wanyu/IteraTeR_v2 huggingface dataset:
Original:  and in the United States sometimes re-spelled lede, primarily within journalism ) is the opening paragraph of an article, essay, book chapter, or other written work , which summarizes its main ideas.
Revised:  in the United States sometimes re-spelled lede, primarily within journalism ) is the opening paragraph of an article, essay, book chapter, or other written work , which summarizes its main ideas.
Edit intent: fluency
Original:  and in the United States sometimes re-spelled lede, primarily within journalism ) is the opening paragraph of an article, essay, book chapter, or other written work , which summarizes its main ideas.
Revised:  and in the United States sometimes spelled lede ) is the opening paragraph of an article, essay, book chapter, or other written work , which summarizes its main ideas.
Edit intent: clarity
Original:  and in the United States sometimes re-spelled lede, primarily within journalism ) is the opening paragraph of an article, essay, book chapter, or other written work , which summarizes its main ideas.
Revised:  and in the United States sometimes re-spelled lede, primarily within journalism ) is the opening paragraph of an article, essay, book chapter, or other written work that summarizes its main ideas.
Edit intent: fluency
Original:  Styles vary widely among the different types and genres of publications, from journalistic news-style leads , to a more encyclopaedic variety.
Revised:  Styles vary widely among the different types and genres of publications, from journalistic news-style leads to a more encyclopaedic variety.
Edit intent: fluency
Original:   Other introductions
Revised:  Wallah Other introductions
Edit intent: clarity
Original:  The Oxford English Dictionary  suggests this arose as an intentional misspelling of "lead", "in order to distinguish the word's use in instructions to printers from printable text," similarly to "hed" for "head(line)" and "dek" for "deck".
Revised:  The Oxford English Dictionary (OED) suggests this arose as an intentional misspelling of "lead", "in order to distinguish the word's use in instructions to printers from printable text," similarly to "hed" for "head(line)" and "dek" for "deck".
Edit intent: clarity
Original:  Types of leads Journalistic leads emphasize grabbing the attention of the reader.
Revised: BONER BONERBONER BONER. BONER BONERBONER BONER. Types of leads Journalistic leads emphasize grabbing the attention of the reader.
Edit intent: clarity
Original:  Strictly speaking,%DIFDELCMD < [%%% it is the first sentence or short portion of an article that gives the gist of the story and contains the most important points readers need to know".
Revised:  Strictly speaking,%DIFDELCMD < [%%% is the first sentence or short portion of an article that gives the gist of the story and contains the most important points readers need to know".
Edit intent: clarity
Original:  Strictly speaking,%DIFDELCMD < [%%% it is the first sentence or short portion of an article that gives the gist of the story and contains the most important points readers need to know".
Revised:  Strictly speaking,%DIFDELCMD < [%%% it 
Edit intent: coherence
Original:  According to Grammarist .com , "lede" is "mainly journalism jargon."
Revised:  According to Grammarist , "lede" is "mainly journalism jargon."
Edit intent: clarity
Original: Peter John  Prinsloo (born 6 February 1978) is a South African actor.
Revised: Peter John "P. J." Prinsloo (born 6 February 1978) is a South African actor.
Edit intent: clarity
Original: Mei 'Freaker' Firelli - " Pegasus " (2005) ... Lt. Mei 'Freaker' Firelli Stargate: Atlantis (2006) - "No Man's Land" (2006) ...
Revised: Mei 'Freaker' Firelli - " Pegasus " (2005) ... Teddy Stargate: Atlantis (2006) - "No Man's Land" (2006) ...
Edit intent: coherence
Original:  She is seen as both a protective figure who exemplifies maternal virtues and the productive powers of women and as a warrior whose deeds rivalled those of the ancient Kwaio strongmen who, as ancestral spirits (adalo), are propitiated and confer power to the livin 
Revised:  She is seen as both a protective figure who exemplifies maternal virtues and the productive powers of women and as a warrior whose deeds rivalled those of the ancient Kwaio strongmen who, as ancestral spirits (adalo), are propitiated and confer power to the living. 
Edit intent: fluency
Original: La'aka is a powerful ancestress and  the most widely propitiated of spirits in east Kwaio in Malaitaisland .
Revised: La'aka is a powerful ancestress and one of the most widely propitiated of spirits in east Kwaio in Malaitaisland .
Edit intent: clarity
Original:  She is seen as both a protective figure who exemplifies maternal virtues and the productive powers of women and as a warrior whose deeds rivalled those of the ancient Kwaio strongmen who, as ancestral spirits (adalo), are propitiated and confer power to the living.  
