wanyu/IteraTeR_v2 huggingface dataset:
Original:  After being amnestied Khultygov became a commander of a special forces unit belonging to the pro-Moscow "Kadyrovtsy" militiasEx-director of Ichkerian counter-intelligence now heads special unit of Kadyrov's security service and eventually also a member of Chechnya 's loyalist parliament.
Revised:  After being amnestied Khultygov became a commander of a special forces unit belonging to the pro-Moscow "Kadyrovtsy" militias,Ex-director of Ichkerian counter-intelligence now heads special unit of Kadyrov's security service and eventually also a member of Chechnya 's loyalist parliament.
Edit intent: fluency
Original:  After being amnestied Khultygov became a commander of a special forces unit belonging to the pro-Moscow "Kadyrovtsy" militiasEx-director of Ichkerian counter-intelligence now heads special unit of Kadyrov's security service and eventually also a member of Chechnya 's loyalist parliament.
Revised:  After being amnestied Khultygov became a commander of a special forces unit belonging to the pro-Moscow "Kadyrovtsy" militiasEx-director of Ichkerian counter-intelligence now heads special unit of Kadyrov's security service and eventually also a member of Chechnya ’s pro-Moscow parliament.
Edit intent: fluency
Original: Chechen Government Calls for Abolition of ORB-2 Category:Chechen field commanders Category:Chechen politicians Category:Chiefs of police Category:  People of the Chechen wars Category:Russian military personnel Category:Living peop
Revised: Chechen Government Calls for Abolition of ORB-2 Category:Chechen field commanders Category:Chechen politicians Category:Chiefs of police Category: Living people Category: People of the Chechen wars Category:Russian military personnel Category:Living peop
Edit intent: fluency
Original:  Chechen Government Calls for Abolition of ORB-2
Edit intent: coherence
Original:  Proteo- [pref. protein];
Revised:  from proteo- [pref. protein];
Edit intent: fluency
Original:  in this misfolded state, the proteins can become toxic in some way (a gain of toxic function ) or they can lose their normal function.
Revised:  in this misfolded state, the proteins can become toxic in some way (a toxic gain-of-function ) or they can lose their normal function.
Edit intent: clarity
Original:  The proteopathies (also known as proteinopathies, protein conformational disorders, or protein misfolding diseases) include such diseases as Creutzfeldt–Jakob disease and other prion diseases, Alzheimer's disease, Parkinson's disease, amyloidosis, multiple system atrophy, and a wide range of other disorders (see List of Proteopathies) .
Revised:  The proteopathies (also known as proteinopathies, protein conformational disorders, or protein misfolding diseases) include such diseases as Creutzfeldt–Jakob disease and other prion diseases, Alzheimer's disease, Parkinson's disease, amyloidosis, multiple system atrophy, and a wide range of other disorders .
Edit intent: coherence
Original:  Subsequent research has shown that many different proteins can form amyloid, and that all amyloids have in common birefringence in cross-polarized light after staining with the dye Congo Red , as well as a fibrillar ultrastructure when viewed with an electron microscope.
Revised:  Subsequent research has shown that many different proteins can form amyloid, and that all amyloids show birefringence in cross-polarized light after staining with the dye Congo Red , as well as a fibrillar ultrastructure when viewed with an electron microscope.
Edit intent: clarity
Original:  Subsequent research has shown that many different proteins can form amyloid, and that all amyloids have in common birefringence in cross-polarized light after staining with the dye Congo Red , as well as a fibrillar ultrastructure when viewed with an electron microscope.
Revised:  Subsequent research has shown that many different proteins can form amyloid, and that all amyloids have in common birefringence in cross-polarized light after staining with the dye Congo red , as well as a fibrillar ultrastructure when viewed with an electron microscope.
Edit intent: fluency
Original:  However, some proteinaceous lesions lack birefringence and contain few or no classical amyloid fibrils, such as the diffuse deposits of  Aβ  protein in the brains of Alzheimer patients .
Revised:  However, some proteinaceous lesions lack birefringence and contain few or no classical amyloid fibrils, such as the diffuse deposits of Aβ ) protein in the brains of Alzheimer patients .
Edit intent: fluency
Original:  However, some proteinaceous lesions lack birefringence and contain few or no classical amyloid fibrils, such as the diffuse deposits of  Aβ  protein in the brains of Alzheimer patients .
Revised:  However, some proteinaceous lesions lack birefringence and contain few or no classical amyloid fibrils, such as the diffuse deposits of Aβ protein in the brains of people with Alzheimer's .
