wanyu/IteraTeR_v2 huggingface dataset:
Original: In the United States and Canada, a librarian generally has a one or two-year (more common) master's degree in library science from an accredited university , this master's degree  obtained following graduation from (at least) a bachelor's degree program in any discipline.
Revised: In the United States and Canada, a librarian generally has a one or two-year (more common) master's degree in library science from an accredited university . This master's degree obtained following graduation from (at least) a bachelor's degree program in any discipline.
Edit intent: fluency
Original: In the United States and Canada, a librarian generally has a one or two-year (more common) master's degree in library science from an accredited university , this master's degree  obtained following graduation from (at least) a bachelor's degree program in any discipline.
Revised: In the United States and Canada, a librarian generally has a one or two-year (more common) master's degree in library science from an accredited university , this master's degree is obtained following graduation from (at least) a bachelor's degree program in any discipline.
Edit intent: clarity
Original: In the United States and Canada, a librarian generally has a one or two-year (more common) master's degree in library science from an accredited university , this master's degree  obtained following graduation from (at least) a bachelor's degree program in any discipline.
Revised: In the United States and Canada, a librarian generally has a one or two-year (more common) master's degree in library science from an accredited university , this master's degree obtained following graduation from a bachelor's degree program in any discipline.
Edit intent: clarity
Original:  This is especially true of  four-year colleges.
Revised:  This is especially true of librarians working at four-year colleges.
Edit intent: clarity
Original:  African American women earning just 69.9 cents and Hispanic and Latina women earning 63.8 cents on every dollar earned by a man of all races . Asian women were the only  racial group to earn more than men of all races, but they still only earned 76.7 cents to the dollar reported by Asian men.
Revised:  African American women earned just 69.9 cents and Hispanic and Latina women earning 63.8 cents on every dollar earned by a man of all races . Asian women were the only racial group to earn more than men of all races, but they still only earned 76.7 cents to the dollar reported by Asian men.
Edit intent: fluency
Original:  African American women earning just 69.9 cents and Hispanic and Latina women earning 63.8 cents on every dollar earned by a man of all races . Asian women were the only  racial group to earn more than men of all races, but they still only earned 76.7 cents to the dollar reported by Asian men.
Revised:  African American women earning just 69.9 cents and Hispanic and Latina women earned 63.8 cents on every dollar earned by a man of all races . Asian women were the only racial group to earn more than men of all races, but they still only earned 76.7 cents to the dollar reported by Asian men.
Edit intent: fluency
Original:  African American women earning just 69.9 cents and Hispanic and Latina women earning 63.8 cents on every dollar earned by a man of all races . Asian women were the only  racial group to earn more than men of all races, but they still only earned 76.7 cents to the dollar reported by Asian men.
Revised:  African American women earning just 69.9 cents and Hispanic and Latina women earning 63.8 cents on every dollar earned by a man of any race . Asian women were the only racial group to earn more than men of all races, but they still only earned 76.7 cents to the dollar reported by Asian men.
Edit intent: clarity
Original:  African American women earning just 69.9 cents and Hispanic and Latina women earning 63.8 cents on every dollar earned by a man of all races . Asian women were the only  racial group to earn more than men of all races, but they still only earned 76.7 cents to the dollar reported by Asian men.
Revised:  African American women earning just 69.9 cents and Hispanic and Latina women earning 63.8 cents on every dollar earned by a man of all races . Asian women were the only female racial group to earn more than men of all races, but they still only earned 76.7 cents to the dollar reported by Asian men.
Edit intent: clarity
Original:  Top positions  are more often held by men;
Revised:  Top positions in libraries are more often held by men;
Edit intent: clarity
Original:  GLAMR is another variant which includes Records . More generally, GLAMs are institutions in the public interest, collecting cultural heritage materials.
Revised:  GLAMR is another variant which includes "records" . More generally, GLAMs are institutions in the public interest, collecting cultural heritage materials.
Edit intent: fluency
Original: GLAM is an acronym for "galleries, libraries, archives, and museums",Australian Society of Archivists, Australian Society of Archivists Annual Conference - GLAM, 17–20 September 2003, Hilton, Adelaide. and refers to cultural institutions that have access to knowledge as their mission.
Revised: GLAM is an acronym for "galleries, libraries, archives, and museums",Australian Society of Archivists, Australian Society of Archivists Annual Conference - GLAM, 17–20 September 2003, Hilton, Adelaide. and refers to cultural institutions with a mission to provide access to knowledge as their mission.