Revised:  She is seen as both a protective figure who exemplifies maternal virtues and the productive powers of women and as a warrior whose deeds rivalled those of the ancient Kwaio strongmen who, as ancestral spirits (adalo), are propitiated and confer power to the living. Notes
Edit intent: coherence
Original:  Based on these pronouncements, many Kwaio built houses to accommodate the American visitors.
Revised:  On the basis of these pronouncements, many Kwaio built houses to accommodate the American visitors.
Edit intent: fluency
Original:  Surviving expression is also highly regulated by the cell cycle and is only expressed in the G2-M phase.
Revised:  Survivin expression is also highly regulated by the cell cycle and is only expressed in the G2-M phase.
Edit intent: clarity
Original:  It is known that surviving localizes to the mitotic spindle by interaction with tubulin during mitosis and may play a contributing role in regulating mitosis.
Revised:  It is known that Survivin localizes to the mitotic spindle by interaction with tubulin during mitosis and may play a contributing role in regulating mitosis.
Edit intent: clarity
Original:  NCBI Reference Sequence: NG_029069.1
Edit intent: coherence
Original: File:SEMS endo.jpg|Endoscopic view of a self-expandable metallic stent used to palliate an esophageal cancer A self-expandable metallic stent (or SEMS) is a metallic tube, or stent, used in order to hold open a structure in the gastrointestinal tract in order to allow the passage of food, chyme, stool, or other secretions required for digestion.
Revised:  A self-expandable metallic stent (or SEMS) is a metallic tube, or stent, used in order to hold open a structure in the gastrointestinal tract in order to allow the passage of food, chyme, stool, or other secretions required for digestion.
Edit intent: clarity
Original:  SEMS are inserted by endoscopy, wherein a fibre optic camera is inserted either through the mouth or retrograde through the colon, in order to reach an area of narrowing.
Revised:  SEMS are inserted by endoscopy, inserting a fibre optic camera is inserted either through the mouth or retrograde through the colon, in order to reach an area of narrowing.
Edit intent: clarity
Original:  SEMS are inserted by endoscopy, wherein a fibre optic camera is inserted either through the mouth or retrograde through the colon, in order to reach an area of narrowing.
Revised:  SEMS are inserted by endoscopy, wherein a fibre optic camera — either through the mouth or retrograde through the colon, in order to reach an area of narrowing.
Edit intent: fluency
Original:  SEMS are inserted by endoscopy, wherein a fibre optic camera is inserted either through the mouth or retrograde through the colon, in order to reach an area of narrowing.
Revised:  SEMS are inserted by endoscopy, wherein a fibre optic camera is inserted either through the mouth or colon— to reach an area of narrowing.
Edit intent: coherence
Original:  SEMS can also be inserted using fluoroscopy where  an X-ray image is used to guide insertion, or used as an adjunct to endoscopy.
Revised:  SEMS can also be inserted using fluoroscopy where an X-ray image to guide insertion, or used as an adjunct to endoscopy.
Edit intent: clarity
Original:  SEMS can also be inserted using fluoroscopy where  an X-ray image is used to guide insertion, or used as an adjunct to endoscopy.
Revised:  SEMS can also be inserted using fluoroscopy where an X-ray image is used to guide insertion, or as an adjunct to endoscopy.
Edit intent: fluency
Original:  They expand through a deployment device which is placed at the end of the SEMS, and are held in place against the wall of the luminal surface by friction.
Revised:  They expand through a deployment device placed at the end of the SEMS, and are held in place against the wall of the luminal surface by friction.
Edit intent: clarity
Original:  The area may need to be dilated in order to allow the gastroscope to pass.
Revised:  The area may need to be dilated to allow the gastroscope to pass.
Edit intent: coherence
Original:  As a result, radio-opaque markers are usually placed on the surface of the patient in order to mark the area of narrowing on fluoroscopy.
Revised:  As a result, radio-opaque markers are usually placed on the surface of the patient to mark the area of narrowing on fluoroscopy.
