wanyu/IteraTeR_v2 huggingface dataset:
Original: Natural resistance-associated macrophage proteins ( NRAMPs)are members of the metal ion (Mn2+-iron) transporter family (TC# 2.A.55) .
Revised: Natural resistance-associated macrophage proteins ( Nramps), also known as metal ion (Mn2+-iron) transporter family (TC# 2.A.55) .
Edit intent: clarity
Original: Natural resistance-associated macrophage proteins ( NRAMPs)are members of the metal ion (Mn2+-iron) transporter family (TC# 2.A.55) .
Revised: Natural resistance-associated macrophage proteins ( NRAMPs)are members of the metal ion (Mn2+-iron) transporters (TC# 2.A.55) .
Edit intent: clarity
Original:  London, UK. and adverse drug reactions being reconciliated in the prescription charts.
Revised:  London, UK. and adverse drug reactions being reconciled in the prescription charts.
Edit intent: fluency
Original:   References 
Revised:  A cross-sectional study was conducted over 2 months (September–October 2015) at four Jordanian hospitals accredited by the Joint International Commission demonstrates a relatively low awareness of the concept and policy of medication reconciliation process among Jordanian pharmacists. This suggests that educational programs are urgently needed to increase pharmacists’ role and responsibilities in implementing and practicing reconciliation services with expected positive impact on patient care References 
Edit intent: coherence
Original:  It is usually undertaken by a pharmacist , and may include consulting several sources such as the patient, their relatives or carers, or their primary care physician.
Revised:  It is usually undertaken by a pharmacist and may include consulting several sources such as the patient, their relatives or carers, or their primary care physician.
Edit intent: fluency
Original:  It is usually undertaken by a pharmacist and may include consulting several sources such as the patient, their relatives or carers , or their primary care physician.
Revised:  It is usually undertaken by a pharmacist and may include consulting several sources such as the patient, their relatives or caregivers , or their primary care physician.
Edit intent: fluency
Original: Medicines reconciliation  is the process of ensuring that a hospital patient's medication list is as up-to-date as possible.
Revised: Medicines reconciliation or medication reconciliation is the process of ensuring that a hospital patient's medication list is as up-to-date as possible.
Edit intent: clarity
Original:  From April 2020 it is to be an essential service in the community pharmacy contract in England   .
Revised:  From April 2020 it is to be an essential service in the community pharmacy contract in England . .
Edit intent: fluency
Original:   URL The final climb Gallery
Revised:  The visitors use the utensils, wash them and dip it back URL The final climb Gallery
Edit intent: coherence
Original: Dhak Bahiri is a cave and situated on the southern scarp of the dhak fort situated near the village Jambhivli off village-Malavali in Pune district .
Revised: Dhak Bahiri is a cave and situated on the southern scarp of the dhak fort situated near the village Jambhivli off village-Malavali in the Pune district of India .
Edit intent: clarity
Original: Dhak Bahiri is a cave in the sahyadri hill range, situated near the village Jambhivli off village-Malavali in the Pune district of India.
Revised: Dhak Bahiri is a cave in the Sahyadri hill range, situated near the village Jambhivli off village-Malavali in the Pune district of India.
Edit intent: fluency
Original:  The water continuously draining  from the rock is accumulated in a cistern , 50-100 people can stay in the cave overnight.
Revised:  The water continuously draining from the rock face drains into a cistern in the cave overnight.
Edit intent: clarity
Original:  The visitors use the utensils , wash them and dip it back URL The final climb Gallery View from jambhivli edge
Revised:  The visitors use the utensils , wash them and dip it back URL The final climb Gallery 
Edit intent: coherence
Original:  The local village maintains a supply of utensils and cookware on hand for use by URL The final climb
Revised:  The local village maintains a supply of utensils and cookware on hand for use by campers. The final climb
Edit intent: clarity
Original:  The local village maintains a supply of utensils and cookware on hand for use by campers .
Revised:  The local village maintains a supply of utensils and cookware on hand for use by cam pers .
