is the Stratford Festival, founded in 1953 primarily to present productions of William Shakespeare's plays, and North America's second largest repertory theatre company, the Shaw Festival, which presents plays written or set during the lifetime of Bernard Shaw or following Shaw's ideal of socially provocative theatre, founded in 1962.
Revised:  In Germany, Schaubuhne and some other theatres run on a repertory system. Canada North America's largest classical repertory theatre company is the Stratford Festival, founded in 1953 primarily to present productions of William Shakespeare's plays, and North America's second largest repertory theatre company, the Shaw Festival, which presents plays written or set during the lifetime of Bernard Shaw or following Shaw's ideal of socially provocative theatre, founded in 1962.
Edit intent: meaning-changed
Original:   Among the benefits of such a system are increased variety and better quality, due to fresh actors and shopped-in directors.
Revised:  However, Canadian repertory companies don't actually follow a true rep several years long rotation repertory system like Europe. In Canada, the productions stay on the repertory for one season, running in repertory with other productions in the same year. The actors are not employed full time long term, but instead work on contracts usually maximum 8 months long. Among the benefits of such a system are increased variety and better quality, due to fresh actors and shopped-in directors.
Edit intent: meaning-changed
Original:   Drawbacks to the repertoire system are increased production costs as each show will need separate sets, props, costumes and actors (although sometimes an actor will be engaged to play in more than one production).
Revised:  Another benefit is a significantly better social security for the artists employed. In countries with long term or so called true rep system artists earn higher incomes and enjoy more social security such as pensions, health benefits and long term work security. Drawbacks to the repertoire system are increased production costs as each show will need separate sets, props, costumes and actors (although sometimes an actor will be engaged to play in more than one production).
Edit intent: meaning-changed
Original:  Sometimes entire families would make a visit to their local rep part of the weekly routine, like going to church , and for the young people it could became part of their future appreciation for live "legitimate" theatre.
Revised:  Sometimes entire families would make a visit to their local rep part of the weekly routine, like going to church . As a result, the younger generations begin to develop a natural appreciation for the live arts, otherwise known as "legitimate" theatre.
Edit intent: clarity
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
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Edit intent: fluency
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
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Edit intent: clarity
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
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Edit intent: clarity
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
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Edit intent: fluency
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
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Edit intent: clarity
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
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Edit intent: coherence
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
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Edit intent: clarity
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
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Edit intent: coherence
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
Revised:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
Edit intent: meaning-changed
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
Revised:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Digital Dating and hookup sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
Edit intent: clarity
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
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Edit intent: fluency
Original:  2013. Work Diversity Quotas%DIFDELCMD < %DIFDELCMD < %%% DADT Clubs%DIFDELCMD < %DIFDELCMD < %%% Substances in the community Under 21 connections%DIFDELCMD < %DIFDELCMD < %%% Digital Google%DIFDELCMD < %DIFDELCMD < %%% Social media Hookup sites Squirt.org Dating sites Scruff Grindr Taimi Manhunt.net Recon Blued Her Past Dating sites Dlist
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Edit intent: clarity
Original:  Moreover, a meta-analysis conducted by RaudenbushRaudenbush, S. W. (1984). Magnitude of teacher expectancy effects on pupil IQ as a function of the credibility of expectancy induction: A synthesis of findings from 18 experiments. Journal of Educational Psychology, 76(1), 85–97. doi:10.1037/0022-0663.76.1.85 showed that when teachers had gotten to know their students for two weeks, the prior to expectancy induction was reduced to virtually zero.
Revised:  Moreover, a meta-analysis conducted by Raudenbush showed that when teachers had gotten to know their students for two weeks, the prior to expectancy induction was reduced to virtually zero.
Edit intent: clarity
Original:  Similar findings by Herrell (1971) suggested that when a teacher was preconditioned to classrooms as warm or cold, the teacher would start to gravitate towards their precondition .Galatea in the Classroom: Student Expectations Affect Teacher Behavior; Herrell, James M . To further this concept, Klein (1971) did the same kind of study involving teachers still unaware of any precondition to the classroom but with the class full of confederates who were instructed to act differently during periods over the course of the lecture.
Revised:  Similar findings by Herrell (1971) suggested that when a teacher was preconditioned to classrooms as warm or cold, the teacher would start to gravitate towards their precondition . To further this concept, Klein (1971) did the same kind of study involving teachers still unaware of any precondition to the classroom but with the class full of confederates who were instructed to act differently during periods over the course of the lecture.
Edit intent: coherence
Original: The term shooting bias, also known as "shooter bias", is a form of implicit racial bias which mainly refers to the tendency among the police to shoot black civilians more often than white civilians, even when they are unarmed.
Revised: The term shooting bias, also known as "shooter bias", is a form of implicit racial bias which refers to the tendency among the police to shoot black civilians more often than white civilians, even when they are unarmed.
Edit intent: coherence
Original:   Implicit racial bias An implicit racial bias refers to unintentional judgments a person makes of a group (e.g. good/bad) of a certain ethnicity.
Revised:  Shooting bias is not limited to one race, as studies have shown that both Black and White individuals demonstrated almost equivalent levels of shooting bias. Implicit racial bias An implicit racial bias refers to unintentional judgments a person makes of a group (e.g. good/bad) of a certain ethnicity.
Edit intent: meaning-changed
Original: The term shooting bias , also known as "shooter bias", is a form of implicit racial bias which refers to the tendency among the police to shoot black civilians more often than white civilians, even when they are unarmed.
Revised: Shooting bias is a fabrication of facts by groups using racist rhetoric to control the thoughts of people, with the tendency among the police to shoot black civilians more often than white civilians, even when they are unarmed.
Edit intent: coherence
Original: The term shooting bias , also known as "shooter bias", is a form of implicit racial bias which refers to the tendency among the police to shoot black civilians more often than white civilians, even when they are unarmed. In countries where white peoplearen't the majority, shooting bias may still apply, with different minority groups facing discrimination.
Revised: The term shooting bias , also known as "shooter bias", is a form of implicit racial bias which refers to the 
Edit intent: coherence