wanyu/IteraTeR_v2 huggingface dataset:
Original: Early Iron Age (Iron Age A) Known from different cemetery and copper producing sites, especially the fort on the Jebel Radhania, Lizq and the fort at Salut. the Early Iron Age is generally accepted as lasting from 1300 to 300 BCE.
Revised: Early Iron Age Known from different cemetery and copper producing sites, especially the fort on the Jebel Radhania, Lizq and the fort at Salut. the Early Iron Age is generally accepted as lasting from 1300 to 300 BCE.
Edit intent: coherence
Original:  Late Iron Age (Iron Age B) A trilith at the site near al-Jawābī in the Ṣūr Wilayat.
Revised:  Late Iron Age A trilith at the site near al-Jawābī in the Ṣūr Wilayat.
Edit intent: coherence
Original:  One scholar (which scholar?) in particular offered the most concrete argumentation for a gradual transition as a model from the Early to Late Iron Ages at certain sites in Central Oman.
Revised:  One scholar in particular offered the most concrete argumentation for a gradual transition as a model from the Early to Late Iron Ages at certain sites in Central Oman.
Edit intent: clarity
Original:  One scholar (which scholar?) in particular offered the most concrete argumentation for a gradual transition as a model from the Early to Late Iron Ages at certain sites in Central Oman.
Revised:  One scholar (which scholar?) in particular offered concrete argumentation for a gradual transition as a model from the Early to Late Iron Ages at certain sites in Central Oman.
Edit intent: clarity
Original:  Samad al-Shan and smaller sites, such as al-Akhdhar, al-Amqat, BawsharNāṣir ʾal-Jahwarī wa- ʿAlī ʾal-Tījānī ʾal-Māḥī, juġrāfiyyat ʾal-mawqiʿ wa-ṯaqāfat ʾal-makān natāʾij ḥafriyyāt mawqiʿ Bawšar, Salṭanat ʿUmān, Adumatu 15, 2007, 7‒32 and al-Bustan, are type-sites for this non-writing population, with mostly hand-made pottery, copper alloy , and iron artifacts . Reoccurring pottery wares and shapes, small finds, as well as a few grave structure types define the Samad Late Iron Age assemblage.
Revised:  Samad al-Shan and smaller sites, such as al-Akhdhar, al-Amqat, BawsharNāṣir ʾal-Jahwarī wa- ʿAlī ʾal-Tījānī ʾal-Māḥī, juġrāfiyyat ʾal-mawqiʿ wa-ṯaqāfat ʾal-makān natāʾij ḥafriyyāt mawqiʿ Bawšar, Salṭanat ʿUmān, Adumatu 15, 2007, 7‒32 and al-Bustan, are type-sites for this non-writing population, with mostly hand-made pottery, copper-alloy , and iron artifacts . Reoccurring pottery wares and shapes, small finds, as well as a few grave structure types define the Samad Late Iron Age assemblage.
Edit intent: fluency
Original:  Samad al-Shan and smaller sites, such as al-Akhdhar, al-Amqat, BawsharNāṣir ʾal-Jahwarī wa- ʿAlī ʾal-Tījānī ʾal-Māḥī, juġrāfiyyat ʾal-mawqiʿ wa-ṯaqāfat ʾal-makān natāʾij ḥafriyyāt mawqiʿ Bawšar, Salṭanat ʿUmān, Adumatu 15, 2007, 7‒32 and al-Bustan, are type-sites for this non-writing population, with mostly hand-made pottery, copper alloy , and iron artifacts . Reoccurring pottery wares and shapes, small finds, as well as a few grave structure types define the Samad Late Iron Age assemblage.
Revised:  Samad al-Shan and smaller sites, such as al-Akhdhar, al-Amqat, BawsharNāṣir ʾal-Jahwarī wa- ʿAlī ʾal-Tījānī ʾal-Māḥī, juġrāfiyyat ʾal-mawqiʿ wa-ṯaqāfat ʾal-makān natāʾij ḥafriyyāt mawqiʿ Bawšar, Salṭanat ʿUmān, Adumatu 15, 2007, 7‒32 and al-Bustan, are type-sites for this non-writing population, with mostly hand-made pottery, copper alloy , and iron artefacts . Reoccurring pottery wares and shapes, small finds, as well as a few grave structure types define the Samad Late Iron Age assemblage.