Edit intent: fluency
Original:  First page of Kayhan, 8 February 1979 After revolution Iranian Air force commanders and personnel allegiance with Supreme leader, Ali Khamenei, every year on 8 February . thumbnail|Iranian Air Force allegiance with Ali Khamenei on 8 February 2016
Revised:  After revolution Iranian Air force commanders and personnel allegiance with Supreme leader, Ali Khamenei, every year on 8 February . thumbnail|Iranian Air Force allegiance with Ali Khamenei on 8 February 2016
Edit intent: coherence
Original:  First page of Kayhan, 8 February 1979 After revolution Iranian Air force commanders and personnel allegiance with Supreme leader, Ali Khamenei, every year on 8 February . thumbnail|Iranian Air Force allegiance with Ali Khamenei on 8 February 2016
Revised:  First page of Kayhan, 8 February 1979 After revolution Iranian Air force commanders and personnel allegiance with Supreme leader, Ali Khamenei, every year on 8 February 
Edit intent: coherence
Original: Homafaran allegiance () is a historical photo that  captured by Abdol-Hussein Partovi on 7 February 1979 in Alavi institute.
Revised: Homafaran allegiance () is a historical photo that was captured by Abdol-Hussein Partovi on 7 February 1979 in Alavi institute.
Edit intent: fluency
Original:  There is a widespread assumption that aged homeless people are rareCohen, Carl I., Jay Sokolovsky, and Maureen Crane.
Revised:  There is a widespread assumption that aged homeless people are rare,Cohen, Carl I., Jay Sokolovsky, and Maureen Crane.
Edit intent: fluency
Original:  Springer Netherlands, 2001. , but this is not true.
Revised:  Springer Netherlands, 2001. but this is not true.
Edit intent: fluency
Original:  That was up to 37\% by 2003, and currently, 50\% of America ’ s homeless are over 50. Japan, Australia and the United Kingdom also show increases in their populations of aging homelessness.
Revised:  That was up to 37\% by 2003, and currently, 50\% of America ' s homeless are over 50. Japan, Australia and the United Kingdom also show increases in their populations of aging homelessness.
Edit intent: fluency
Original:  Homelessness has been found to be a factor in dramatically shortening a person ’ s life expectancy.
Revised:  Homelessness has been found to be a factor in dramatically shortening a person ' s life expectancy.
Edit intent: fluency
Original:  Journal Of Psychosocial Nursing And Mental Health Services, 54(9), 25-29. doi:10.3928/ 02793695-20160817-04As a result of the fluctuating economy, many older adults are finding themselves at risk of homelessness.
Revised:  Journal Of Psychosocial Nursing And Mental Health Services, 54(9), 25-29. doi:10.3928/ 02793695-20160817-04 As a result of the fluctuating economy, many older adults are finding themselves at risk of homelessness.
Edit intent: fluency
Original:  Individuals aged 50-64 have little to no savings and as a result of the Great Recession of 2008 many saw a loss in the value of their property.
Revised:  Individuals aged 50–64 have little to no savings and as a result of the Great Recession of 2008 many saw a loss in the value of their property.
Edit intent: fluency
Original:  Seniors Housing & Care Journal, 21(1), 126-135. . The reasons for homelessness can be characterized into three groups: those who lack stable, social relationships those who are "predisposed to personal vulnerabilities", those who lack access to affordable housing, and those who can not afford or receive proper healthcareBrown , R. T., Lori Thomas, M., Cutler, D. F., & Hinderlie, M. (2013).
Revised:  Seniors Housing & Care Journal, 21(1), 126-135. The reasons for homelessness can be characterized into three groups: those who lack stable, social relationships those who are "predisposed to personal vulnerabilities", those who lack access to affordable housing, and those who can not afford or receive proper healthcareBrown , R. T., Lori Thomas, M., Cutler, D. F., & Hinderlie, M. (2013).
Edit intent: fluency
Original:  Seniors Housing & Care Journal, 21(1), 126-135. . The reasons for homelessness can be characterized into three groups: those who lack stable, social relationships those who are "predisposed to personal vulnerabilities", those who lack access to affordable housing, and those who can not afford or receive proper healthcareBrown , R. T., Lori Thomas, M., Cutler, D. F., & Hinderlie, M. (2013).
Revised:  Seniors Housing & Care Journal, 21(1), 126-135. . The reasons for homelessness can be characterized into three groups: those who lack stable, social relationships those who are "predisposed to personal vulnerabilities", those who lack access to affordable housing, and those who can not afford or receive proper healthcare.Brown , R. T., Lori Thomas, M., Cutler, D. F., & Hinderlie, M. (2013).
Edit intent: fluency
Original:  Seniors Housing & Care Journal, 21(1), 126-135. . Those who do not have strong familial relationships with kids or other family members and do not have strong friend relationships are more at risk of becoming homelessness than those that do.
Revised:  Seniors Housing & Care Journal, 21(1), 126-135. Those who do not have strong familial relationships with kids or other family members and do not have strong friend relationships are more at risk of becoming homelessness than those that do.
