wanyu/IteraTeR_v2 huggingface dataset:
Original: Executed  mobsters Category: Mobsters from Georgia (country) Category:Jews from Georgia (country) Category:Mob bosses Category: People executed by Lithuania by firearm Category:People executed by single firearm Category:People executed for murder Category: Stateless people Category:People convicted of murder by Lithuania Category:Executed Lithuanian people Category:Executed people from Georgia (country) Category:People extradited from Latvia Category:People extradited to Lithuan
Revised: Executed mobsters Category: Mobsters from Georgia (country) Category:Jews from Georgia (country) Category:Mob bosses Category: People executed by Lithuania by firearm Category:People executed by single firearm Category:People executed for murder Category: Stateless people Category:People convicted of murder by Lithuania Category:Executed Lithuanian people Category:Executed people from Georgia (country) Category:People extradited from Latvia Category:People extradited to Lithuania Category:Stateless peop
Edit intent: fluency
Original: Boris Dekanidze ( , ) ( 13 December 1962„Įvykiai, sukrėtę Lietuvą“.
Revised: Boris Dekanidze ( ; 13 December 1962„Įvykiai, sukrėtę Lietuvą“.
Edit intent: fluency
Original:  The Vilnius Brigade mostly consisted of Lithuanian-born people of various ethnic groups (mostly  Russians, Poles and Lithuanians), although Boris Dekanidze as well as his brother were Georgian Jews.
Revised:  The Vilnius Brigade mostly consisted of Lithuanian-born people of various ethnic groups (mostly Jews, Russians, Poles and Lithuanians), although Boris Dekanidze as well as his brother were Georgian Jews.
Edit intent: fluency
Original:  References Footnotes Category:
Revised:  References Category:
Edit intent: coherence
Original: Crime in Lithuania Category:Executed Lithuanian people Category:Executed mobsters Category:Executed people from Georgia (country) Category:Jews from Georgia (country) Category:Mob bosses Category:Mobsters from Georgia (country) Category:People convicted of murder by Lithuania Category:People executed by Lithuania by firearm Category:People executed for murder Category:People from Vilnius Category:People extradited from Latvia Category:People extradited to Lithuania  Category:Stateless peop
Revised: Crime in Lithuania Category:Executed Lithuanian people Category:Executed mobsters Category:Executed people from Georgia (country) Category:Jews from Georgia (country) Category:Mob bosses Category:Mobsters from Georgia (country) Category:People convicted of murder by Lithuania Category:People executed by Lithuania by firearm Category:People executed for murder Category:People extradited from Latvia Category:People extradited to Lithuania Category:Stateless peop
Edit intent: coherence
Original: Crime in Lithuania Category:Executed Lithuanian people Category:Executed mobsters Category:Executed people from Georgia (country) Category:Jews from Georgia (country) Category:Mob bosses Category:Mobsters from Georgia (country) Category:People convicted of murder by Lithuania Category:People executed by Lithuania by firearm Category:People executed for murder Category:People from Vilnius Category:People extradited from Latvia Category:People extradited to Lithuania  Category:Stateless peop
Revised: Crime in Lithuania Category:Executed Lithuanian people Category:Executed mobsters Category:Executed people from Georgia (country) Category:Jews from Georgia (country) Category:Mob bosses Category:Mobsters from Georgia (country) Category:People convicted of murder by Lithuania Category:People executed by Lithuania by firearm Category:People executed for murder Category:People from Vilnius Category:People extradited from Latvia Category:People extradited to Lithuania Category:People from Vilnius Category:Stateless peop
Edit intent: fluency
Original:  Dekanidze was the last person executed by Lithuania prior to its abolition of the death penalty in 1998.
Revised:  Dekanidze was the last person executed in Lithuania prior to its abolition of the death penalty in 1998.
Edit intent: clarity
Original:  Dekanidze was the last person executed by Lithuania prior to its abolition of the death penalty in 1998.
Revised:  Dekanidze was the last person executed by Lithuania prior to the abolition of death penalty in 1998.
Edit intent: clarity
Original:  Crime in Lithuania Category:Executed Lithuanian people Category:Executed mobsters Category: Executed people from Georgia (country) Category:Jews from Georgia (country) Category:Mob bosses Category:Mobsters from Georgia (country) Category:People convicted of murder by Lithuania Category:People executed by Lithuania by firearm Category:People executed for murder Category:People extradited from Latvia Category:People extradited to Lithuania Category:People from Vilnius Category:Stateless peop
Revised:  Crime in Lithuania Category:Executed Lithuanian people Category:Executed mobsters Category: Mob bosses Category:People convicted of murder by Lithuania Category:People executed by Lithuania by firearm Category:People executed for murder Category:People extradited from Latvia Category:People extradited to Lithuania Category:People from Vilnius Category:Stateless peop
Edit intent: fluency
Original:  is an India-born naturalized American economist who is currently the Ford Foundation International Professor of Economics at Massachusetts Institute of Technology.
Revised:  is an India-born American economist who is currently the Ford Foundation International Professor of Economics at Massachusetts Institute of Technology.
Edit intent: clarity
Original:  His son Kabir Banerjee (born 1991), from his first marriage, died in an accident in 2016.
