wanyu/IteraTeR_full_sent huggingface dataset:
Original: -Tony and Jessie Hey Challenges for research libraries E-science tends toward inter- and multidisciplinary approaches that depend on computation and computer science. Research libraries have traditionally been discipline focused and, although increasingly technologically sophisticated, do not have systems of the scale or complexity of the e-science environment. E-science is data intensive, but research libraries have not typically been responsible for scientific data. E-science is frequently conducted in a team context, often distributed across multiple institutions and on a global scale. The primary constituency of libraries generally comprises those affiliated with the local institution. Licenses for electronic content are typically restricted to a particular institutional community, and the infrastructure to move institutional licenses into a multi-institutional environment is not well developed. E-science challenges all these traditional paradigms of research library organization and services. -Neil Rambo Skills Garritano & Carlson were among the first to outline a skill set for librarians seeking to support the data needs of e-Science;
Revised: -Tony and Jessie Hey Challenges for research libraries Skills Garritano & Carlson were among the first to outline a skill set for librarians seeking to support the data needs of e-Science;
Edit intent: coherence
Original:  they identified five skill categories librarians new to this area should expect to adapt or develop when participating on such projects: • Library and information science expertise • Subject expertise • Partnerships and outreach (both internal and external) • Participating in sponsored research • Balancing workloadGarritano , Jeremy R. and Carlson, Jake R. A Subject Librarian's Guide to Collaborating on E-Science Projects Issues in Science and Technology Librarianship, n57 Spr 2009.
Revised:  they identified five skill categories librarians new to this area should expect to adapt or develop when participating on such projects: Garritano , Jeremy R. and Carlson, Jake R. A Subject Librarian's Guide to Collaborating on E-Science Projects Issues in Science and Technology Librarianship, n57 Spr 2009.
Edit intent: clarity
Original:   An example of librarians reconfiguring traditional librarian skills to meet the needs of researchers engaging in e-Science is Witt & Carlson ’ s adaptation of the traditional reference interview into a “data interview” in order to provide effective data management and e-Science services.
Revised:  Library and information science expertise Subject expertise Partnerships and outreach (both internal and external) Participating in sponsored research Balancing workload An example of librarians reconfiguring traditional librarian skills to meet the needs of researchers engaging in e-Science is Witt & Carlson ’ s adaptation of the traditional reference interview into a “data interview” in order to provide effective data management and e-Science services.
Edit intent: meaning-changed
Original:   An example of librarians reconfiguring traditional librarian skills to meet the needs of researchers engaging in e-Science is Witt & Carlson ’ s adaptation of the traditional reference interview into a “data interview” in order to provide effective data management and e-Science services.
Revised:  An example of librarians reconfiguring traditional librarian skills to meet the needs of researchers engaging in e-Science is Witt & Carlson ' s adaptation of the traditional reference interview into a “data interview” in order to provide effective data management and e-Science services.
Edit intent: fluency
Original:   An example of librarians reconfiguring traditional librarian skills to meet the needs of researchers engaging in e-Science is Witt & Carlson ’ s adaptation of the traditional reference interview into a “data interview” in order to provide effective data management and e-Science services.
Revised:  An example of librarians reconfiguring traditional librarian skills to meet the needs of researchers engaging in e-Science is Witt & Carlson ’ s adaptation of the traditional reference interview into a "data interview" in order to provide effective data management and e-Science services.
Edit intent: fluency
Original:  [Online.] Available: URL Notable resources In 2009 the Lamar Soutter Library at the University of Massachusetts Medical School (UMMS) and the National Network of Libraries of Medicine, New England Region (NN/LM NER) funded an e-Science program for building the skills highlighted above for librarians.
Revised:  [Online.] Available: URL Resources In 2009 the Lamar Soutter Library at the University of Massachusetts Medical School (UMMS) and the National Network of Libraries of Medicine, New England Region (NN/LM NER) funded an e-Science program for building the skills highlighted above for librarians.
Edit intent: clarity
Original: References Francis, Keith A., Gibson, William, et al., The Oxford Handbook of the British Sermon 1689-1901 , 2012 OUP, , 9780199583591 , google books
Revised: References Francis, Keith A., Gibson, William, et al., The Oxford Handbook of the British Sermon 1689–1901 , 2012 OUP, , 9780199583591 , google books
Edit intent: fluency
Original: References Francis, Keith A., Gibson, William, et al., The Oxford Handbook of the British Sermon 1689-1901 , 2012 OUP, , 9780199583591 , google books
Revised: References Francis, Keith A., Gibson, William, et al., The Oxford Handbook of the British Sermon 1689-1901 , 2012 OUP, , google books
Edit intent: coherence
Original:  It issued stamps labelled as Empire Centrafricaine , although the first five issues in 1977 under the empire were overprints of the  Central African Republic.