Edit intent: fluency
Original:  Seniors Housing & Care Journal, 21(1), 126-135 . . Many local and national organizations such as the Hearth Outreach Program (located in Boston), the National Coalition for homelessness, the National Alliance to End Homelessness, and Justice in Aging and others, seek ways to raise money and improve the lives of the elderly living in homelessness.
Revised:  Seniors Housing & Care Journal, 21(1), 126-135 . Many local and national organizations such as the Hearth Outreach Program (located in Boston), the National Coalition for homelessness, the National Alliance to End Homelessness, and Justice in Aging and others, seek ways to raise money and improve the lives of the elderly living in homelessness.
Edit intent: fluency
Original:  Japan, Australia and the United Kingdom also show increases in their populations of aging homelessness.
Revised:  Japan, Australia and the United Kingdom show increases in their populations of aging homelessness.
Edit intent: clarity
Original:  Retrieved February 25, 2018, from URL
Revised:  Retrieved February 25, 2018.
Edit intent: coherence
Original: A 2013 report commissioned by the Australian Government found that while general homelessness had increased by 3\% since 2011, for those over 55 it had increased by 14\% . And this is despite Australia having a comprehensive social safety net.
Revised: A 2013 report commissioned by the Australian Government found that while general homelessness had increased by 3\% since 2011, for those over 55 it had increased by 14\% , despite Australia having a comprehensive social safety net.
Edit intent: coherence
Original:  Many local and national organizations such as the Hearth Outreach Program (located in Boston), the National Coalition for homelessness, the National Alliance to End Homelessness, and Justice in Aging and others, seek ways to raise money and improve the lives of the elderly living in homelessness.
Revised:  Many local and national organizations such as the Hearth Outreach Program (located in Boston), the National Coalition for homelessness, the National Alliance to End Homelessness, Justice in Aging and others, seek ways to raise money and improve the lives of the elderly living in homelessness.
Edit intent: fluency
Original:  available at URL Also 'Safety Express' March/ April 2006 Page 5 'April 28th is...
Revised:  available at Also 'Safety Express' March/ April 2006 Page 5 'April 28th is...
Edit intent: coherence
Original:  more info available at URL
Revised:  more info available at 
Edit intent: clarity
Original:  It commemorates workers who have been killed, injured or suffered illness due to workplace related hazards and incidents .
Revised:  It commemorates workers who have been killed, injured or suffered illness due to workplace related hazards and occupational exposures .
Edit intent: clarity
Original:  Hoover Dam Monument, Boulder City, Nevada, USA Airplane and Fishermen Monument, Hedinsfjordur, Iceland Workers Memorial Day Stained Glass Window, Birmingham, England Deceased Workers Memorial Forest [Adelaide South Australia] National Deceased Workers Memorial (Workers Glade) [Canberra Australia]  
Revised:  Hoover Dam Monument, Boulder City, Nevada, USA Airplane and Fishermen Monument, Hedinsfjordur, Iceland Workers Memorial Day Stained Glass Window, Birmingham, England Deceased Workers Memorial Forest [Adelaide South Australia] National Deceased Workers Memorial (Workers Glade) [Canberra Australia] The Workers Memorial 
Edit intent: coherence
Original:  Sculpture by Rob Moir and Sally Lawrence Miner's Memorial Kirkland Lake, Ontario  Canada.
Revised:  Sculpture by Rob Moir and Sally Lawrence Miner's Memorial Kirkland Lake, Ontario , Canada.
Edit intent: fluency
Original: The National Day of Mourning, or Workers ’ Mourning Day is observed in Canada on 28 April.
Revised: The National Day of Mourning, or Workers ' Mourning Day is observed in Canada on 28 April.
Edit intent: fluency
Original:  The AFL-CIO declared a day of mourning in 1989 and a "workers' Memorial Day" is observed in over 100 countries.
Revised:  The AFL–CIO declared a day of mourning in 1989 and a "workers' Memorial Day" is observed in over 100 countries.
Edit intent: fluency
Original:   Category:History of Cambodia Category:Battles involving the Khmer Empire Category:Battles involving the Ayutthaya Kingd
Revised:  References Category:History of Cambodia Category:Battles involving the Khmer Empire Category:Battles involving the Ayutthaya Kingd
Edit intent: fluency
Original:  Angkor was subsequently abandoned in the following centures before being abandoned completely.
Revised:  Angkor was subsequently abandoned in the following centuries before being abandoned completely.
