wanyu/IteraTeR_full_sent huggingface dataset:
Original:  Early life Ramesh Maharaj was born to Hindu Indo-Trinidadians, Dolly and Nanan Maharaj, on September 16, 1945 in Diamond Village, San Fernando , Trinidad and URL Maharaj (B/) has over 50 years experience in the legal profession having been admitted to practice at the English Bar in 1967.
Revised:  Early life Ramesh Maharaj was born to Hindu Indo-Trinidadians, Dolly and Nanan Maharaj, on September 16, 1945 in Diamond Village, Penal-Debe , Trinidad and URL Maharaj (B/) has over 50 years experience in the legal profession having been admitted to practice at the English Bar in 1967.
Edit intent: meaning-changed
Original:  President Donald J. Trump nominated Andrew Lawler to be Assistant Secretary of the bureau of September 8. If confirmed, he would be the bureau's first Assistant Secretary since Kerri-Ann Jones resigned in April 2014.
Revised:  President Donald J. Trump nominated Andrew Lawler to be Assistant Secretary of the bureau of September 8. , but the Senate returned the nomination to the President at the close of the 116th Congress and he was not re-nominated. President Joe Biden has nominated Monica Medina for the role; if confirmed she would be the bureau's first Assistant Secretary since Kerri-Ann Jones resigned in April 2014.
Edit intent: meaning-changed
Original:  President Donald J. Trump nominated Andrew Lawler to be Assistant Secretary of the bureau of September 8. If confirmed, he would be the bureau's first Assistant Secretary since Kerri-Ann Jones resigned in April 2014.
Revised:  President Donald J. Trump nominated Andrew Lawler to be Assistant Secretary of the bureau of September 8. If confirmed, he would be the first Assistant Secretary since Kerri-Ann Jones resigned in April 2014.
Edit intent: fluency
Original: In logic (especially in its applications to mathematics and philosophy), a counterexample is an exception to a proposed general rule or law, and often appears as an example which disproves a universal statement .
Revised: In logic (especially in its applications to mathematics and philosophy), a counterexample is an exception to a generalization. In logic a counterexample disproves the generalization, and does so rigorously in the fields of mathematics and philosophy .
Edit intent: clarity
Original:  For example, the statement " all students are lazy " is a universal statement which makes the claim that a certain property (laziness) holds for all students . Thus, any student who is not lazy(e.g., hard-working) would constitute a counterexample to that statement. A counterexample hence is a specific instance ofthe falsity of a universal quantification (a "for all" statement ).
Revised:  For example, the statement " all students are lazy " is a counterexample to the generalization “students are lazy”, and a both a counterexample to, and disproof of, the statement “all students are lazy.”
Edit intent: clarity
Original: The Core – Mantle Boundary (CMBin the parlance of solid earth Geophysicist ) of Earth lies between the planet's silicate mantle and its liquid iron-nickel outer core.
Revised: The core – Mantle Boundary (CMBin the parlance of solid earth Geophysicist ) of Earth lies between the planet's silicate mantle and its liquid iron-nickel outer core.
Edit intent: fluency
Original:  The term horned god itself predates Wicca, and is an early 20th-century syncretic term for a horned or antlered anthropomorphic god partly based on historical horned deities.
Revised:  The term Horned God itself predates Wicca, and is an early 20th-century syncretic term for a horned or antlered anthropomorphic god partly based on historical horned deities.
Edit intent: fluency
Original: Michael D. Bailey Witchcraft Historiography (review) in Magic, Ritual, and Witchcraft - Volume 3, Number 1, Summer 2008, pp. 81-85 The Horned god represents the male part of the religion's duotheistic theological system, the consort of the female Triple goddess of the Moon or other Mother goddess.
Revised: Michael D. Bailey Witchcraft Historiography (review) in Magic, Ritual, and Witchcraft - Volume 3, Number 1, Summer 2008, pp. 81-85 The Horned God represents the male part of the religion's duotheistic theological system, the consort of the female Triple goddess of the Moon or other Mother goddess.
Edit intent: fluency
Original:  Modern Historicism Within the context of 20th-century philosophy, debates continue as to whether ahistorical and immanent methods were sufficient to understand meaning — that is to say, "what you see is what you get" positivism — or whether context, background and culture are important beyond the mere need to decode words, phrases and references.
