wanyu/IteraTeR_v2 huggingface dataset:
Original: PAS Giannina F.C. players Category:AC Ajaccio players Category:Chengdu Tiancheng F.C. players Category:Kabyle people Category:People from Marseille Category:Ligue 1 players Category:Ligue 2 players Category:China League One players Category:Super League Greece players Category:Expatriate footballers in Greece Category:Expatriate footballers in Kuwait Category:Expatriate footballers in China Category:Algerian expatriate sportspeople in Kuwait Category:Algerian expatriate sportspeople in Gree
Revised: PAS Giannina F.C. players Category:AC Ajaccio players Category:Chengdu Tiancheng F.C. players Category:Kabyle people Category:People from Marseille Category:Ligue 1 players Category:Ligue 2 players Category:China League One players Category:Super League Greece players Category:Expatriate footballers in Greece Category:Expatriate footballers in Kuwait Category:Expatriate footballers in China Category:Algerian expatriate sportspeople in Kuwait Category:Algerian expatriate sportspeople in Greece Category:Algerian expatriate sportspeople in Chi
Edit intent: fluency
Original: Kabyle people Category:People from Marseille Category:Ligue 1 players Category:Ligue 2 players Category:China League One players Category:Super League Greece players Category:Expatriate footballers in Greece Category:Expatriate footballers in Kuwait Category:Expatriate footballers in China Category:Algerian expatriate sportspeople in Kuwait Category:Algerian expatriate sportspeople in Greece Category:Algerian expatriate sportspeople in China Category:Qadsia SC playe
Revised: Kabyle people Category:Ligue 1 players Category:Ligue 2 players Category:China League One players Category:Super League Greece players Category:Expatriate footballers in Greece Category:Expatriate footballers in Kuwait Category:Expatriate footballers in China Category:Algerian expatriate sportspeople in Kuwait Category:Algerian expatriate sportspeople in Greece Category:Algerian expatriate sportspeople in China Category:Qadsia SC playe
Edit intent: coherence
Original: Background John J. Hafer represented District 1 in the Maryland Senate, which covers Garrett, Allegany, and Washington Counties.
Revised:  John J. Hafer represented District 1 in the Maryland Senate, which covers Garrett, Allegany, and Washington Counties.
Edit intent: fluency
Original: Percent !Outcome |- |- |John J. Hafer, Rep. |29,602 | 99.4\% | Won |- |Other Write-In's |180 | 0.6\% | Lost |}
Revised: Percent !Outcome |- |- |John J. Hafer, Rep. |29,602 | 99.4\% | Won |- |Other Write-Ins |180 | 0.6\% | Lost |}
Edit intent: fluency
Original:  Examples of e-Research problems range across disciplines and include: modelling of ecosystems or economies exploration of human genome structures studies of large linguistic corpora integrated social policy analyses Principle features of e-Research include: collaboration the use of grid-computing technologies data-intensive activity E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised: Overview Examples of e-Research problems range across disciplines and include: modelling of ecosystems or economies exploration of human genome structures studies of large linguistic corpora integrated social policy analyses Principle features of e-Research include: collaboration the use of grid-computing technologies data-intensive activity E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: coherence
Original:  In March 2012  representatives from these eResearch groups came together to discuss the need build a "collaborative program to strengthen eResearch and address issues facing the sector nationally.".
Revised:  In March 2012 , representatives from these eResearch groups came together to discuss the need build a "collaborative program to strengthen eResearch and address issues facing the sector nationally.".
Edit intent: fluency
Original:  Professionals working in Australian eResearch annually convene a conference known as: eResearch Australasia     
Revised:  Professionals working in Australian eResearch annually convene a conference known as: eResearch Australasia . 
Edit intent: fluency
Original: eResearch in Australia Specialist services, centres or programmes instituted to support Australian data and technology intensive research operate under the umbrella term: eResearch.
Revised: In Australia Specialist services, centres or programmes instituted to support Australian data and technology intensive research operate under the umbrella term: eResearch.
Edit intent: fluency
Original:  In March 2012, representatives from these eResearch groups came together to discuss the need build a "collaborative program to strengthen eResearch and address issues facing the sector nationally . ". The Australian eResearch Organisation (AeRO) emerged from this forum as "a collaborative organisation of national and state-based research organisations to advance eResearch implementation and innovation in Australia .
Revised:  In March 2012, representatives from these eResearch groups came together to discuss the need build a "collaborative program to strengthen eResearch and address issues facing the sector nationally ". The Australian eResearch Organisation (AeRO) emerged from this forum as "a collaborative organisation of national and state-based research organisations to advance eResearch implementation and innovation in Australia .
Edit intent: fluency
Original:  In March 2012, representatives from these eResearch groups came together to discuss the need build a "collaborative program to strengthen eResearch and address issues facing the sector nationally . ". The Australian eResearch Organisation (AeRO) emerged from this forum as "a collaborative organisation of national and state-based research organisations to advance eResearch implementation and innovation in Australia .