Edit intent: fluency
Original: Iron Age in Dhofar Sherd of medieval pottery from Khor RoriVarious survey and a few excavations have shed light on the archaeology of the South Province of the Sultanate;Juris Zarins, The Land of Incense.
Revised: Iron Age in Dhofar Sherd of medieval pottery from Khor Rori in southern OmanVarious survey and a few excavations have shed light on the archaeology of the South Province of the Sultanate;Juris Zarins, The Land of Incense.
Edit intent: clarity
Original: History Filipino Psychology emerged and grew as part of the nationalist indigenization movement in the Philippines that was formalized in 1975.
Revised: History 
Edit intent: coherence
Original:  Example: Louis Tomlinson and Harry Styles should have lakas ng loob to make amin that they are married.
Edit intent: coherence
Original:  Hindi Ibang Tao ("one-of-us") There are three interaction levels under this category: Pakikipagpalagayang-loob:  act of mutual trust Pakikisangkot: act of joining others Pakikipagkaisa: being one with others
Revised:  Hindi Ibang Tao ("one-of-us") There are three interaction levels under this category: Pakikipagpalagayang-loob: it is the act of mutual trust Pakikisangkot: act of joining others Pakikipagkaisa: being one with others
Edit intent: clarity
Original:  born 31 October 1967) is a Russian-American model and actress.
Revised:  born 31 October 1967) is a Russian model and actress.
Edit intent: coherence
Original: Irina Pantaeva as Jade in the film Mortal Kombat: Annihilation.
Edit intent: coherence
Original:  By acting as purchasing consortia, DMCs can provide preferential rates based on the buying power they have with their preferred suppliers 
Revised:  By acting as purchasing consortia, DMCs can provide preferential rates based on the buying power they have with their preferred suppliers And don't hesitate to use a DMC, even in your own area. The time and effort saved can make it extremely cost-effective to use this type of partner no matter where you are. They will have the most current information on sports events, cultural activities, festivals, and just plain fun and facts to help you be the best you can be for every meeting and event you manage. Your staff can then concentrate on the organization-related details that only you can handle
Edit intent: coherence
Original:  Working with a DMC provides these values and more:%DIFDELCMD < %DIFDELCMD < %%% SIMPLICITY: One point of contact and payment keeps all destination details in line and on time.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% SIMPLICITY: One point of contact and payment keeps all destination details in line and on time.
Edit intent: clarity
Original:  Working with a DMC provides these values and more:%DIFDELCMD < %DIFDELCMD < %%% SIMPLICITY: One point of contact and payment keeps all destination details in line and on time.
Revised:  Working with a DMC provides these values and more:%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% CREATIVITY: original concepts for events, team building, and group activities.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  TIME and COST SAVINGS: On-going relationships with vendors to obtain the best quality, service, and negotiations.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Depending on the company and the staff specialists in the company, they offer, but are not limited to, the following:
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  A DMC provides a ground service based on local knowledge of their given destinations.
Revised:  Travel DMC provides a ground service based on local knowledge of their given destinations.
Edit intent: fluency
Original:  By acting as purchasing consortia, DMCs can provide preferential rates based on the buying power they have with their preferred suppliers
Revised:  By acting as purchasing consortia, Travel DMC can provide preferential rates based on the buying power they have with their preferred suppliers
Edit intent: clarity
Original: A Travel destination management company (DMC) is a professional services company with local knowledge, expertise and resources, working in the design and implementation of events, activities, tours, transportation and program logistics.
Revised: A destination management company (DMC) is a professional services company with local knowledge, expertise and resources, working in the design and implementation of events, activities, tours, transportation and program logistics.
Edit intent: clarity
Original:  Travel DMC provides a ground service based on local knowledge of their given destinations.
Revised:  A DMC provides a ground service based on local knowledge of their given destinations.
Edit intent: fluency
Original:  By acting as purchasing consortia, Travel DMC can provide preferential rates based on the buying power they have with their preferred suppliers
Revised:  By acting as purchasing consortia, DMCs can provide preferential rates based on the buying power they have with their preferred suppliers
Edit intent: clarity
Original:  By acting as purchasing consortia, DMCs can provide preferential rates based on the buying power they have with their preferred suppliers  
Revised:  By acting as purchasing consortia, DMCs can provide preferential rates based on the buying power they have with their preferred suppliers . 