Edit intent: coherence
Original:   U.S. Awards & DecorationsPersonal awards Medal of Honor Distinguished Service Cross Silver Star with 2 oak leaf clusters Bronze Star with "V"
Revised:  U.S. Awards & DecorationsPersonal decorations Medal of Honor Distinguished Service Cross Silver Star with 2 oak leaf clusters Bronze Star with "V"
Edit intent: clarity
Original:   U.S. Awards & DecorationsPersonal awards Medal of Honor Distinguished Service Cross Silver Star with 2 oak leaf clusters Bronze Star with "V"
Revised:  U.S. Awards & DecorationsPersonal awards Medal of Honor Distinguished Service Cross Silver Star with two Bronze Oak Leaf Clusters Bronze Star Medal with "V"
Edit intent: clarity
Original: Conduct Medal with 2 Good Conduct LoopsCampaign & Service awards American Defense Service Medal American Campaign Medal European–African–Middle Eastern Campaign Medal with 4 service stars World War II Victory Medal Army of Occupation Medal National Defense Service Medal with 1 service star Korean Service Medal with 4 service starsService Training awards Armed Forces Reserve Medal U.S. Awards%DIFDELCMD < & %%% DecorationsBadges and tabs120px Combat Infantryman Badge (2nd Award)
Revised: Conduct Medal with 2 Good Conduct Loops Armed Forces Reserve MedalCampaign & Service awards American Defense Service Medal American Campaign Medal European–African–Middle Eastern Campaign Medal with 4 service stars World War II Victory Medal Army of Occupation Medal National Defense Service Medal with 1 service star Korean Service Medal with 4 service starsService Training awards Armed Forces Reserve Medal U.S. Awards%DIFDELCMD < & %%% DecorationsBadges and tabs120px Combat Infantryman Badge (2nd Award)
Edit intent: fluency
Original: Conduct Medal with 2 Good Conduct LoopsCampaign & Service awards American Defense Service Medal American Campaign Medal European–African–Middle Eastern Campaign Medal with 4 service stars World War II Victory Medal Army of Occupation Medal National Defense Service Medal with 1 service star Korean Service Medal with 4 service starsService Training awards Armed Forces Reserve Medal U.S. Awards%DIFDELCMD < & %%% DecorationsBadges and tabs120px Combat Infantryman Badge (2nd Award)
Revised: Conduct Medal with 2 Good Conduct LoopsCampaign & Service awards American Defense Service Medal American Campaign Medal European–African–Middle Eastern Campaign Medal with 4 service stars World War II Victory Medal Army of Occupation Medal National Defence Service Medal with 1 service star Korean Service Medal with 4 service starsService Training awards Armed Forces Reserve Medal U.S. Awards%DIFDELCMD < & %%% DecorationsBadges and tabs120px Combat Infantryman Badge (2nd Award)
Edit intent: fluency
Original: Conduct Medal with 2 Good Conduct LoopsCampaign & Service awards American Defense Service Medal American Campaign Medal European–African–Middle Eastern Campaign Medal with 4 service stars World War II Victory Medal Army of Occupation Medal National Defense Service Medal with 1 service star Korean Service Medal with 4 service starsService Training awards Armed Forces Reserve Medal U.S. Awards%DIFDELCMD < & %%% DecorationsBadges and tabs120px Combat Infantryman Badge (2nd Award)
Revised: Conduct Medal with 2 Good Conduct LoopsCampaign & Service awards American Defense Service Medal American Campaign Medal European–African–Middle Eastern Campaign Medal with 4 service stars World War II Victory Medal Army of Occupation Medal National Defense Service Medal with 1 service star Korean Service Medal with Training awards Armed Forces Reserve Medal U.S. Awards%DIFDELCMD < & %%% DecorationsBadges and tabs120px Combat Infantryman Badge (2nd Award)
Edit intent: fluency
Original: Conduct Medal with 2 Good Conduct LoopsCampaign & Service awards American Defense Service Medal American Campaign Medal European–African–Middle Eastern Campaign Medal with 4 service stars World War II Victory Medal Army of Occupation Medal National Defense Service Medal with 1 service star Korean Service Medal with 4 service starsService Training awards Armed Forces Reserve Medal U.S. Awards%DIFDELCMD < & %%% DecorationsBadges and tabs120px Combat Infantryman Badge (2nd Award)
Revised: Conduct Medal with 2 Good Conduct LoopsCampaign & Service awards American Defense Service Medal American Campaign Medal European–African–Middle Eastern Campaign Medal with 4 service stars World War II Victory Medal Army of Occupation Medal National Defense Service Medal with 1 service star Korean Service Medal with 4 service starsService %DIFDELCMD < & %%% DecorationsBadges and tabs120px Combat Infantryman Badge (2nd Award)
Edit intent: coherence
Original:   Foreign Awards & DecorationsIndividual Unit awards French Croix de Guerre with Palm Republic of Korea Presidential Unit Citation Chungmu Cordon Medal with Gold Star (Republic of Korea) United Nations Korea Medal Korean War Service Medal80px French Fourragère