Revised:  It issued stamps labelled as Empire Centrafricaine , although the first five issues in 1977 under the empire were overprints of the In 1979 the name of the country was restored to the Central African Republic.
Edit intent: meaning-changed
Original:  Various fields of study have later developed specific spatial analysis software to suit their needs, including TransCAD among transportation researchers, Geographic Information System |GIS among planners and geographers, Axman among Space Syntax researchers, and various plugins for other software platforms.
Revised:  Various fields of study have later developed specific spatial analysis software to suit their needs, including TransCAD among transportation researchers, GIS among planners and geographers, Axman among Space Syntax researchers, and various plugins for other software platforms.
Edit intent: clarity
Original:  Layout-iQ Developed by Nelson Lee at Rapid Modeling. Used extensively in healthcare, manufacturing, banking, retail, and office space, Layout-iQ is a software that evaluates the frequency of flow in a workspace and measures the total travel distance that resources will travel to navigate through the workspace.
Revised:  Layout-iQ Used in healthcare, manufacturing, banking, retail, and office space, Layout-iQ is a software that evaluates the frequency of flow in a workspace and measures the total travel distance that resources will travel to navigate through the workspace.
Edit intent: clarity
Original:  Used extensively in healthcare, manufacturing, banking, retail, and office space, Layout-iQ is a software that evaluates the frequency of flow in a workspace and measures the total travel distance that resources will travel to navigate through the workspace.
Revised:  Used extensively in healthcare, manufacturing, banking, retail, and office space, Layout-iQ evaluates the frequency of flow in a workspace and measures the total travel distance that resources will travel to navigate through the workspace.
Edit intent: clarity
Original:  Used extensively in healthcare, manufacturing, banking, retail, and office space, Layout-iQ is a software that evaluates the frequency of flow in a workspace and measures the total travel distance that resources will travel to navigate through the workspace.
Revised:  Used extensively in healthcare, manufacturing, banking, retail, and office space, Layout-iQ is a software that evaluates the frequency of flow in a workspace and measures the total minimum travel distance for resources to navigate the workspace.
Edit intent: clarity
Original:  The software integrates CAD drawings with a diagram of flow between points . The thickness and color of the flow lines indicate the intensity of flow in each line, so users can visually see high priority point to point relationships. As the user moves locations in the diagram, the software dynamically calculates the impact on travel distance and users can immediately see the impact of the change on operations. The software also allows for the creation of improved aisles and paths using the aisle effectiveness measurement and actual path diagramming . Urban Network Analysis Toolbox for ArcGIS (free, open-source) Developed by the City Form Lab at SUTD and MIT.
Revised:  The software integrates CAD drawings with a diagram of flow between points . Urban Network Analysis Toolbox for ArcGIS (free, open-source) Developed by the City Form Lab at SUTD and MIT.