Edit intent: fluency
Original: A DMC provides a ground service based on local knowledge of their given destinations.
Revised: A DMCprovides a ground service based on local knowledge of their given destinations.
Edit intent: fluency
Original: A DMCprovides a ground service based on local knowledge of their given destinations.
Revised: A DMC provides a ground service based on local knowledge of their given destinations.
Edit intent: fluency
Original:  Stalin reversed many of the Bolshevik wartime innovations,  he also set up a system that for some women was empowering.
Revised:  Stalin reversed many of the Bolshevik wartime innovations, and he also set up a system that for some women was empowering.
Edit intent: coherence
Original: October Revolution and the Civil War  Beginning in October 1918, the Soviet Union liberalized divorce and abortion laws, decriminalized homosexuality, permitted cohabitation, and ushered in a host of reforms that theoretically made women more equal to men.
Revised: October Revolution and the Civil War Beginning in October 1918, the Sovient Union liberalized divorce and abortion laws, decriminalized homosexuality, permitted cohabitation, and ushered in a host of reforms that theoretically made women more equal to men.
Edit intent: fluency
Original:  A decade later Stalin was General Secretary and largely reversed the reforms, although a handful of women remained in highly visible public positions.
Edit intent: coherence
Original:  BESS  . The BESS (Balance Error Scoring System) is a commonly used way to assess balance.
Revised:  BESS ''' . The BESS (Balance Error Scoring System) is a commonly used way to assess balance.
Edit intent: coherence
Original: upComplex equilibristic training Populations such as the elderly, children with neuromuscular diseases, and those with motor deficits such as chronic ankle instability have all been studied and balance training has been shown to result in improvements in postural sway and improved “one-legged stance balance” in these groups.
Revised:  Populations such as the elderly, children with neuromuscular diseases, and those with motor deficits such as chronic ankle instability have all been studied and balance training has been shown to result in improvements in postural sway and improved “one-legged stance balance” in these groups.
Edit intent: clarity
Original:  Lawson, B. D., Rupert, A. H., Legan, S. M. (2012).
Revised:  Legan, S. M. (2012).
Edit intent: coherence
Original:  Such interruptions are usually caused by ischemic heart disease (coronary artery disease) and sometimes by embolism from other causes like obstruction in blood flow through vessels.
Revised:  Such interruptions are usually caused by coronary ischemia linked to coronary artery disease, and sometimes to embolism from other causes like obstruction in blood flow through vessels.
Edit intent: clarity
Original:  Two coronary arteries originate from the left side of the heart at the beginning (root) of the aorta, just after the aorta exits the left ventricle.
Revised:  Two coronary arteries originate from the left side of the heart at the beginning (root) left ventricle.
Edit intent: clarity
Original: The difference between an agglomeration of an urban area and the daily urban system is that  an agglomeration is a multivariate means of combining townships, counties, and other defined areas.
Revised: The difference between an agglomeration of an urban area and the daily urban system is that , an agglomeration is a multivariate means of combining townships, counties, and other defined areas.
Edit intent: fluency
Original:  Daily urban system (DUS) mainly focuses on urban cities, where majority of the commuting flow take place.
Revised: Definition Daily urban system (DUS) mainly focuses on urban cities, where majority of the commuting flow take place.
Edit intent: clarity
Original:  That results in slower the speed of transportation.
Revised:  That results in slowering the speed of transportation.
Edit intent: fluency
Original:  Some are interested in micro analysis of an urban area per se, some carry out macro analysis of a region that is made up of several urban cities.
Revised:  Some are interested in micro-analysis of an urban area per se, some carry out macro analysis of a region that is made up of several urban cities.
Edit intent: fluency
Original:  Randstad area (The Netherlands) In this article, the researchers were looking at the daily urban systems within Randstad to determine if the megalopolis is considered a network city.
Revised:  Randstad area , Netherlands Researchers looked into the daily urban systems within Randstad to determine if the megalopolis is considered a network city.
Edit intent: clarity
Original:  Commute within Randstad remained loose despite the rising proportions of  population commuting to work over a decade (1992 to 2002).
Revised:  Commute within Randstad remained loose despite the rising proportions of the population commuting to work over a decade (1992 to 2002).
Edit intent: fluency
Original:  Paris Paris's central urban population is 2,125,246.