Edit intent: clarity
Original:  [[File:Amyloid Liver Congo Red Bar=100um.jpg|Micrograph of amyloid in a section of liver that has been stained with the dye Congo Red and viewed with crossed polarizing filters, yielding a typical orange-greenish birefringence.
Revised:  [[File:Amyloid Liver Congo Red Bar=100um.jpg|Micrograph of amyloid in a section of liver that has been stained with the dye Congo red and viewed with crossed polarizing filters, yielding a typical orange-greenish birefringence.
Edit intent: fluency
Original:  In addition, apolipoprotein AII amyloid can be induced in mice by a variety of β-sheet rich amyloid fibrils, and cerebral tauopathy can be induced by brain extracts that are rich in aggregated Aβ.
Revised:  AII amyloid can be induced in mice by a variety of β-sheet rich amyloid fibrils, and cerebral tauopathy can be induced by brain extracts that are rich in aggregated Aβ.
Edit intent: coherence
Original:  The phrase is pseudo-Latin for "in silicon" (in Latin it would be in silicio), referring to silicon in computer chips.
Revised:  The phrase is pseudo-Latin for 'in silicon' (in Latin it would be in silicio), referring to silicon in computer chips.
Edit intent: fluency
Original:  The work was later presented by Miramontes as his PhD dissertation.
Revised:  The work was later presented by Miramontes as his dissertation.
Edit intent: clarity
Original:  The first referenced paper where "in silico " appears was written by a French team in 1991.
Revised:  The first referenced paper where in silico appears was written by a French team in 1991.
Edit intent: fluency
Original:  The first referenced book chapter where "in silico " appears was written by Hans B. Sieburg in 1990 and presented during a Summer School on Complex Systems at the Santa Fe Institute.
Revised:  The first referenced book chapter where in silico appears was written by Hans B. Sieburg in 1990 and presented during a Summer School on Complex Systems at the Santa Fe Institute.
Edit intent: fluency
Original:  The phrase "in silico " originally applied only to computer simulations that modeled natural or laboratory processes (in all the natural sciences), and did not refer to calculations done by computer generically.
Revised:  The phrase in silico originally applied only to computer simulations that modeled natural or laboratory processes (in all the natural sciences), and did not refer to calculations done by computer generically.
Edit intent: fluency
Original:  Mission San Joaquin de los Omagua, later moved upstream into Loreto, Peru Mission San Pablo, later Sao Paulo de Olivenca Mission San Cristoval Mission San Francisco Xavier Mission Nuestra Señora de Guadalupe (Amazonas) Mission Traguatua mission de aldea pequenas (27 small villages constituting one mission)
Revised:  Mission San Joaquin de los Omagua, later moved upstream into Loreto, Peru Mission San Pablo, later São Paulo de Olivença Mission San Cristoval Mission San Francisco Xavier Mission Nuestra Señora de Guadalupe (Amazonas) Mission Traguatua mission de aldea pequenas (27 small villages constituting one mission)
Edit intent: fluency
Original:                   Body-weight support (BWS) systems or unweighting devices are starting to become more and more popular and have been the subject of much study.
Revised:  Assistive Devices Assistive devices (ADs) are given to patients who have difficulty maintaining a regular gait cycle or balance due to an injury to one or both of their legs. Other factors that would necessitate use of an AD include loss of perception in the legs, weakness of the legs, pain while walking, and a history of falling, among other indications. Not only does an AD provide extra support, it can also protect the injured leg and prevent it from being further aggravated due to weight bearing requirements. Different ADs are assigned to each patient depending on the severity of their condition and how much extra support they need provided. The following list presents the ADs from the least supportive to the most supportive. Body-weight support (BWS) systems or unweighting devices are starting to become more and more popular and have been the subject of much study.
Edit intent: coherence
Original:                   Body-weight support (BWS) systems or unweighting devices are starting to become more and more popular and have been the subject of much study.
Revised:  Weight Bearing Status The type of gait that a patient is instructed in is based on their weight-bearing status, or how much of their body weight can be supported on their legs, coordination, and strength. There are different levels of weight-bearing status that is determined by the physician. The weight-bearing status of a patient generally changes as treatment progresses, but each progression needs to be approved by the physician. In many cases the easiest way to monitor a patient's weight bearing status is to use two scales, one under each foot, and to adjust the weight on each foot until the injured foot is supported the desired amount of weight. Body-weight support (BWS) systems or unweighting devices are starting to become more and more popular and have been the subject of much study.