Edit intent: coherence
Original:  Navy Name Rig Tonnage  Crew Armament Commander Notes Schooner 70 tons burthen 15 1 × 9-pounder long gun Master's Mate J. Campbell captured Ship 490 tons 150 1 × 18-pounder (on swivel)
Revised:  Navy Name Rig Tonnage ' Crew Armament Commander Notes Schooner 70 tons burthen 15 1 × 9-pounder long gun Master's Mate J. Campbell captured Ship 490 tons 150 1 × 18-pounder (on swivel)
Edit intent: fluency
Original:  Navy Name Rig Tonnage  Crew Armament Commander Notes Schooner 70 tons burthen 15 1 × 9-pounder long gun Master's Mate J. Campbell captured Ship 490 tons 150 1 × 18-pounder (on swivel)
Revised:  Navy Name Rig Tonnage Crew Armament Commander Notes Schooner 70 tons burthen 15 1 × 9-pounder long gun Master's Mate J. Campbell Captured Ship 490 tons 150 1 × 18-pounder (on swivel)
Edit intent: fluency
Original: carronade1 × 18-pounder carronade Commander Robert Heriot Barclay captured Brig 180 tons 45 4 × 6-pounder long guns2 × 4-pounder long guns2 × 2-pounder long guns2 × 12-pounder carronades Lieutenant George Bignall captured Ship 400 tons 126 1 × 12-pounder long gun2 × 9-pounder long guns12 × 24-pounder carronades Commander Robert Finnis captured Schooner 230 tons 86 1 × 9-pounder long gun2 × 6-pounder long guns10 × 12-pounder carronades Lieutenant Edward Buchan (mortally wounded);
Revised: carronade1 × 18-pounder carronade Commander Robert Heriot Barclay Captured Brig 180 tons 45 4 × 6-pounder long guns2 × 4-pounder long guns2 × 2-pounder long guns2 × 12-pounder carronades Lieutenant George Bignall captured Ship 400 tons 126 1 × 12-pounder long gun2 × 9-pounder long guns12 × 24-pounder carronades Commander Robert Finnis captured Schooner 230 tons 86 1 × 9-pounder long gun2 × 6-pounder long guns10 × 12-pounder carronades Lieutenant Edward Buchan (mortally wounded);
Edit intent: fluency
Original: carronade1 × 18-pounder carronade Commander Robert Heriot Barclay captured Brig 180 tons 45 4 × 6-pounder long guns2 × 4-pounder long guns2 × 2-pounder long guns2 × 12-pounder carronades Lieutenant George Bignall captured Ship 400 tons 126 1 × 12-pounder long gun2 × 9-pounder long guns12 × 24-pounder carronades Commander Robert Finnis captured Schooner 230 tons 86 1 × 9-pounder long gun2 × 6-pounder long guns10 × 12-pounder carronades Lieutenant Edward Buchan (mortally wounded);
Revised: carronade1 × 18-pounder carronade Commander Robert Heriot Barclay captured Brig 180 tons 45 4 × 6-pounder long guns2 × 4-pounder long guns2 × 2-pounder long guns2 × 12-pounder carronades Lieutenant George Bignall Captured Ship 400 tons 126 1 × 12-pounder long gun2 × 9-pounder long guns12 × 24-pounder carronades Commander Robert Finnis captured Schooner 230 tons 86 1 × 9-pounder long gun2 × 6-pounder long guns10 × 12-pounder carronades Lieutenant Edward Buchan (mortally wounded);
Edit intent: fluency
Original:  Sloop 90 tons 18 1 × 12-pounder long gun2 × 6-pounder long guns Lieutenant John F. Breman captured Total 6 warships 1,460 tons 450 330 lb shot from long guns474 lb shot from carronades Schooner 86 tons 35 1 × 32-pounder long gun1 × 32-pounder carronade Sailing Master Stephen Champlin Long gun dismounted (overcharged)
Revised:  Sloop 90 tons 18 1 × 12-pounder long gun2 × 6-pounder long guns Lieutenant John F. Breman Captured Total 6 warships 1,460 tons 450 330 lb shot from long guns474 lb shot from carronades Schooner 86 tons 35 1 × 32-pounder long gun1 × 32-pounder carronade Sailing Master Stephen Champlin Long gun dismounted (overcharged)
Edit intent: fluency
Original:  "Monro, John (1715–1791)", Oxford Dictionary of National Biography, Oxford University Press, Retrieved 5 November 2009. (Subscription required) She died there 42 years later.
Revised:  "Monro, John (1715–1791)", Oxford Dictionary of National Biography, Oxford University Press, retrieved 5 November 2009. (Subscription required) She died there 42 years later.
Edit intent: fluency
Original:  "Book review: Undertaker of the Mind: John Monro and Mad-Doctoring in Eighteenth-Century England" JAMA vol. 288, pp. 896–897, Retrieved 5 November 2009 (Subscription required) In 1810, Percy Bysshe Shelley and Thomas Jefferson Hogg wrote and published a slim volume of burlesque poetry named after her, Posthumous Fragments of Margaret Nicholson.
Revised:  "Book review: Undertaker of the Mind: John Monro and Mad-Doctoring in Eighteenth-Century England" JAMA vol. 288, pp. 896–897, retrieved 5 November 2009 (Subscription required) In 1810, Percy Bysshe Shelley and Thomas Jefferson Hogg wrote and published a slim volume of burlesque poetry named after her, Posthumous Fragments of Margaret Nicholson.