Edit intent: fluency
Original:  After the Khmer refused to recognize Thai authority, the Thai besieged Angkot and sacked the capital city.
Revised:  After the Khmer refused to recognize Thai authority, the Thai besieged Angkor and sacked the capital city.
Edit intent: fluency
Original:  After the Fall of Angkor, the King moved the capital first to Basan (city) and later to Krong Chaktomuk, initiating the period known as the Dark Ages of Cambodia.
Revised:  After the Fall of Angkor, the King moved the capital first to Basan and later to Krong Chaktomuk, initiating the period known as the Dark Ages of Cambodia.
Edit intent: clarity
Original:  Though the Empire lived on as the Kingdom of Kambujadesa, it was reduced to a minor state in Southeast Asia and often became a vassal to larger neighbouring states.
Edit intent: coherence
Original:  After the Fall of Angkor, the King moved the capital first to Basan and later to Krong Chaktomuk, initiating the period known as the Dark Ages of Cambodia .
Revised:  After the Fall of Angkor, the King moved the capital first to Basan and later to Krong Chaktomuk, initiating the period known as the Post-Angkor Period .
Edit intent: clarity
Original:  Angkor was subsequently abandoned in the following centuries before being abandoned completely .
Revised:  Angkor was subsequently abandoned .
Edit intent: clarity
Original: The Siege of Angkor, also known as the Sack of Angkor or Fall of Angkor was a seven-month siege by the Kingdom of Ayutthaya on the Khmer capital of Angkor.
Revised: The Fall of Angkor, also known as the Sack of Angkor or Fall of Angkor was a seven-month siege by the Kingdom of Ayutthaya on the Khmer capital of Angkor.
Edit intent: fluency
Original: The Siege of Angkor, also known as the Sack of Angkor or Fall of Angkor was a seven-month siege by the Kingdom of Ayutthaya on the Khmer capital of Angkor.
Revised: The Siege of Angkor, also known as the Sack of Angkor or Siege of Angkor was a seven-month siege by the Kingdom of Ayutthaya on the Khmer capital of Angkor.
Edit intent: clarity
Original:  In 1923 the KKK in Eugene was extremely active, but that didn't prevent sociologist and civil rights activist W.E.B Dubois from accepting an invitation from Byrd to speak on the campus of the University of Oregon, which led to Byrd and Dubois forming a close friendship.
Revised:  In 1923 the KKK in Eugene was extremely active, but that did not prevent sociologist and civil rights activist W.E.B Dubois from accepting an invitation from Byrd to speak on the campus of the University of Oregon, which led to Byrd and Dubois forming a close friendship.
Edit intent: fluency
Original:  Hughes even read poetry to Byrd , and the crowd.
Revised:  Hughes even read poetry to Byrd and the crowd.
Edit intent: fluency
Original:  Byrd's work led her to speak at the ‘ Sixth Congress of the Women’s International League for Peace and Freedom ’ in ‘ 29.
Revised:  Byrd's work led her to speak at the Sixth Congress of the Women’s International League for Peace and Freedom ’ in ‘ 29.
Edit intent: fluency
Original:  Byrd's work led her to speak at the ‘ Sixth Congress of the Women’s International League for Peace and Freedom ’ in ‘ 29.
Revised:  Byrd's work led her to speak at the ‘ Sixth Congress of the Women’s International League for Peace and Freedom in ' 29.
Edit intent: fluency
Original:  Civil rights activism In 1929 Byrd began working as a research assistant in Fisk University ‘ s sociology department.
Revised:  Civil rights activism In 1929 Byrd began working as a research assistant in Fisk University ' s sociology department.
Edit intent: fluency
Original:  On February 21st , 1934, Byrd was barred from the Senate restaurant.
Revised:  On February 21 , 1934, Byrd was barred from the Senate restaurant.
Edit intent: fluency
Original:  Upon entering the restaurant, the waitress informed them, "If that woman is colored, she can ’ t eat in here."
Revised:  Upon entering the restaurant, the waitress informed them, "If that woman is colored, she can ' t eat in here."
Edit intent: fluency
Original:  After working at the school for a while and then getting involved with the NRA in the 1930s and then stepping out of the public life for a while, she began working as the executive director of St. Louis ’ People's Art Center.
Revised:  After working at the school for a while and then getting involved with the NRA in the 1930s and then stepping out of the public life for a while, she began working as the executive director of St. Louis ' People's Art Center.
Edit intent: fluency
Original:  Byrd was still associated with New York's YWCA but became the president of the Alpha Beta Chapter  of the Delta Sigma Theta sorority at Fisk University, where she also helped to organize a group of African American college students . Byrd was selected in 1927 to then travel to England where she studied settlement housing.