Edit intent: coherence
Original:                   Body-weight support (BWS) systems or unweighting devices are starting to become more and more popular and have been the subject of much study.
Revised:  Stairs Body-weight support (BWS) systems or unweighting devices are starting to become more and more popular and have been the subject of much study.
Edit intent: style
Original:                   Body-weight support (BWS) systems or unweighting devices are starting to become more and more popular and have been the subject of much study.
Revised:  Ascending Stairs Two crutches or a cane can be used to ascending a flight of stairs. Although a walker may also be used, it is not recommended to be used to climb stairs longer than 2 or 3 steps. If the patient is using two crutches, then both crutches are held in one hand while the other hand grips the handrail. If there is no handrail or if it the two crutches can not be held in one hand, both crutches may be used without use of the handrail, although this method is not recommended for taking more than 2 or 3 steps. The order of events goes: uninjured foot, crutches or cane, injured foot. This process is repeated until the patient reaches the top of the stairs. Body-weight support (BWS) systems or unweighting devices are starting to become more and more popular and have been the subject of much study.
Edit intent: coherence
Original:                   Body-weight support (BWS) systems or unweighting devices are starting to become more and more popular and have been the subject of much study.
Revised:  Descending Stairs Just as in ascending stairs, two crutches or a cane may be used to descend a flight of stairs, and use of a walker is not recommended for climbing more than 2 or 3 steps. Both crutches should be used if the handrail is unstable or if the two crutches are not able to be held securely in one hand. The crutches or cane descends to the first step, then is followed by the injured leg, then finally the uninjured leg. This process is repeated until the bottom of the stairs is reached. Body-weight support (BWS) systems or unweighting devices are starting to become more and more popular and have been the subject of much study.
Edit intent: coherence
Original:  Although gait training with parallel bars, treadmills and support systems can be beneficial, the long-term aim of gait training is usually to reduce patients' dependence on such technology in order to walk more in their daily lives.
Edit intent: coherence
Original:  Gait training can be useful for people with the following conditions: Amputation Osteoarthritis Muscular dystrophy Cerebral palsy Stroke Parkinson's disease Multiple sclerosis Brain and spinal cord injuries After surgery Sports injury References
Revised:  References
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Original:   The process of relearning how to walk is generally facilitated by physical therapists, or physiotherapists  .
Revised:  Normal human gait is a complex process, which happens due to co-ordinated movements of the whole of the body, requiring the whole of Central Nervous System - the brain and spinal cord, to function properly. Any disease process affecting the brain, spinal cord, peripheral nerves emerging from them supplying the muscles, or the muscles itself can cause deviations of gait. The process of relearning how to walk is generally facilitated by physical therapists, or physiotherapists .
Edit intent: coherence
Original:  There are two main phases to the gait cycle  . Straight cane Lofstrand crutches Axillary crutches Walker Parallel Bar There is also a modified three-point gait pattern which can be used with patients who are PWB on their injured leg but full weight bearing (FWB) on their uninjured leg.
Revised:  There are two main phases to the gait cycle . Straight cane Lofstrand crutches Axillary crutches Walkers Parallel Bars There is also a modified three-point gait pattern which can be used with patients who are PWB on their injured leg but full weight bearing (FWB) on their uninjured leg.
Edit intent: fluency
Original:  It is often employed with idiothetic information to achieve spatial behavior.
Edit intent: coherence
Original: Filmography 2001: L'eau à la bouche (TV) 2001: Cirque du Soleil: Fire Within (TV series) 2005: Le Dernier cycle (web, short film) 2006: Enfants de la balle (TV) 2007: Portrait de dame par un groupe (Documentary) 2008: Seules (TV) 2009: Pachamama (TV series) 2011: Rap arabeAwards  In 2003, the series he co-directed, Cirque du Soleil: Fire Within, won an Emmy Award.
Revised: Filmography 2001: L'eau à la bouche (TV) 2001: Cirque du Soleil: Fire Within (TV series) 2005: Le Dernier cycle (web, short film) 2006: Enfants de la balle (TV) 2007: Portrait de dame par un groupe (Documentary) 2008: Seules (TV) 2009: Pachamama (TV series) 2011: Rap arabeAwards Awards In 2003, the series he co-directed, Cirque du Soleil: Fire Within, won an Emmy Award.
Edit intent: fluency
Original:  Bensaddek wrote a play in 2004 entitled Montréal la Blanche about Algerian immigrants in Quebec.
Revised:  Bensaddek wrote a play in 2004 entitled Montréal la blanche about Algerian immigrants in Quebec.