Edit intent: clarity
Original: GLAM is an acronym for "galleries, libraries, archives, and museums",Australian Society of Archivists, Australian Society of Archivists Annual Conference - GLAM, 17–20 September 2003, Hilton, Adelaide. and refers to cultural institutions that have access to knowledge as their mission.
Revised: GLAM is an acronym for "galleries, libraries, archives, and museums",Australian Society of Archivists, Australian Society of Archivists Annual Conference - GLAM, 17–20 September 2003, Hilton, Adelaide. and refers to cultural institutions that have access to knowledge . GLAMs collect and maintain cultural heritage materials in the public interest. As collecting institutions, GLAMs preserve and make accessible primary sources valuable for researchers.
Edit intent: clarity
Original:  Various versions of the acronym exist, such as LAM, which leaves out galleries, which may be seen as a subset of museums, and may be confused with commercial galleries where art is bought and sold . GLAMR is another variant which includes "records".
Revised:  Versions of the acronym exist, such as LAM, which leaves out galleries, which may be seen as a subset of museums, and may be confused with commercial galleries where art is bought and sold . GLAMR is another variant which includes "records".
Edit intent: coherence
Original:  Various versions of the acronym exist, such as LAM, which leaves out galleries, which may be seen as a subset of museums, and may be confused with commercial galleries where art is bought and sold . GLAMR is another variant which includes "records".
Revised:  Various versions of the acronym exist, such as LAM, which leaves out galleries, which may be seen as a subset of museums, or else potentially confused with commercial galleries where art is bought and sold . GLAMR is another variant which includes "records".
Edit intent: clarity
Original:  Various versions of the acronym exist, such as LAM, which leaves out galleries, which may be seen as a subset of museums, and may be confused with commercial galleries where art is bought and sold . GLAMR is another variant which includes "records".
Revised:  Various versions of the acronym exist, such as LAM, which leaves out galleries, which may be seen as a subset of museums, and may be confused with commercial establishments where art is bought and sold . GLAMR is another variant which includes "records".
Edit intent: clarity
Original:  The term LAM has been in use at least since the 1990s .
Revised:  The term LAM has been in use since the 1990s .
Edit intent: clarity
Original:  Furthermore, during the nineteenth and twentieth centuries distinct professional societies and educational programs developed for each kind of institution .
Revised:  Furthermore, during the nineteenth and twentieth centuries distinct professional societies and educational programs developed for each kind of institution 
Edit intent: fluency
Original:  As collecting institutions, GLAMs preserve and make accessible primary sources valuable for researchers .
Revised:  .
Edit intent: coherence
Original:  Paris-Orsay-museum-inside-overview
Edit intent: coherence
Original:  Furthermore, during the nineteenth and twentieth centuries  distinct professional societies and educational programs developed for each kind of institution.
Revised:  Furthermore, during the nineteenth and twentieth centuries , distinct professional societies and educational programs developed for each kind of institution.
Edit intent: fluency
Original: Proponents of greater collaboration argue that the present convergence is actually a return to traditional unity.
Revised: Proponents of greater collaborations argue that the present convergence is actually a return to traditional unity.
Edit intent: fluency
Original:  On 13 November 1884 Parliament voted a sum of £675, 000Hansard 13 Nov 1884 (this is equivalent to over £32 million today) for military operations in Bechuanaland.
Revised:  On 13 November 1884 Parliament voted a sum of £675, 000 (this is equivalent to over £32 million today) for military operations in Bechuanaland.
Edit intent: clarity
Original: British Bechaunaland 1888 overprinted 4d on four pence History For many months, starting in 1883, pressure was placed on the British Government to do something in Bechuanaland because of unrest in the area.
Revised:  History For many months, starting in 1883, pressure was placed on the British Government to do something in Bechuanaland because of unrest in the area.
Edit intent: coherence
Original:   On 2 December 1885 stamps from Cape of Good Hope overprinted 'British Bechuanaland' were made available at Vryburg post office.
Revised:  British Bechaunaland 1888 overprinted 4d on four pence British Bechaunaland 1888 overprinted 4d on four pence On 2 December 1885 stamps from Cape of Good Hope overprinted 'British Bechuanaland' were made available at Vryburg post office.
Edit intent: fluency
Original:   Postal stationery British Bechuanaland 1d Newspaper wrapper used 3 March 1894 at Mafeking to Kimberley - the newspaper rate at the time was ½d.