Edit intent: fluency
Original: Category:1873 births Category:1960 deaths Category:People from Velizh Category:People from Velizhsky Uyezd Category:Russian Jews Category:Russian Social Democratic Labour Party members Category:Old Bolsheviks Category:Comintern people Category:Jewish atheists Category:Jewish socialists Category:Marxist writers Category:Recipients of the Order of Lenin Category:Russian atheists Category:Soviet Jews Category:Soviet non-fiction wri
Revised: Category:1873 births Category:1960 deaths Category:People from Velizh Category:People from Velizhsky Uyezd Category:Russian Jews Category:Russian Social Democratic Labour Party members Category:Old Bolsheviks Category:Comintern people Category:Jewish socialists Category:Marxist writers Category:Recipients of the Order of Lenin Category:Russian atheists Category:Soviet Jews Category:Soviet non-fiction wri
Edit intent: fluency
Original: Category:1873 births Category:1960 deaths Category:People from Velizh Category:People from Velizhsky Uyezd Category:Russian Jews Category:Russian Social Democratic Labour Party members Category:Old Bolsheviks Category:Comintern people Category:Jewish atheists Category:Jewish socialists Category:Marxist writers Category:Recipients of the Order of Lenin Category:Russian atheists Category:Soviet Jews Category:Soviet non-fiction wri
Revised: Category:1873 births Category:1960 deaths Category:People from Velizh Category:People from Velizhsky Uyezd Category:Russian Jews Category:Russian Social Democratic Labour Party members Category:Old Bolsheviks Category:Comintern people Category:Jewish atheists Category:Jewish socialists Category:Marxist writers Category:Recipients of the Order of Lenin Category:Soviet Jews Category:Soviet non-fiction wri
Edit intent: fluency
Original:  Category:1873 births Category:1960 deaths Category:People from Velizh Category:People from Velizhsky Uyezd Category:  Russian Jews Category:Russian Social Democratic Labour Party members Category:Old Bolsheviks Category:Comintern people Category:Jewish socialists Category:Marxist writers Category:Recipients of the Order of Lenin Category:Soviet Jews Category:Soviet non-fiction wri
Revised:  Category:1873 births Category:1960 deaths Category:People from Velizh Category:People from Velizhsky Uyezd Category: Russian Jews Category:Imperial Russian Jews Category:Russian Social Democratic Labour Party members Category:Old Bolsheviks Category:Comintern people Category:Jewish socialists Category:Marxist writers Category:Recipients of the Order of Lenin Category:Soviet Jews Category:Soviet non-fiction wri
Edit intent: meaning-changed
Original:  After conversion to an auxiliary cruiser it became to the Kriegsmarine . Pinguin was armed with six guns, a gun, two anti-aircraft guns, four autocannon, two torpedo tubes, 300 mines and an Arado Ar 196 A-1 floatplane.
Revised:  After conversion to an auxiliary cruiser it became to the . Pinguin was armed with six guns, a gun, two anti-aircraft guns, four autocannon, two torpedo tubes, 300 mines and an Arado Ar 196 A-1 floatplane.
Edit intent: clarity
Original: Splay is a physiological term that refers to the difference between urine threshold (the amount of a substance required in the kidneys before it appears in the urine) and saturation, or TM ; in this instance, saturation refers to an exhausted supply of renal reabsorption carriers.
Revised: Splay is a physiological term that refers to the difference between urine threshold (the amount of a substance required in the kidneys before it appears in the urine) and saturation, or TM , where saturation is the exhausted supply of renal reabsorption carriers.
Edit intent: clarity
Original:  EN is a strategic partner of the European Commission and an observer to the United Nations Task Force on Social and Solidarity Economy URL Euclid Network advances the field of social and inclusive entrepreneurship through knowledge exchange, capacity building, networking opportunities, research and international URL Euclid Network's mission is to empower third sector leaders across Europe.
Revised:  EN is a strategic partner of the European Commission and an observer to the United Nations Task Force on Social and Solidarity Economy URL Euclid Network's mission is to empower third sector leaders across Europe.
Edit intent: coherence
Original:  EN is a strategic partner of the European Commission and an observer to the United Nations Task Force on Social and Solidarity Economy URL Euclid Network advances the field of social and inclusive entrepreneurship through knowledge exchange, capacity building, networking opportunities, research and international URL Euclid Network's mission is to empower third sector leaders across Europe.