Revised:  Paris , France Paris' central urban population is 2,125,246.
Edit intent: clarity
Original:  The towns had shown improvement in traveling distance for commercial services, such as pharmacies and banking services.
Revised:  The towns had shown reduction in traveling distance for commercial services, such as pharmacies and banking services.
Edit intent: clarity
Original: Georges Roux – Ancient Iraq During the 3rd millennium BCE, there developed a very intimate cultural symbiosis between the Sumerians and the Akkadians, which included widespread bilingualism.
Revised: Georges Roux – Ancient Iraq 
Edit intent: coherence
Original:  Following the Gutian period, there is a brief Sumerian renaissance in the 21st century , cut short in the 20th century BC by Amorite invasion .
Revised:  Following the Gutian period, there is a brief Sumerian renaissance in the 21st century . It may have eventually disintegrated due to Amorite incursions .
Edit intent: clarity
Original:  From 1991 until 2003 Iraq underwent hyperinflation, increased poverty and malnutrition .
Revised:  .
Edit intent: coherence
Original:  On 4 January 2020, Van Bronckhorst signed with Chinese Super League side Guangzhou R&F. He came 11th in his only season, then quit in December so he could return to his family   .
Revised:  On 4 January 2020, Van Bronckhorst signed with Chinese Super League side Guangzhou R&F. He came 11th in his only season, then quit in December so he could return to his family . .
Edit intent: fluency
Original:  Autobiography entry: The Early Years 1975–1990 – Giovanni van Bronkhorst Official Site In 1990, aged 15, the club offered him a professional contract, which he accepted.
Revised:  In 1990, aged 15, the club offered him a professional contract, which he accepted.
Edit intent: coherence
Original:  Autobiography entry: The Early Years 1975–1990 – Giovanni van Bronkhorst Official Site He won the Dutch Youth League with Feyenoord in 1991, but struggled to break into the first team.
Revised:  He won the Dutch Youth League with Feyenoord in 1991, but struggled to break into the first team.
Edit intent: coherence
Original:  Autobiography entry: Making it at Feyenoord 1990–1996 – Giovanni van Bronkhorst Official Site 1995–96 was his breakthrough season, as he started almost every match for Feyenoord, playing alongside the likes of Regi Blinker and Henrik Larsson.
Revised:  1995–96 was his breakthrough season, as he started almost every match for Feyenoord, playing alongside the likes of Regi Blinker and Henrik Larsson.
Edit intent: coherence
Original:  Autobiography entry: Making it at Feyenoord 1990–1996 – Giovanni van Bronkhorst Official Site
Edit intent: coherence
Original:  Autobiography entry: Making it at Feyenoord 1990–1996 – Giovanni van Bronkhorst Official Site He was given his first full international cap in August 1996, being given a starting place by Guus Hiddink in the [[Netherlands national football team|''Oranjes]] lineup to face Brazil in a friendly at the Amsterdam Arena.
Revised:  He was given his first full international cap in August 1996, being given a starting place by Guus Hiddink in the [[Netherlands national football team|''Oranjes]] lineup to face Brazil in a friendly at the Amsterdam Arena.
Edit intent: coherence
Original:  Pediatrics Vol. 114 No. 5 November 1, 2004 pp. 1341 -1347 Levels in the United States are designated by the guidelines published by the American Academy of PediatricsToward Improving the Outcome of Pregnancy (1993) In Britain, the guidelines are issued by The British Association of Perinatal Medicine (BAPM), and in Canada, they are maintained by The Canadian Paediatric Society.
Revised:  Levels in the United States are designated by the guidelines published by the American Academy of PediatricsToward Improving the Outcome of Pregnancy (1993) In Britain, the guidelines are issued by The British Association of Perinatal Medicine (BAPM), and in Canada, they are maintained by The Canadian Paediatric Society.
Edit intent: coherence
Original:   A NICU can be stressful for the staff as well.
Revised:  To date there have been very few studies investigating noise reduction interventions in the NICU and it remains uncertain what their effects could be on babies' growth and development. A NICU can be stressful for the staff as well.
Edit intent: coherence
Original: NICU is typically directed by one or more neonatologists and staffed by nurses, nurse practitioners, pharmacists, physician assistants, resident physicians , respiratory therapists, and dietitians.