Revised:  Postal stationery 
Edit intent: clarity
Original:  British Bechaunaland 1888 overprinted 4d on four pence British Bechaunaland 1888 overprinted 4d on four pence A further seven stamps were produced by overprinting either Cape Colony stamps or British stamps before British Bechuanaland was annexed by the Cape of Good Hope on 16 November 1895 and ceased to issue stamps.
Revised:  British Bechaunaland 1888 overprinted 4d on four pence A further seven stamps were produced by overprinting either Cape Colony stamps or British stamps before British Bechuanaland was annexed by the Cape of Good Hope on 16 November 1895 and ceased to issue stamps.
Edit intent: fluency
Original:  Stellaland stamps are known used by Warren ’ s Force at Kimberley.
Revised:  Stellaland stamps are known used by Warren ' s Force at Kimberley.
Edit intent: fluency
Original: File:Non-Native-American-Nations-Territorial-Claims-over-NAFTA-countries-1750-2008.gif|351px|Territorial evolution of North America of non-native nation states from 1750 to 2008|alt=Animated map showing the border changes in North America from 1750–2008 via over 70 slides The 1763 Treaty of Paris ended the major war known by Americans as the French and Indian War and by Canadians as the Seven Years' War / Guerre de Sept Ans, or by French-Canadians, La Guerre de la Conquête.
Revised:  The 1763 Treaty of Paris ended the major war known by Americans as the French and Indian War and by Canadians as the Seven Years' War / Guerre de Sept Ans, or by French-Canadians, La Guerre de la Conquête.
Edit intent: clarity
Original: The 1763 Treaty of Paris ended the major war known by Americans as the French and Indian War and by Canadians as the Seven Years' War / Guerre de Sept Ans, or by French-Canadians, La Guerre de la Conquête.
Revised: The 1763 Treaty of Paris ended the major war NOWNby Americans as the French and Indian War and by Canadians as the Seven Years' War / Guerre de Sept Ans, or by French-Canadians, La Guerre de la Conquête.
Edit intent: fluency
Original:  These demands for more autonomy sparked several wars, including the American Revolutionary War (1775–1783) and the Mexican War of Independence (1810–1821).
Revised:  These demands for more autonomy sparked several wars, including SUSAmerican Revolutionary War (1775–1783) and the Mexican War of Independence (1810–1821).
Edit intent: fluency
Original:  Likewise, Canada faced tensions between settlers, including French and English communities, and the colonial administration that led to the outbreak of civil strife in 1837.
Revised:  Likewise, Canada faced tensions between settlers, including French and English communities, and the colonial ADMINthat led to the outbreak of civil strife in 1837.
Edit intent: fluency
Original: jpg|250px|In a meeting with the President of Israel Reuven Rivlin and other Parliament Chairman's from Africa, Beit HaNassi, December 2017 (third from right)]] 250px|Prof Oquaye taken as he endorses the World March for Peace and Nonviolence Aaron Mike Oquaye, (born 4 April 1944) is a Ghanaian barrister, academic, diplomat, Baptist minister and politician whi served as the sixth Speaker of Parliament of the Fourth Republic of Ghana from 2017 to 2021.
Revised: jpg|250px|In a meeting with the President of Israel Reuven Rivlin and other Parliament Chairman's from Africa, Beit HaNassi, December 2017 (third from right)]] 250px|Prof Oquaye taken as he endorses the World March for Peace and Nonviolence Aaron Mike Oquaye, (born 4 April 1944) is a Ghanaian barrister, academic, diplomat, Baptist minister and politician who served as the sixth Speaker of Parliament of the Fourth Republic of Ghana from 2017 to 2021.
Edit intent: fluency
Original:  He  held the cabinet minister portfolios for energy and communication and was  the Ghanaian envoy to India.
Revised:  He previously held the cabinet minister portfolios for energy and communication and was the Ghanaian envoy to India.
Edit intent: coherence
Original:  He  held the cabinet minister portfolios for energy and communication and was  the Ghanaian envoy to India.
Revised:  He held the cabinet ministerial portfolios for energy and communication and was the Ghanaian envoy to India.
Edit intent: fluency
Original:  He  held the cabinet minister portfolios for energy and communication and was  the Ghanaian envoy to India.
Revised:  He held the cabinet minister portfolios for energy and communication and was also the Ghanaian envoy to India.
Edit intent: clarity
Original: jpg|250px|In a meeting with the President of Israel Reuven Rivlin and other Parliament Chairman's from Africa, Beit HaNassi, December 2017 (third from right)]] 250px|Prof Oquaye taken as he endorses the World March for Peace and Nonviolence Aaron Mike Oquaye , (born 4 April 1944) is a Ghanaian barrister and politician who served as the sixth Speaker of Parliament of the Fourth Republic of Ghana from 2017 to 2021.