Revised:  Byrd was still associated with New York's YWCA but became the president of the Alpha Beta Chapter of the Delta Sigma Theta sorority . Byrd was selected in 1927 to then travel to England where she studied settlement housing.
Edit intent: coherence
Original:  After working at the school for a while and then getting involved with the NRA in the 1930s and then stepping out of the public life for a while, she began working as the executive director of St. Louis' People's Art Center.
Revised:  After working at the school for a while and then getting involved with the NRA in the 1930s and then stepping out of public life for a while, she began working as the executive director of St. Louis' People's Art Center.
Edit intent: fluency
Original: Research has shown that there are potential respiratory health risks associated with indoor Swimming pools .
Revised: Respiratory risks of indoor swimming pools can include coughing, wheezing, aggravated asthma, and airway hyper-responsiveness (spasms of the bronchial tubes in the lungs causing coughing and chest tightness) .
Edit intent: clarity
Original:  Exposure to these DBPs are the potential cause for respiratory symptoms – including airway hyper-responsiveness (spasms of the bronchial tubes in the lungs causing coughing and chest tightness) - in swimmers . Multiple studies have shown the potential correlation between chronic exposure to DBPs and respiratory symptoms among competitive swimmers but more research is needed on the effects of these DBPs on recreational swimmers.
Revised:  Exposure to these DBPs are the potential cause for respiratory symptoms in swimmers . Multiple studies have shown the potential correlation between chronic exposure to DBPs and respiratory symptoms among competitive swimmers but more research is needed on the effects of these DBPs on recreational swimmers.
Edit intent: clarity
Original:  Studies done on the vulnerability of younger children demonstrate that immature lungs are more likely to absorb more of these DBPs  
Revised:  Studies done on the vulnerability of younger children demonstrate that immature lungs are more likely to absorb more of these DBPs . 
Edit intent: fluency
Original:  Respiratory risks of indoor swimming pools can include coughing, wheezing, aggravated asthma, and airway hyper-responsiveness (spasms of the bronchial tubes in the lungs causing coughing and chest tightness).
Revised: Indoor Swimming Pool Respiratory risks of indoor swimming pools can include coughing, wheezing, aggravated asthma, and airway hyper-responsiveness (spasms of the bronchial tubes in the lungs causing coughing and chest tightness).
Edit intent: clarity
Original:  On March 15, 18-year-old Ronald Gene Erickson was arrested for the crime following aroutine traffic stop.
Revised:  On March 15, 18-year-old Ronald Gene Erickson was arrested for the crime following a routine traffic stop.
Edit intent: fluency
Original: The attack helped awaken the African-American community in Houston to the continued injustices committed and also helped gain support for the students actions, including expanding the sit-ins to the downtown's Walgreen's stores.
Revised: The attack helped awaken the African-American community in Houston to the continued injustices committed and also helped gain support for the students actions, including expanding the sit-ins to the downtown's Walgreens stores.
Edit intent: fluency
Original: Acla was a Spanish colonial town founded by order of the Governor of Castilla de Oro, Pedrarias Dávila, in 1515.
Revised: Spanish colonial town founded by order of the Governor of Castilla de Oro, Pedrarias Dávila, in 1515.
Edit intent: clarity
Original:  Instead, its presence is inferred from differential performance of socioracial (e.g., Blacks, Whites), ethnic (e.g., Latinos/Latinas, Anglos), or national groups (e.g., U.S. Americans, Japanese) on measures of psychological constructs such as cognitive abilities, knowledge or skills (CAKS), or symptoms of psychopathology (e.g., depression).
Revised:  Instead, its presence is inferred from differential performance of socioracial (e.g., Blacks, Whites), ethnic (e.g., Latinos/Latinas, Anglos), or national groups (e.g., Americans, Japanese) on measures of psychological constructs such as cognitive abilities, knowledge or skills (CAKS), or symptoms of psychopathology (e.g., depression).
Edit intent: clarity
Original: Cultural beliefs and expectations have a role also in the treatment process of individual psychotherapy.
Edit intent: coherence
Original:  However, the limitations they put forth, due to their particular culture-friendliness, has been realized much later.
Edit intent: coherence
Original:  There is minimal evidence supporting the objection of cultural bias and cross-cultural examination is  possible and done frequently.
Revised:  There is minimal evidence supporting claims of cultural bias and cross-cultural examination is possible and done frequently.
Edit intent: clarity