Revised:  In March 2012, representatives from these eResearch groups came together to discuss the need build a "collaborative program to strengthen eResearch and address issues facing the sector nationally . ". The Australian eResearch Organisation (AeRO) emerged from this forum as "a collaborative organisation of national and state-based research organisations to advance eResearch implementation and innovation in Australia 
Edit intent: fluency
Original:  "  Professionals working in Australian eResearch annually convene a conference known as: eResearch Australasia.
Revised:  " . Professionals working in Australian eResearch annually convene a conference known as: eResearch Australasia.
Edit intent: fluency
Original: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include  Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised: Modelling of ecosystems or economies Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: fluency
Original: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include  Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised: Modelling of ecosystems or economies - Exploration of human genome structures Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: fluency
Original: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include  Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora Integrated social policy analyses - Principle features of e-Research include Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: fluency
Original: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include  Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses Principle features of e-Research include Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: fluency
Original: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include  Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include : Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: fluency
Original: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include  Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include Collaboration Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: fluency
Original: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include  Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include Collaboration - Use of grid-computing technologies Data-intensive activity data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: fluency
Original: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include  Collaboration - Use of grid-computing technologies - data-intensive activity - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised: Modelling of ecosystems or economies - Exploration of human genome structures - Studies of large linguistic corpora - Integrated social policy analyses - Principle features of e-Research include Collaboration - Use of grid-computing technologies - E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: coherence
Original:  It embraces new research methodologies emerging from increasing access to : networksservices tools External links UK National e-Science Centre Adelaide: eResearch South Australia New Zealand eScience Infrastructure (NeSI) Auckland Centre for eResearch eResearch, the University of Michigan Research Paper Service Oxford e-Research Centre University of Cape Town eResearch Centre Centre for eResearch and Digital Innovation (CeRDI) at Federation University
Revised:  It embraces new research methodologies emerging from increasing access to networksservices tools External links UK National e-Science Centre Adelaide: eResearch South Australia New Zealand eScience Infrastructure (NeSI) Auckland Centre for eResearch eResearch, the University of Michigan Research Paper Service Oxford e-Research Centre University of Cape Town eResearch Centre Centre for eResearch and Digital Innovation (CeRDI) at Federation University
Edit intent: fluency
Original:  It embraces new research methodologies emerging from increasing access to : networksservices tools External links UK National e-Science Centre Adelaide: eResearch South Australia New Zealand eScience Infrastructure (NeSI) Auckland Centre for eResearch eResearch, the University of Michigan Research Paper Service Oxford e-Research Centre University of Cape Town eResearch Centre Centre for eResearch and Digital Innovation (CeRDI) at Federation University
Revised:  It embraces new research methodologies emerging from increasing access to : networks, services, and tools. External links UK National e-Science Centre Adelaide: eResearch South Australia New Zealand eScience Infrastructure (NeSI) Auckland Centre for eResearch eResearch, the University of Michigan Research Paper Service Oxford e-Research Centre University of Cape Town eResearch Centre Centre for eResearch and Digital Innovation (CeRDI) at Federation University
Edit intent: clarity
Original:  It embraces new research methodologies emerging from increasing access to : networksservices tools External links UK National e-Science Centre Adelaide: eResearch South Australia New Zealand eScience Infrastructure (NeSI) Auckland Centre for eResearch eResearch, the University of Michigan Research Paper Service Oxford e-Research Centre University of Cape Town eResearch Centre Centre for eResearch and Digital Innovation (CeRDI) at Federation University
Revised:  It embraces new research methodologies emerging from increasing access to : networksservices tools External links New Zealand eScience Infrastructure (NeSI) Auckland Centre for eResearch eResearch, the University of Michigan Research Paper Service Oxford e-Research Centre University of Cape Town eResearch Centre Centre for eResearch and Digital Innovation (CeRDI) at Federation University
Edit intent: coherence
Original: Overview    Examples of e-Research problems range across disciplines which include:
Revised: Principles Practices in e-Research typically aim to improve efficiency, interconnectedness and scalability across the full research data lifecycle: collection, storage, analysis, visualisation and sharing of data. Use of grid-computing technologies Data-intensive activity Examples of e-Research problems range across disciplines which include:
Edit intent: clarity
Original:  Modelling of ecosystems or economies Exploration of human genome structures Studies of large linguistic corpora Integrated social policy analyses Principle features of e-Research include: Collaboration Use of grid-computing technologies Data-intensive activity%DIFDELCMD < %DIFDELCMD < %%% E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised:  Modelling of ecosystems or economies Exploration of human genome structures Studies of large linguistic corpora Integrated social policy analyses Collaboration Use of grid-computing technologies Data-intensive activity%DIFDELCMD < %DIFDELCMD < %%% E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: clarity
Original:  Modelling of ecosystems or economies Exploration of human genome structures Studies of large linguistic corpora Integrated social policy analyses Principle features of e-Research include: Collaboration Use of grid-computing technologies Data-intensive activity%DIFDELCMD < %DIFDELCMD < %%% E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Revised:  Modelling of ecosystems or economies Exploration of human genome structures Studies of large linguistic corpora Integrated social policy analyses Principle features of e-Research include: %DIFDELCMD < %DIFDELCMD < %%% E-Research includes research activities that use a spectrum of advanced information and communication technology (ICT) capabilities.