Revised:  Modern Historicism Within the context of 20th-century philosophy, debates continue as to whether ahistorical and immanent methods were sufficient to understand meaning ( that is to say, "what you see is what you get" positivism — or whether context, background and culture are important beyond the mere need to decode words, phrases and references.
Edit intent: fluency
Original:  Modern Historicism Within the context of 20th-century philosophy, debates continue as to whether ahistorical and immanent methods were sufficient to understand meaning — that is to say, "what you see is what you get" positivism — or whether context, background and culture are important beyond the mere need to decode words, phrases and references.
Revised:  Modern Historicism Within the context of 20th-century philosophy, debates continue as to whether ahistorical and immanent methods were sufficient to understand meaning — that is to say, "what you see is what you get" positivism ) or whether context, background and culture are important beyond the mere need to decode words, phrases and references.
Edit intent: fluency
Original:  While post-structural historicism is relativist in its orientation , that is, it sees each culture as its own frame of reference , a large number of thinkers have embraced the need for historical context, not because culture is self-referential, but because there is no more compressed means of conveying all of the relevant information except through history.
Revised:  While post-structural historicism is relativist in its orientation — that is, it sees each culture as its own frame of reference , a large number of thinkers have embraced the need for historical context, not because culture is self-referential, but because there is no more compressed means of conveying all of the relevant information except through history.
Edit intent: fluency
Original:  While post-structural historicism is relativist in its orientation , that is, it sees each culture as its own frame of reference , a large number of thinkers have embraced the need for historical context, not because culture is self-referential, but because there is no more compressed means of conveying all of the relevant information except through history.
Revised:  While post-structural historicism is relativist in its orientation , that is, it sees each culture as its own frame of reference — a large number of thinkers have embraced the need for historical context, not because culture is self-referential, but because there is no more compressed means of conveying all of the relevant information except through history.
Edit intent: fluency
Original: In 2020 due to the COVID-19 pandemic, there was a rise in Virtual Hen Parties with  bride-to-be's celebrating their 'last night of freedom' with their bridesmaids around the world via videotelephony apps such as Zoom and Houseparty.
Revised: In 2020 due to the COVID-19 pandemic, there was a rise in Virtual Hen Parties with the bride-to-be's celebrating their 'last night of freedom' with their bridesmaids around the world via videotelephony apps such as Zoom and Houseparty.
Edit intent: fluency
Original: In 2020 due to the COVID-19 pandemic, there was a rise in Virtual Hen Parties with  bride-to-be's celebrating their 'last night of freedom' with their bridesmaids around the world via videotelephony apps such as Zoom and Houseparty.
Revised: In 2020 due to the COVID-19 pandemic, there was a rise in Virtual Hen Parties with bride-to-be's celebrating her 'last night of freedom' with their bridesmaids around the world via videotelephony apps such as Zoom and Houseparty.
Edit intent: fluency
Original: In 2020 due to the COVID-19 pandemic, there was a rise in Virtual Hen Parties with  bride-to-be's celebrating their 'last night of freedom' with their bridesmaids around the world via videotelephony apps such as Zoom and Houseparty.
Revised: In 2020 due to the COVID-19 pandemic, there was a rise in Virtual Hen Parties with bride-to-be's celebrating their 'last night of freedom' with her bridesmaids around the world via videotelephony apps such as Zoom and Houseparty.
Edit intent: fluency
Original: 350px|Precision and recall In pattern recognition, information retrieval and classification (machine learning), precision (also called sensitivity ) is the fraction of relevant instances among the retrieved instances, while recall (also known as positive predictive value ) is the fraction of relevant instances that were retrieved.
Revised: 350px|Precision and recall In pattern recognition, information retrieval and classification (machine learning), precision (also called positive predictive value ) is the fraction of relevant instances among the retrieved instances, while recall (also known as positive predictive value ) is the fraction of relevant instances that were retrieved.
Edit intent: clarity
Original: 350px|Precision and recall In pattern recognition, information retrieval and classification (machine learning), precision (also called sensitivity ) is the fraction of relevant instances among the retrieved instances, while recall (also known as positive predictive value ) is the fraction of relevant instances that were retrieved.
Revised: 350px|Precision and recall In pattern recognition, information retrieval and classification (machine learning), precision (also called sensitivity ) is the fraction of relevant instances among the retrieved instances, while recall (also known as sensitivity ) is the fraction of relevant instances that were retrieved.