Edit intent: fluency
Original:  Filmography 2001: L'eau à la bouche (TV) 2001: Cirque du Soleil: Fire Within (TV series) 2005: Le Dernier cycle (web, short film) 2006: Enfants de la balle (TV) 2007: Portrait de dame par un groupe (Documentary) 2008: Seules (TV) 2009: Pachamama (TV series) 2011: Rap arabe2016:  Montréal la blanche (movie )
Revised:  Filmography 2001: L'eau à la bouche (TV) 2001: Cirque du Soleil: Fire Within (TV series) 2005: Le Dernier cycle (web, short film) 2006: Enfants de la balle (TV) 2007: Portrait de dame par un groupe (Documentary) 2008: Seules (TV) 2009: Pachamama (TV series) 2011: Rap arabe2016: Montréal la blanche ) (film )
Edit intent: fluency
Original:  It had its premiere at the 27th Festival international de cinéma Vues d'Afrique, and was rebroadcast on RDI, TV5TV5 Présente Rap arabe - Le pouvoir du rythme, la force des mots and Al Jazeera's Documentary channel.
Revised:  It had its premiere at the 27th Festival international de cinéma Vues d'Afrique, and was rebroadcast on RDI, TV5 and Al Jazeera's Documentary channel.
Edit intent: coherence
Original: In May 2011, he released his documentary film Rap arabe, an ORBI-XXI URL  ORBI-XXI: Rap arabe - Le pouvoir du rythme, la force des mots  </ref> covering the rap scene in three countries (Morocco, Lebanon, Syria) with a number of rappers including Malikah, Ashekman, Lil Zac and Don Bigg.
Revised: In May 2011, he released his documentary film Rap arabe, an ORBI-XXI production,<ref> ORBI-XXI: Rap arabe - Le pouvoir du rythme, la force des mots </ref> covering the rap scene in three countries (Morocco, Lebanon, Syria) with a number of rappers including Malikah, Ashekman, Lil Zac and Don Bigg.
Edit intent: clarity
Original: World Championships in Athletics athletes for Kenya Category:Commonwealth Games bronze medallists for Kenya Category:Olympic gold medalists in athletics (track and field) Category:Athletes (track and field) at the 2002 Commonwealth Games Category:Commonwealth Games medallists in athletics Category:African Games gold medalists for Kenya Category:African Games medalists in athletics (track and field) Category: Athletics at the 2003 All-Africa Games Category: Athletics at the 2007 All-Africa Gam
Revised: World Championships in Athletics athletes for Kenya Category:Commonwealth Games bronze medallists for Kenya Category:Olympic gold medalists in athletics (track and field) Category:Athletes (track and field) at the 2002 Commonwealth Games Category:Commonwealth Games medallists in athletics Category:African Games gold medalists for Kenya Category:African Games medalists in athletics (track and field) Category: Athletes (track and field) at the 2003 All-Africa Games Category: Athletics at the 2007 All-Africa Gam
Edit intent: clarity
Original: World Championships in Athletics athletes for Kenya Category:Commonwealth Games bronze medallists for Kenya Category:Olympic gold medalists in athletics (track and field) Category:Athletes (track and field) at the 2002 Commonwealth Games Category:Commonwealth Games medallists in athletics Category:African Games gold medalists for Kenya Category:African Games medalists in athletics (track and field) Category: Athletics at the 2003 All-Africa Games Category: Athletics at the 2007 All-Africa Gam
Revised: World Championships in Athletics athletes for Kenya Category:Commonwealth Games bronze medallists for Kenya Category:Olympic gold medalists in athletics (track and field) Category:Athletes (track and field) at the 2002 Commonwealth Games Category:Commonwealth Games medallists in athletics Category:African Games gold medalists for Kenya Category:African Games medalists in athletics (track and field) Category: Athletics at the 2003 All-Africa Games Category: Athletes (track and field) at the 2007 All-Africa Gam
Edit intent: style
Original:  Category:Cultural anthropology Category:1970 films Category:Films directed by Timothy Asch Category:Anthropology documentary fil
Revised:  Category:Cultural anthropology Category:Films directed by Timothy Asch Category:Anthropology documentary fil
Edit intent: coherence
Original:  BSSRS) Dalton was successfully sued for libel in 1984 by Dr. Robert Murray, a former medical adviser to the Trades Union Congress.
Revised:  BSSRS) Dalton was successfully sued for libel in 1984 by Robert Murray, a former medical adviser to the Trades Union Congress.