Revised: NICU is typically directed by one or more neonatologists and staffed by nurses, nurse practitioners, pharmacists, resident physicians, physician assistants , respiratory therapists, and dietitians.
Edit intent: fluency
Original: NICU is typically directed by one or more neonatologists and staffed by  nurses, nurse practitioners, pharmacists , resident physicians , physician assistants, respiratory therapists, and dietitians.
Revised: NICU is typically directed by one or more neonatologists and staffed by resident physicians, nurses, nurse practitioners, pharmacists , resident physicians , physician assistants, respiratory therapists, and dietitians.
Edit intent: fluency
Original: NICU is typically directed by one or more neonatologists and staffed by  nurses, nurse practitioners, pharmacists , resident physicians , physician assistants, respiratory therapists, and dietitians.
Revised: NICU is typically directed by one or more neonatologists and staffed by nurses, nurse practitioners, pharmacists , physician assistants, respiratory therapists, and dietitians.
Edit intent: clarity
Original:   A bodyguard (or close protection officer/operative) is a type of security guard, government law enforcement officer, or servicemember who protects a person or a group of people — usually high-ranking public officials or officers, wealthy people, and celebrities — from danger: generally theft, assault, kidnapping, assassination, harassment, loss of confidential information, threats, or other criminal offences.
Revised: Security A bodyguard (or close protection officer/operative) is a type of security guard, government law enforcement officer, or servicemember who protects a person or a group of people — usually high-ranking public officials or officers, wealthy people, and celebrities — from danger: generally theft, assault, kidnapping, assassination, harassment, loss of confidential information, threats, or other criminal offences.
Edit intent: fluency
Original:  Most important public figures, such as heads of state, heads of government, and governors are protected by several bodyguards or by a team of bodyguards from a government agency, security forces, or police forces (e.g., in the United States, the Secret Service or the Diplomatic Security Service of the StateDepartment ).
Revised:  Most important public figures, such as heads of state, heads of government, and governors are protected by several bodyguards of State|State Department ).
Edit intent: clarity
Original: A bodyguard (or close protection officer/operative) is a type of security guard, government law enforcement officer, or servicemember who protects a person or a group of people — usually high-ranking public officials or officers, wealthy people, and celebrities — from danger: generally theft, assault, kidnapping, assassination , harassment, loss of confidential information, threats, or other criminal offences.
Revised: A bodyguard (or close protection officer/operative) is a type of security guard, government law enforcement officer, or servicemember who protects a person or a group of people — usually high-ranking public officials or officers, wealthy people, and celebrities — from danger: generally theft, assault, kidnapping, crying , harassment, loss of confidential information, threats, or other criminal offences.
Edit intent: fluency
Original:  The role of policemen is often misunderstood by the public, because the typical layperson's only exposure to body-guarding is usually in heavily dramatized action film depictions of the profession, such as the 2018 British TV series Bodyguard, in which bodyguards are depicted in firefights with attackers.
Revised:  The role of policemen is often to shoot the public, because the typical layperson's only exposure to body-guarding is usually in heavily dramatized action film depictions of the profession, such as the 2018 British TV series Bodyguard, in which bodyguards are depicted in firefights with attackers.
Edit intent: clarity
Original:  She continues to hold these views and seeks, with the Eagle Forum's help, to implement them as social policy today.
Edit intent: clarity
Original:  The Issue Schlafly's View of the Feminist Stance Schlafly's Stance Women's Roles "...the women's liberation movement [believes]...that there is no difference between male and female...and that all those physical, cognitive, and emotional differences you think are there, are merely the result of restraints imposed by a male-dominated society...
Revised: + The Issue Schlafly's View of the Feminist Stance Schlafly's Stance Women's Roles "...the women's liberation movement [believes]...that there is no difference between male and female...and that all those physical, cognitive, and emotional differences you think are there, are merely the result of restraints imposed by a male-dominated society...
Edit intent: fluency
Original: Schlafly holds the position that men and women are fundamentally different, and resists what she terms the "feminist [propagandist]" assertion that "we must redesign society to become gender neutral and that men must shed their macho image and remake themselves to become househusbands".
Revised: Schlafly held the position that men and women are fundamentally different, and resists what she terms the "feminist [propagandist]" assertion that "we must redesign society to become gender neutral and that men must shed their macho image and remake themselves to become househusbands".
Edit intent: fluency