Edit intent: clarity
Original: 350px|Precision and recall In pattern recognition, information retrieval and classification (machine learning), precision and recall are criteria that apply to individual data instances retrieved from a collection, corpus or sample space. precision (also called positive predictive value) is the fraction of relevant instances among the retrieved instances, while recall (also known as sensitivity) is the fraction of relevant instances that were retrieved.
Revised: 350px|Precision and recall In pattern recognition, information retrieval and classification (machine learning), precision and recall are criteria that apply to individual data instances retrieved from a collection, corpus or sample space. Precision (also called positive predictive value) is the fraction of relevant instances among the retrieved instances, while recall (also known as sensitivity) is the fraction of relevant instances that were retrieved.
Edit intent: fluency
Original:  Suppose a computer program for recognizing dogs (the relevant element) in photographs identifies eight dogs in a picture containing ten cats and twelve dogs, and of the eight it identifies as dogs, five actually are dogs (true positives), while the other three are cats (false positives).
Revised:  Consider a computer program for recognizing dogs (the relevant element) in photographs identifies eight dogs in a picture containing ten cats and twelve dogs, and of the eight it identifies as dogs, five actually are dogs (true positives), while the other three are cats (false positives).
Edit intent: fluency
Original:  Suppose a computer program for recognizing dogs (the relevant element) in photographs identifies eight dogs in a picture containing ten cats and twelve dogs, and of the eight it identifies as dogs, five actually are dogs (true positives), while the other three are cats (false positives).
Revised:  Suppose a computer program for recognizing dogs (the relevant element) in a digitized collection of photographs. Upon running a query, the program identifies eight dogs in a picture containing ten cats and twelve dogs, and of the eight it identifies as dogs, five actually are dogs (true positives), while the other three are cats (false positives).
Edit intent: meaning-changed
Original:  Consider a computer program for recognizing dogs (the relevant element) in a digitized collection of photographs . Upon running a query, the program identifies eight dogs in a picture containing ten cats and twelve dogs, and of the eight it identifies as dogs, five actually are dogs (true positives), while the other three are cats (false positives).
Revised:  Suppose a computer program for recognizing dogs (the relevant element) in a digitized collection of photographs . Upon running a query, the program identifies eight dogs in a picture containing ten cats and twelve dogs, and of the eight it identifies as dogs, five actually are dogs (true positives), while the other three are cats (false positives).
Edit intent: fluency
Original:  Consider a computer program for recognizing dogs (the relevant element) in a digitized collection of photographs . Upon running a query, the program identifies eight dogs in a picture containing ten cats and twelve dogs, and of the eight it identifies as dogs, five actually are dogs (true positives), while the other three are cats (false positives).
Revised:  Consider a computer program for recognizing dogs (the relevant element) in photographs identifies eight dogs in a picture containing ten cats and twelve dogs, and of the eight it identifies as dogs, five actually are dogs (true positives), while the other three are cats (false positives).
Edit intent: clarity
Original:  Alarums and Excursions – role-playing games All Of The Above – the game GURPS ALPS (Amateur Long-Playing Society) – music APA founded by D Potter American Amateur Press Association – Founded in 1936. "The purpose of the association is the promotion of amateur journalism and fellowship of amateur writers, editors, printers, and publishers; and the circulation of their work among the membership." ANZAPA – Australian and New Zealand Amateur Publishing Association – science fiction; Southern hemisphere's oldest APA, founded in 1968 Aotearapa – New Zealand's longest running science fiction publication APA Enterprise – Star Trek, started by Mark Ernst (New Hampshire) roughly 1980.
Revised:  Alarums and Excursions – role-playing games Aotearapa – New Zealand's longest running science fiction publication APA Enterprise – Star Trek, started by Mark Ernst (New Hampshire) roughly 1980.