Revised:  EN is a strategic partner of the European Commission and an observer to the United Nations Task Force on Social and Solidarity Economy URL Euclid Network advances the field of social and inclusive entrepreneurship through knowledge exchange, capacity building, networking opportunities, research and international URL 
Edit intent: coherence
Original:  In addition, they have introduced a range of innovative new methodologies such as URL Good governance Euclid Network views good governance as an essential component of good leadership because it enables leaders to prove the transparency and accountability of their organization, and build bridges of trust with all stakeholders.
Revised:  In addition, they have introduced a range of new methodologies such as URL Good governance Euclid Network views good governance as an essential component of good leadership because it enables leaders to prove the transparency and accountability of their organization, and build bridges of trust with all stakeholders.
Edit intent: clarity
Original:  In addition, they have introduced a range of innovative new methodologies such as URL Good governance Euclid Network views good governance as an essential component of good leadership because it enables leaders to prove the transparency and accountability of their organization, and build bridges of trust with all stakeholders.
Revised:  In addition, they have introduced a range of innovative new methodologies such as URL Good Euclid Network views good governance as an essential component of good leadership because it enables leaders to prove the transparency and accountability of their organization, and build bridges of trust with all stakeholders.
Edit intent: fluency
Original:  In addition, they have introduced a range of innovative new methodologies such as URL Good governance Euclid Network views good governance as an essential component of good leadership because it enables leaders to prove the transparency and accountability of their organization, and build bridges of trust with all stakeholders. In addition, this supports members to improve their relationships with their URL Welfare partnership Euclid Network believes that social welfare has to be developed as a partnership between all sectors, with the third sector playing a crucial URL Euclid Network monitors changes that governments across Europe are implementing in this field.
Revised:  In addition, they have introduced a range of innovative new methodologies such as URL Good governance URL Welfare partnership Euclid Network believes that social welfare has to be developed as a partnership between all sectors, with the third sector playing a crucial URL Euclid Network monitors changes that governments across Europe are implementing in this field.
Edit intent: coherence
Original:  In addition, this supports members to improve their relationships with their URL Welfare partnership Euclid Network believes that social welfare has to be developed as a partnership between all sectors, with the third sector playing a crucial URL Euclid Network monitors changes that governments across Europe are implementing in this field.
Revised:  In addition, this supports members to improve their relationships with their URL Welfare URL Euclid Network believes that social welfare has to be developed as a partnership between all sectors, with the third sector playing a crucial URL Euclid Network monitors changes that governments across Europe are implementing in this field.
Edit intent: clarity
Original:  In addition, this supports members to improve their relationships with their URL Welfare partnership Euclid Network believes that social welfare has to be developed as a partnership between all sectors, with the third sector playing a crucial URL Euclid Network monitors changes that governments across Europe are implementing in this field. They share evidence with members to help them to innovate in order to become better at what they do.
Revised:  In addition, this supports members to improve their relationships with their URL Welfare partnership 
Edit intent: coherence
Original:  The Social Entrepreneur Exchange and Development Programme , part of the Erasmus for Young Entrepreneurs programme, is an EU-funded programme designed to help develop social enterprises in Europe by connecting aspiring European entrepreneurs, those just starting out or with only a few years of experience, with more experienced entrepreneurs, known as host URL
Revised:  The Social Entrepreneur Exchange and Development Programme is an EU-funded programme designed to help develop social enterprises in Europe by connecting aspiring European entrepreneurs, those just starting out or with only a few years of experience, with more experienced entrepreneurs, known as host URL
Edit intent: coherence
Original:  Greater Noida Night Safari in Uttar Pradesh, India . Zoo Taiping Night Safari in Taiping, Perak, Malaysia Nam Nern Night Safari in Nam Et-Phou Louey, Laos . South Luangwa National Park in Mfuwe, Zambia . 
Revised:  Greater Noida Night Safari in Uttar Pradesh, India Night Safari in Taiping, Perak, Malaysia Nam Nern Night Safari in Nam Et-Phou Louey, Laos . South Luangwa National Park in Mfuwe, Zambia . 
Edit intent: clarity
Original:  Greater Noida Night Safari in Uttar Pradesh, India . Zoo Taiping Night Safari in Taiping, Perak, Malaysia Nam Nern Night Safari in Nam Et-Phou Louey, Laos . South Luangwa National Park in Mfuwe, Zambia . 
Revised:  Greater Noida Night Safari in Uttar Pradesh, India . Zoo Taiping Nam Nern Night Safari in Nam Et-Phou Louey, Laos . South Luangwa National Park in Mfuwe, Zambia . 
Edit intent: coherence