Edit intent: coherence
Original: In 2010, the FDA's Division of Drug Marketing, Advertising and Communications issued a warning letter concerning two unbranded consumer targeted Web sites sponsored by Novartis Pharmaceuticals Corporation as the websites promoted a drug for an unapproved use, the websites failed to disclose the risks associated with the use of the drug and made unsubstantiated dosing claims .
Revised: In 2010, the FDA's Division of Drug Marketing, Advertising and Communications issued a warning letter concerning two unbranded consumer targeted Web sites sponsored by Novartis Pharmaceuticals Corporation as the websites promoted a drug for an unapproved use, the websites failed to disclose the risks associated with the use of the drug and made unsubstantiated dosing claims 
Edit intent: fluency
Original:  See also%DIFDELCMD < %DIFDELCMD < %%% Big Pharma conspiracy theory Big Pharma:
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Big Pharma conspiracy theory Big Pharma:
Edit intent: coherence
Original:  by Jacky Law Side Effects (2008) by Alison Bass Bad Pharma (2012) by Ben Goldacre Disease mongering Ethics in pharmaceutical sales Inverse benefit law National pharmaceuticals policy Pharmaceutical lobby Prescription Drug Marketing Act Prescription drug prices in the United States References%DIFDELCMD < %DIFDELCMD < %%% Further reading Insider's Guide to the World of Pharmaceutical Sales, Seventh Edition () Merrill Goozner, The $800 million pill.
Revised:  by Jacky Law Side Effects (2008) by Alison Bass Bad Pharma (2012) by Ben Goldacre Disease mongering Ethics in pharmaceutical sales Inverse benefit law National pharmaceuticals policy Pharmaceutical lobby Prescription Drug Marketing Act Prescription drug prices in the United States %DIFDELCMD < %DIFDELCMD < %%% Further reading Insider's Guide to the World of Pharmaceutical Sales, Seventh Edition () Merrill Goozner, The $800 million pill.
Edit intent: fluency
Original:  because physician prescribing patterns are not used to create the social URL
Revised:  because physician prescribing patterns are not used to create the social network.
Edit intent: clarity
Original:  Year Product(s) Laws allegedly violated (if applicable) URL $3 billion Off-label promotion/failure to disclose safety data 2012 Avandia/Wellbutrin/Paxil False Claims Act/FDCA URL $ 2.3 billion Off-label promotion/kickbacks 2009 Bextra/Geodon/Zyvox/Lyrica False Claims Act/FDCA Abbott URL $1.5 billion Off-label promotion 2012 Depakote False Claims Act/FDCA Eli URL $ 1.4 billion Off-label promotion 2009 Zyprexa False Claims Act/FDCA
Revised:  Year Product(s) Laws allegedly violated (if applicable) URL $3 billion Off-label promotion/failure to disclose safety data 2012 Avandia/Wellbutrin/Paxil False Claims Act/FDCA URL $ 2.3 billion Off-label promotion/kickbacks 2009 Bextra/Geodon/Zyvox/Lyrica False Claims Act/FDCA Abbott Laboratories $1.5 billion Off-label promotion 2012 Depakote False Claims Act/FDCA Eli Lilly $ 1.4 billion Off-label promotion 2009 Zyprexa False Claims Act/FDCA
Edit intent: clarity
Original: Pharmaceutical company spending on marketing far exceeds that of its research budget.
Revised: Pharmaceutical company spending on marketing generally exceeds that of its research budget.
Edit intent: clarity
Original: Because of the large size of the pharmaceutical sales force, the organization, management, and measurement of effectiveness of the sales force are significant business challenges . Management tasks are usually broken down into the areas of physician targeting, sales force size and structure, sales force optimization, call planning, and sales forces effectiveness.
Revised: Because of the large size of the pharmaceutical sales force, the organization, management, and measurement of effectiveness of the sales force are significant challenges for medical sales representatives . Management tasks are usually broken down into the areas of physician targeting, sales force size and structure, sales force optimization, call planning, and sales forces effectiveness.
Edit intent: clarity
Original: Because of the large size of the pharmaceutical sales force, the organization, management, and measurement of effectiveness of the sales force are significant challenges for medical sales representatives . Management tasks are usually broken down into the areas of physician targeting, sales force size and structure, sales force optimization, call planning, and sales forces effectiveness.
Revised: Because of the large size of the pharmaceutical sales force, the organization, management, and measurement of effectiveness of the sales force are significant business challenges . Management tasks are usually broken down into the areas of physician targeting, sales force size and structure, sales force optimization, call planning, and sales forces effectiveness.
Edit intent: clarity
Original:   Membranoproliferative glomerulonephritis (MPGN) is a type of glomerulonephritis caused by deposits in the kidney glomerular mesangium and basement membrane (GBM) thickening, activating complement and damaging the glomeruli.
Revised:  Membranoproliferative glomerulonephritis (MPGN) is a type of glomerulonephritis caused by deposits in the glomerular mesangium and basement membrane (GBM) thickening, activating complement and damaging the glomeruli.
Edit intent: clarity