Edit intent: coherence
Original:  Southern hemisphere's oldest APA, founded in 1968 Aotearapa – New Zealand's longest running science fiction publication APA Enterprise – Star Trek, started by Mark Ernst (New Hampshire) roughly 1980. Alumni include Derek McCulloch Apa Lambda – science fiction; lesbian, gay and gay-friendly members of science fiction fandom; alumni include Marion Zimmer Bradley APA-247 – British based APA for Comic featuring Legion of Super-Heroes APA-5 – comics; the birthplace of Dark Horse Comics; alumni include Frank Miller, Paul Chadwick and Mark Verheiden. APA-50 – founded by Chris Sherman in 1974, originally for science fiction fans and writers born after 1950. APA-B – founded by Britain's Birmingham Science Fiction Group, but later detached and run as The Organisation APA-Centauri – general interest; started as science fiction but morphed to a general interest APA (international). Alumni include Derek McCulloch APA-F – science fiction; the first weekly APA (New York City) APA-I – comic book indexing APA-L – science fiction; the second weekly APA, collated at meetings of the Los Angeles Science Fantasy Society since 1964; participants have included Bruce Pelz, Fred Patten, Lee Gold, John Hertz, John DeChancie. Still running in 2018. APAcalypse – role-playing games APAplexy – Ottawa-based general-interest APA, started by Farrell McGovern and Marc (The Starwolf) Gerin-Lajoie in 1984. While the majority of the membership has been from Ottawa, it has had members from several other cities in Canada, as well as from the United States and now one from Brazil. It was spun off from TAPA (see entry in this list). Lajoie "franked" a flyer by McGovern in the March 1984 issue of TAPA calling for people interested in forming a new Ottawa based APA. Apatoons – animation; founded 1981 and still publishing as of April 2008 ATDNSIN (Attitude n' Sin) The APA That Dares Now Speak Its Name – comic books pop culture with an LGBTQ focus.
Revised:  Southern hemisphere's oldest APA, founded in 1968 Aotearapa – New Zealand's longest running science fiction publication pop culture with an LGBTQ focus.
Edit intent: meaning-changed
Original:  founded 1981 and still publishing as of April 2008 ATDNSIN (Attitude n' Sin) The APA That Dares Now Speak Its Name – comic books pop culture with an LGBTQ focus. First published in 1989, it is the longest running gay-themed APA. Merged with Northstar APA in 2003. Became Pride APA in 2018. Barr Wars – cartoonists' collaborative with a centaur theme, 1987–1989; alumni include Donna Barr, Roberta Gregory British Amateur Press Association – the first British APA, primarily for amateur printers British Amateur Press Association – an unrelated British comics APA (1977–2004) BunAPA – random topic-driven (UK) C.A.P.A. – Central Michigan University's sponsored Comics APA (1993–1995);
Revised:  founded 1981 and still publishing as of April 2008 ATDNSIN (Attitude n' Sin) The APA That Dares Now Speak Its Name – comic books British Amateur Press Association – the first British APA, primarily for amateur printers British Amateur Press Association – an unrelated British comics APA (1977–2004) BunAPA – random topic-driven (UK) C.A.P.A. – Central Michigan University's sponsored Comics APA (1993–1995);
Edit intent: clarity
Original:  alumni include Donna Barr, Roberta Gregory British Amateur Press Association – the first British APA, primarily for amateur printers British Amateur Press Association – an unrelated British comics APA (1977–2004) BunAPA – random topic-driven (UK) C.A.P.A. – Central Michigan University's sponsored Comics APA (1993–1995); changed to a literary magazine in 1996. Founded by Louis Bright-Raven and John Napolitano. Alumni include Louis Bright-Raven, Chris Burns, Chad Curry, Bob Nugent, and Darin Petersen. CAPA – British, comics, folded in the late 1980s CAPA-alpha (also known as K-a) – the first comics APA.
Revised:  alumni include Donna Barr, Roberta Gregory British Amateur Press Association – the first British APA, primarily for amateur printers British Amateur Press Association – an unrelated British comics APA (1977–2004) CAPA-alpha (also known as K-a) – the first comics APA.