Revised:  Foreign Awards & Unit awards French Croix de Guerre with Palm Republic of Korea Presidential Unit Citation Chungmu Cordon Medal with Gold Star (Republic of Korea) United Nations Korea Medal Korean War Service Medal80px French Fourragère
Edit intent: clarity
Original:   Foreign Awards & DecorationsIndividual Unit awards French Croix de Guerre with Palm Republic of Korea Presidential Unit Citation Chungmu Cordon Medal with Gold Star (Republic of Korea) United Nations Korea Medal Korean War Service Medal80px French Fourragère
Revised:  Foreign Awards & DecorationsIndividual Unit awards French Croix de Guerre with Palm Chungmu Cordon Medal with Gold Star (Republic of Korea) United Nations Korea Medal Korean War Service Medal80px French Fourragère
Edit intent: clarity
Original:   Foreign Awards & DecorationsIndividual Unit awards French Croix de Guerre with Palm Republic of Korea Presidential Unit Citation Chungmu Cordon Medal with Gold Star (Republic of Korea) United Nations Korea Medal Korean War Service Medal80px French Fourragère
Revised:  Foreign Awards & DecorationsIndividual Unit awards French Croix de Guerre with Palm Republic of Korea Presidential Unit Citation Chungmu Cordon Medal with Gold Star (Republic of Korea) Unit awards Republic of Korea Presidential Unit Citation French Fourragère
Edit intent: coherence
Original: awards Good Conduct Medal with 2 Good Conduct Loops Armed Forces Reserve MedalCampaign & Service awards American Defense Service Medal American Campaign Medal European–African–Middle Eastern Campaign Medal with four " bronze stars World War II Victory Medal Army of Occupation Medal National Defence Service Medal with 1 " bronze star Korean Service Medal with four " bronze stars United Nations Korea Medal Korean War Service MedalBadges and tabs170px Combat Infantryman Badge (2nd Award)
Revised: awards Good Conduct Medal with 2 Good Conduct Loops Armed Forces Reserve MedalCampaign & Service awards American Defense Service Medal American Campaign Medal European–African–Middle Eastern Campaign Medal with four " bronze stars World War II Victory Medal Army of Occupation Medal National Defence Service Medal with one " bronze star Korean Service Medal with four " bronze stars United Nations Korea Medal Korean War Service MedalBadges and tabs170px Combat Infantryman Badge (2nd Award)
Edit intent: fluency
Original: Oak Leaf ClusterUnit 
Revised: Oak Leaf ClustersUnit 
Edit intent: fluency
Original: Oak Leaf ClusterService 
Revised: Oak Leaf ClustersService 
Edit intent: fluency
Original:  Military Awards Raymond Harvey's military awards include individual decorations for combat he received from the U.S. Army: the Medal of Honor, Distinguished Service Cross, three Silver Stars, three Bronze Star Medals and three Purple Hearts, makes him one of the most highly decorated infantry soldiers in U.S Army history.
Revised:  Military awards Raymond Harvey's military awards include individual decorations for combat he received from the U.S. Army: the Medal of Honor, Distinguished Service Cross, three Silver Stars, three Bronze Star Medals and three Purple Hearts, makes him one of the most highly decorated infantry soldiers in U.S Army history.
Edit intent: fluency
Original: "| Foreign Awards & DecorationsPersonal decorations French Croix de Guerre with Palm Chungmu Cordon Medal with Gold Star (Republic of Korea)Unit awards Republic of Korea Presidential Unit Citation French Fourragère Personal awards and honors Harvey's personal awards and honors URL Clyde Elrod Award Medal of Valor (Arizona)
Revised: "| Foreign Awards & DecorationsPersonal decorations French Croix de Guerre with Palm Chungmu Cordon Medal with Gold Star (Republic of Korea)Unit awards Republic of Korea Presidential Unit Citation French Fourragère Personal awards and honors Harvey's personal awards and honors include: Clyde Elrod Award Medal of Valor (Arizona)
Edit intent: clarity
Original:  George Washington Award (Arizona) Military Order of Distinguished Service and Patriotism Award Retired Officers Association Heritage Award Medal of Honor (New York City) American Red Cross Certificate of Merit Man of the Year Award, Pasadena, California List of Medal of Honor recipients List of Korean War Medal of Honor recipients Notes
Revised:  George Washington Award (Arizona) Military Order of Distinguished Service and Patriotism Award Retired Officers Association Heritage Award Medal of Honor (New York City) American Red Cross Certificate of Merit Man of the Year Award, Pasadena, California List of Medal of Honor recipients List of Korean War Medal of Honor recipients 
Edit intent: coherence
Original:  File:Chiang Kai-shek on right Ma Buqing on left Ma Bufang second from left.png|250px|Chiang Kai-shek (right) meets with the Muslim Generals Ma Bufang (second from left), and Ma Buqing (first from left) at Xining in August 1942.