Revised: jpg|250px|In a meeting with the President of Israel Reuven Rivlin and other Parliament Chairman's from Africa, Beit HaNassi, December 2017 (third from right)]] 250px|Prof Oquaye taken as he endorses the World March for Peace and Nonviolence Aaron Mike Oquaye (born 4 April 1944) is a Ghanaian barrister and politician who served as the sixth Speaker of Parliament of the Fourth Republic of Ghana from 2017 to 2021.
Edit intent: fluency
Original:  An academic, diplomat and Baptist minister, he previously held the cabinet ministerial portfolios for energy and communication and was also the Ghanaian envoy to India under the Kufuor government .
Revised:  An academic, diplomat and Baptist minister, he previously held the cabinet ministerial portfolios for energy and communication and was also the Ghanaian envoy to India in the Kufuor administration .
Edit intent: clarity
Original:  In 2021, he was nominate by the New Patriotic Party for the role as a Speaker of Parliament in which he lost to Alban Kingsford Sumani Bagbin on January 7 who was nominated by the National Democratic Congress.
Revised:  In 2021, he was nominated by the New Patriotic Party for the role as a Speaker of Parliament in which he lost to Alban Kingsford Sumani Bagbin on January 7 who was nominated by the National Democratic Congress.
Edit intent: fluency
Original:  These authors established Smooth Meadow-grass (Poa pratensis) and white clover (Trifolium repens) as living mulches since they did not caused reduction of yield corn (the accompanying main crop).
Revised:  These authors established Smooth Meadow-grass (Poa pratensis) and white clover (Trifolium repens) as living mulches since they did not cause reduction of yield corn (the accompanying main crop).
Edit intent: fluency
Original:  They found that Pueraria accumulated 838 mg of dm (dry matter) ha-1 as compared with 4.4 mg dm ha−1 for Theobroma grandiflorum, and 1.4 mg dm ha-1 for Bactris gasipaes.
Revised:  They found that Pueraria accumulated 838 mg of dm (dry matter) ha-1 as compared with 4.4 ton dm ha−1 for Theobroma grandiflorum, and 1.4 mg dm ha-1 for Bactris gasipaes.
Edit intent: style
Original:  They found that Pueraria accumulated 838 mg of dm (dry matter) ha-1 as compared with 4.4 mg dm ha−1 for Theobroma grandiflorum, and 1.4 mg dm ha-1 for Bactris gasipaes.
Revised:  They found that Pueraria accumulated 838 mg of dm (dry matter) ha-1 as compared with 4.4 mg dm ha−1 for Theobroma grandiflorum, and 1.4 ton dm ha-1 for Bactris gasipaes.
Edit intent: clarity
Original:  They found that Pueraria accumulated 8.8 metric ton of dm (dry matter) ha-1 as compared with 4.4 ton dm ha−1 for Theobroma grandiflorum, and 1.4 ton dm ha-1 for Bactris gasipaes.
Revised:  They found that Pueraria accumulated 8.8 metric ton of dm (dry matter) ha-1 as compared with 4.4 t dm ha−1 for Theobroma grandiflorum, and 1.4 ton dm ha-1 for Bactris gasipaes.
Edit intent: clarity
Original:  They found that Pueraria accumulated 8.8 metric ton of dm (dry matter) ha-1 as compared with 4.4 ton dm ha−1 for Theobroma grandiflorum, and 1.4 ton dm ha-1 for Bactris gasipaes.
Revised:  They found that Pueraria accumulated 8.8 metric ton of dm (dry matter) ha-1 as compared with 4.4 ton dm ha−1 for Theobroma grandiflorum, and 1.4 t dm ha-1 for Bactris gasipaes.
Edit intent: clarity
Original: In agriculture, a living mulch is a cover crop interplanted or undersown with a main crop, and intended to serve the functions of a mulch, such as weed suppression and regulation of soil temperature.
Revised: In agriculture, a living mulch is a cover crop interplanted or undersown with a main crop, and intended to serve the purposes of a mulch, such as weed suppression and regulation of soil temperature.
Edit intent: clarity
Original: In one experiment, water runoff and soil loss on a 14\% slope was compared for rototilled (RT), no-till with corn stover mulch ( NTCMS ), no-till in CSM+ birdsfoot trefoil living mulch (NT-BFT) and no till in CSM and crownvetch living mulch (NT-CV).