Edit intent: meaning-changed
Original:  CAPRA – cinema oriented, reviews of film and commentary of film industry. Alumni include Derek McCulloch CARTOON LOONACY – a comic and cartoon APA begun in 1984 and still active in 2017 CFA-APA – an APA devoted to Comic and Fantasy original art and artists The Clobberin' Times – an APA devoted to the Champions role-playing game Comicopia – an international comics APA (established in 1990) The Cult – science fiction; rotational (defunct) Cuneiform – zines, journals, philosophy, literature, postal service, mail art (established in 2012) DAPA-EM (Elementary, My Dear APA) – mystery and detective fiction, founded 1973 Dapper – science fiction; Holland-based but contributions are produced in English by an international membership. Name said to stand for "Dutch Amateur People's Press Energetically Reproducing." e-APA – digitally distributed, still running in 2011. Open distribution occurs 1-2 times each year. ERBapa – dedicated to the writing of Edgar Rice Burroughs Esoteric Order of Dagon The Everlasting Club – Ghost story fans, primarily English membership Fantasy Amateur Press Association (FAPA) – science fiction;
Revised:  Fantasy Amateur Press Association (FAPA) – science fiction;
Edit intent: meaning-changed
Original:  ERBapa – dedicated to the writing of Edgar Rice Burroughs Esoteric Order of Dagon The Everlasting Club – Ghost story fans, primarily English membership Fantasy Amateur Press Association (FAPA) – science fiction;
Revised:  ERBapa – dedicated to the writing of Edgar Rice Burroughs Esoteric Order of Dagon The Everlasting Club – Ghost story fans, primarily English membership Fantasy Amateur Press Association (FAPA) – 
Edit intent: meaning-changed
Original:  Wollheim, who went on to a long career in writing, editing and publishing (DAW Books). Wollheim conceived of FAPA after hearing of the United and National APAs from H. P. Lovecraft. The first FAPA mailing in July 1937 contained only 42 pages, but over the ensuing decades mailings have been significantly larger than that, with the largest ever being the 100th mailing in August 1962 at 1,219 pages.
Revised:  Wollheim, still running in 2020.
Edit intent: clarity
Original:  It is still running in 2020. The Final Frontier – Star Trek/science fiction APA based in Canada. Founded by Derek McCulloch First Draft – Writer's APA, offering critique and commentary of contributors' works The Force – Star Wars The Fossils – "The Historians of Amateur Journalism" Frank's APA – music; currently published from Ireland, with members in Britain, Ireland, the USA, and the Netherlands Frefanzine – Libertarian science fiction Friends of Lulu – APA for members of the women-friendly comics organization, including Trina Robbins, Heidi MacDonald, Deni Loubert, etc.;
Revised:  Friends of Lulu – APA for members of the women-friendly comics organization, including Trina Robbins, Heidi MacDonald, Deni Loubert, etc.;
Edit intent: coherence
Original:  several issues published in 1994 The Furthest North Crew (FNC) – a major Canadian-run Furry APAFNC-apa.ca Gallery – APA/'zine for cartoonists and illustrators, a significant proportion (but not all) of whom were interested in anthropomorphics and funny animals. Galactus – comics; based in Canada; birthplace of Strawberry Jam Comics; alumni include founder Derek McCulloch. The Golden APA – devoted to Illuminatus! and related topics Gothik APA – comics Haymaker! – an APAzine about Champions (a super-hero roleplaying game) and the rest of the Hero System (a generic role-playing game), founded in 1992. Huzzah – APA/'zine for anthropomorphics and funny animals Imaginapa – Long-running, very high quality fiction and general discussion APA, last (and most frequently) CM'd by the great Eric L. Watts. Started by APA-5 waitlisters who got tired of waiting.
Revised:  several issues published in 1994 
Edit intent: meaning-changed
Original:  K-a – see CAPA-alpha, above Klordny – North American APA focused primarily on Legion of Super-Heroes comics LASFAPA – science fiction, monthly; founded October 1976, still running in 2018, run by Marty Cantor at the Los Angeles Science Fantasy Society (LASFS). Legends – DC ComicsLegendsapa.blogspot.com MilwApa – science fiction; Milwaukee-area fandom; 400th mailing in January 2018; still running in February 2020. Myriad – science fiction, comics, etc.; founded by Stven Carlberg in 1967 and active until 2005 MZS-APA – (Marvel Zombie Society); founded as MZS Newsletter in 1988 by Robert Hough, became an APA with #25 in 1990. Final issue #277 in 2011. N'APA – science fiction; for members of the National Fantasy Fan Federation, still running as an electronic apa. The Nameless APA – British APA, set up in the 1990s but no longer active National Amateur Press AssociationAmateurpress.org – general publishing; the first U.S. APA, founded in 1876 and still running in 2018. NightStalkers – horror apa with an LGBT focus, primarily dealing with werewolves and vampires. Northstar – comic books pop culture with an LGBTQ focus (named after the Marvel Comics superhero Northstar) First published in 1990, merged with Attitude n' Sin (ATDNSIN) in 2003.
Revised:  pop culture with an LGBTQ focus (named after the Marvel Comics superhero Northstar) First published in 1990, merged with Attitude n' Sin (ATDNSIN) in 2003.
Edit intent: meaning-changed