Edit intent: coherence
Original:  To regulate such results better, official judges were appointed to award points so that  technical winner could be determined.
Revised:  To regulate such results better, official judges were appointed to award points so that a technical winner could be determined.
Edit intent: fluency
Original: The last heavyweight 15-rounder title fight was a on October 16, 1987 between Mike Tyson and Tyrell Biggs.
Revised: The last heavyweight 15-rounder title fight was on October 16, 1987 between Mike Tyson and Tyrell Biggs.
Edit intent: fluency
Original: In title fights, this is called "the championship distance," which today usually means 12 rounds (See history section),Frank Lotierzo "15 Rounds: The True Championship Distance."
Revised: In title fights, this is called "the championship distance," which today usually means 15 rounds (See history section),Frank Lotierzo "15 Rounds: The True Championship Distance."
Edit intent: style
Original:  It is frequently used in the expression "going the distance , "  which means fighting a full bout without being knocked out."go the distance 1. (boxing) to complete a bout without being knocked out."
Revised:  It is frequently used in the expression "going the distance " which means fighting a full bout without being knocked out."go the distance 1. (boxing) to complete a bout without being knocked out."
Edit intent: fluency
Original:  It is frequently used in the expression "going the distance , "  which means fighting a full bout without being knocked out."go the distance 1. (boxing) to complete a bout without being knocked out."
Revised:  It is frequently used in the expression "going the distance , " , which means fighting a full bout without being knocked out."go the distance 1. (boxing) to complete a bout without being knocked out."
Edit intent: fluency
Original:  In title fights, this is called "the championship distance , "  which once was 15 rounds but today usually means 12 rounds (See history section),Frank Lotierzo "15 Rounds: The True Championship Distance."
Revised:  In title fights, this is called "the championship distance " which once was 15 rounds but today usually means 12 rounds (See history section),Frank Lotierzo "15 Rounds: The True Championship Distance."
Edit intent: fluency
Original:  In title fights, this is called "the championship distance , "  which once was 15 rounds but today usually means 12 rounds (See history section),Frank Lotierzo "15 Rounds: The True Championship Distance."
Revised:  In title fights, this is called "the championship distance , " , which once was 15 rounds but today usually means 12 rounds (See history section),Frank Lotierzo "15 Rounds: The True Championship Distance."
Edit intent: fluency
Original:  If a match reached the prescribed limit without a formal result then the result would be "no-decision", though one boxer might be considered the winner by popular acclaim—a "newspaper decision . "  To regulate such results better, official judges were appointed to award points so that a technical winner could be determined.
Revised:  If a match reached the prescribed limit without a formal result then the result would be "no-decision", though one boxer might be considered the winner by popular acclaim—a "newspaper decision " To regulate such results better, official judges were appointed to award points so that a technical winner could be determined.
Edit intent: fluency
Original:  If a match reached the prescribed limit without a formal result then the result would be "no-decision", though one boxer might be considered the winner by popular acclaim—a "newspaper decision . "  To regulate such results better, official judges were appointed to award points so that a technical winner could be determined.
Revised:  If a match reached the prescribed limit without a formal result then the result would be "no-decision", though one boxer might be considered the winner by popular acclaim—a "newspaper decision . " . To regulate such results better, official judges were appointed to award points so that a technical winner could be determined.
Edit intent: fluency
Original:  Muhammad Ali) — It has been argued that the apparent outcome of the match was reversed after "one of histories [sic] greatest left-hooks ever , "  which was thrown in the 15th round.
Revised:  Muhammad Ali) — It has been argued that the apparent outcome of the match was reversed after "one of histories [sic] greatest left-hooks ever " which was thrown in the 15th round.
Edit intent: fluency
Original:  Muhammad Ali) — It has been argued that the apparent outcome of the match was reversed after "one of histories [sic] greatest left-hooks ever , "  which was thrown in the 15th round.
Revised:  Muhammad Ali) — It has been argued that the apparent outcome of the match was reversed after "one of histories [sic] greatest left-hooks ever , " , which was thrown in the 15th round.
Edit intent: fluency