Revised: In one experiment, water runoff and soil loss on a 14\% slope was compared for rototilled (RT), no-till with corn stover mulch ( NT-CSM ), no-till in CSM+ birdsfoot trefoil living mulch (NT-BFT) and no till in CSM and crownvetch living mulch (NT-CV).
Edit intent: clarity
Original:  The results indicated that the water runoff was 6,350 L ha-1 for NT-BFT, 6,350 L ha-1 NO-CSM , 5,925 L ha-1 for NT-CV, and 145,000 L ha-1 for RT.
Revised:  The results indicated that the water runoff was 6,350 L ha-1 for NT-BFT, 6,350 L ha-1 NT-CSM , 5,925 L ha-1 for NT-CV, and 145,000 L ha-1 for RT.
Edit intent: fluency
Original: The Demerara rebellion of 1823 was an uprising involving more than 10,000 slaves that took place in the colony of Demerara-Essequibo (Guyana).
Revised: The Demerara rebellion of 1823 was an uprising involving more than 10,000 enlaved that took place in the colony of Demerara-Essequibo (Guyana).
Edit intent: fluency
Original: The Demerara rebellion of 1823 was an uprising involving more than 10,000 enlaved that took place in the colony of Demerara-Essequibo (Guyana).
Revised: The Demerara rebellion of 1823 was an uprising involving more than 10,000 enslaved that took place in the colony of Demerara-Essequibo (Guyana).
Edit intent: fluency
Original: The Demerara rebellion of 1823 was an uprising involving more than 10,000 enslaved people that took place in the colony of Demerara-Essequibo (Guyana).
Revised:  involving more than 10,000 enslaved people that took place in the colony of Demerara-Essequibo (Guyana).
Edit intent: clarity
Original:  Post ignored these protestations and made facilities available for URL The facilities were easily outgrown by popularity of worship within just eight months.
Revised:  Post ignored these protestations and made facilities available for worship. The facilities were easily outgrown by popularity of worship within just eight months.
Edit intent: clarity
Original:  Results showed a 92\% reduction in mean pain scores 5-7 hours after the first administration of Gelclair.
Revised:  Results showed a 92\% reduction in mean pain scores 5–7 hours after the first administration of Gelclair.
Edit intent: fluency
Original:  Patients were also given Gelclair for a further 7-10 days and at the end of this period, pain scores were recorded.
Revised:  Patients were also given Gelclair for a further 7–10 days and at the end of this period, pain scores were recorded.
Edit intent: fluency
Original:  Presented at the Italian Tumour League III congress for professional oncology nurses, Conegliano, Italy, 10-12 October 2001 studied thirty patients with lesions of the mouth and oropharynx (caused by various diseases).
Revised:  Presented at the Italian Tumour League III congress for professional oncology nurses, Conegliano, Italy, 10–12 October 2001 studied thirty patients with lesions of the mouth and oropharynx (caused by various diseases).
Edit intent: fluency
Original:  External Links Gelclair UK Product Website
Revised:  External links Gelclair UK Product Website
Edit intent: fluency
Original: Sara E. Cooper, The Ties that Bind (2004) p. 17 Conjoint family therapy stressed accordingly the importance in group therapy of bringing not only the identified patient but the extended family in which their problems arose into the therapyEric Berne, A Layman's Guide to Psychiatry and Psychoanalysis (Penguin 1976) p. 295 – with the ultimate goal of relieving the IP of the broader family feelings they have been carrying.
Revised: Sara E. Cooper, The Ties that Bind (2004) p. 17 Conjoint family therapy stressed accordingly the importance in group therapy of bringing not only the identified patient but the extended family in which their problems arose into the therapyEric Berne, A Layman's Guide to Psychiatry and Psychoanalysis (Penguin 1976) p. 295 – with the ultimate goal of relieving the IP of the broader family feelings he or she has been carrying.
Edit intent: clarity
Original: Virginia Axline, Dibs In Search of Self (Penguin 1975) page 80 A child may be regarded as a bully and a troublemaker in school and labeled a "problem child", when he may in fact be expressing conflicts and problems, such as abuse from home, by acting out and being "bad".
Revised: Virginia Axline, Dibs In Search of Self (Penguin 1975) page 80 A child may be regarded as a bully and a troublemaker in school and labeled a "problem child", when he may in fact be expressing conflicts and problems, such as abuse at home, by acting out and being "bad".
Edit intent: clarity