Edit intent: clarity
Original:  Other modelling work suggests that the threat of climate engineering may in fact increase the likelihood of emissions reduction.
Revised:  Other modelling work suggests that the prospect of climate engineering may in fact increase the likelihood of emissions reduction.
Edit intent: clarity
Original:  The main categories of climate engineering are solar geoengineering and carbon dioxide removal . Solar geoengineering, or solar radiation modification, would reflect some sunlight (solar radiation) back to space to limit or reverse human-caused climate change.
Revised:  The main category of climate engineering are solar geoengineering and carbon dioxide removal . Solar geoengineering, or solar radiation modification, would reflect some sunlight (solar radiation) back to space to limit or reverse human-caused climate change.
Edit intent: fluency
Original:  The main categories of climate engineering are solar geoengineering and carbon dioxide removal . Solar geoengineering, or solar radiation modification, would reflect some sunlight (solar radiation) back to space to limit or reverse human-caused climate change.
Revised:  The main categories of climate engineering is solar geoengineering or solar radiation management . Solar geoengineering, or solar radiation modification, would reflect some sunlight (solar radiation) back to space to limit or reverse human-caused climate change.
Edit intent: clarity
Original:  ]  Carbon dioxide removal upPlanting trees is a means of carbon dioxide removal.
Revised:  ] upPlanting trees is a means of carbon dioxide removal.
Edit intent: coherence
Original:  Carbon dioxide removal (CDR), the concept of deliberately reducing the amount of CO2 in the atmosphere  is often mistakenly classified with solar geoengineering as a form of climate engineering and assumed to be intrinsically risky.
Revised:  Carbon dioxide removal (CDR), the practice of deliberately reducing the amount of CO2 in the atmosphere is often mistakenly classified with solar geoengineering as a form of climate engineering and assumed to be intrinsically risky.
Edit intent: clarity
Original:  Carbon dioxide removal (CDR), the concept of deliberately reducing the amount of CO2 in the atmosphere  is often mistakenly classified with solar geoengineering as a form of climate engineering and assumed to be intrinsically risky.
Revised:  Carbon dioxide removal (CDR), the concept of deliberately reducing the amount of CO2 in the atmosphere , is often mistakenly classified with solar geoengineering as a form of climate engineering and assumed to be intrinsically risky.
Edit intent: fluency
Original:  Therefore, the IPCCdecided to no longer refer to CDR as a subgroup of climate engineering, but use solar geoengineering and CDR separately.
Revised:  The Intergovernmental Panel on Climate Change (IPCC) no longer refers to CDR as a subgroup of climate engineering, but use solar geoengineering and CDR separately.
Edit intent: clarity
Original:  Therefore, the IPCCdecided to no longer refer to CDR as a subgroup of climate engineering, but use solar geoengineering and CDR separately.
Revised:  Therefore, the IPCCdecided to no longer refer to CDR as a subgroup of climate engineering, but uses the terms solar geoengineering and CDR separately.
Edit intent: clarity
Original:  Boucher, O., Gruber, N. and Blackstock, J., 2011, Summary of the Synthesis Session In: IPCC Expert Meeting Report on Geoengineering.
Edit intent: coherence
Original:  O. Edenhofer, C. Field, R. Pichs-Madruga, Y. Sokona, T. Stocker, V. Barros, Q. Dahe, J. Minx, K. Mach, G.-K. Plattner, S. Schlömer, G. Hansen, M. Mastrandrea (eds.)%DIFDELCMD < ] %%% IPCC Working Group III Technical Support Unit, Potsdam Institute for Climate Impact Research, Potsdam, Germany, pp.7. URL Climate engineering approaches are sometimes viewed as potential complementary options for limiting climate change or its impacts, alongside reducing greenhouse gas emissions and adaptation.
Revised:  %DIFDELCMD < ] %%% IPCC Working Group III Technical Support Unit, Potsdam Institute for Climate Impact Research, Potsdam, Germany, pp.7. URL Climate engineering approaches are sometimes viewed as potential complementary options for limiting climate change or its impacts, alongside reducing greenhouse gas emissions and adaptation.
Edit intent: coherence
Original:  Part Mangyshlak Turkmens were displaced Ayukoy the Volga, to the same period include his successful war with Dagestanis, Kumyks, Kabardians and Kuban.
Revised:  Part Mangyshlak Turkmens were displaced Ayuka Khan the Volga, to the same period include his successful war with Dagestanis, Kumyks, Kabardians and Kuban.
Edit intent: fluency