Revised:  His son (born 1991), from his first marriage, died in an accident in 2016.
Edit intent: clarity
Original: Later, he went on to obtain a PhD in Harvard University in 1988.
Revised: Later, he went on to obtain a PhD from Harvard University in 1988.
Edit intent: fluency
Original:  Representation occurs as a dynamical transformation in a distibuted network of dendritic microprocesses.
Revised:  Representation occurs as a dynamical transformation in a distributed network of dendritic microprocesses.
Edit intent: fluency
Original: This specific theory of quantum consciousness was developed by neuroscientist Karl Pribram initially in collaboration with physicist David Bohm building on the initial theories of Holograms originally formulated by Dennis Gabor.
Revised: This specific theory of quantum consciousness was developed by neuroscientist Karl Pribram initially in collaboration with physicist David Bohm building on the initial theories of holograms originally formulated by Dennis Gabor.
Edit intent: fluency
Original:  These oscillations are waves and create wave interference patterns in which memory is encoded naturally, and the Wave function may be analyzed by a Fourier transform.
Revised:  These oscillations are waves and create wave interference patterns in which memory is encoded naturally, and the wave function may be analyzed by a Fourier transform.
Edit intent: fluency
Original:  The entire field of quantum consciousness is often criticized as pseudoscience, as detailed on the main article thereof.
Edit intent: coherence
Original:  which is important for our ability to recognize an object as the same entity from different angles and positions, something the correlograph and association network models lack . Applications Holographic models of memory and consciousness may be related to several brain disorders involving disunity of sensory input within a unified consciousness, including Charles Bonnet syndrome, disjunctive agnosia, and schizophrenia.
Revised:  which is important for our ability to recognize an object as the same entity from different angles and positions, something the correlograph and association network models lack Applications Holographic models of memory and consciousness may be related to several brain disorders involving disunity of sensory input within a unified consciousness, including Charles Bonnet syndrome, disjunctive agnosia, and schizophrenia.
Edit intent: fluency
Original: ]] Automated tissue image analysis is a process by which computer-controlled automatic test equipment  to evaluate tissue samples, using computations to derive quantitative measurements from an image to avoid subjective errors.
Revised: ]] Automated tissue image analysis is a process by which computer-controlled automatic test equipment is used to evaluate tissue samples, using computations to derive quantitative measurements from an image to avoid subjective errors.
Edit intent: clarity
Original:  Although medical images can be stored in various formats, a common format has been Digital Imaging and Communications in Medicine (DICOM)     
Revised:  Although medical images can be stored in various formats, a common format has been Digital Imaging and Communications in Medicine (DICOM) . 
Edit intent: fluency
Original:  Geography is the study of places and the relationships between people and their environments.
Edit intent: clarity
Original:  Human geography is concerned with the study of people and their communities, cultures, economies, and  interactions with the environment by studying their relations with and across space and place.
Revised:  Human geography is concerned with the study of people and their communities, cultures, economies, and , interactions with the environment by studying their relations with and across space and place.
Edit intent: fluency
Original:  Human geography is concerned with the study of people and their communities, cultures, economies, and , interactions with the environment by studying their relations with and across space and place.
Revised:  Human geography is concerned with the study of people and their communities, cultures, economies, and interactions with the environment by studying their relations with and across space and place.
Edit intent: fluency
Original:  Introduction Geography is a systematic study of the Universe and its features.
Revised: Geography is not important, it is essential. The issues facing on the earth surface can only be understood from a geographical perspective. Introduction Geography is a systematic study of the Universe and its features.
Edit intent: coherence
Original: Geography studies the Inter-relationship between the Physical ( mountain,plain, Plateaus or god gifted features ) and Anthropogenic ( created by human) features of the earth surface ( M.Kamraju).
Revised: Geography 
Edit intent: coherence
Original:  Geography is often defined in terms of two branches: human geography and physical geography.
Revised:  is often defined in terms of two branches: human geography and physical geography.
Edit intent: clarity
Original:  Geography has been called "the world discipline" and "the bridge between the human and the physical sciences" .
Revised:  Geography has been called "the world discipline" and "the bridge between the human and the physical sciences" 
Edit intent: fluency
Original:  In simple terms Geography studies, Land Man Relation with Respect to Time,.( Mohd Akhter Ali)%DIFDELCMD < %DIFDELCMD < %%% Geography is not important, it is essential.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Geography is not important, it is essential.
Edit intent: coherence
Original:  The four historical traditions in  geographical research are spatial analyses of natural and the human phenomena, area studies of places and regions, studies of human-land relationships, and the Earth sciences.
Revised:  The four historical traditions in the geographical research are spatial analyses of natural and the human phenomena, area studies of places and regions, studies of human-land relationships, and the Earth sciences.
Edit intent: fluency
Original:  Human geography is concerned with the study of people and their communities, settlemens, cultures, economies, and interactions with the environment by studying their relations with and across space and place.
Revised:  Human geography is concerned with the study of people and their communities, cultures, economies, and interactions with the environment by studying their relations with and across space and place.
Edit intent: fluency
Original:  The four historical traditions in the geographical research are spatial analyses of natural and the human phenomena, area studies of places and regions, studies of human-land relationships, and the Earth sciences.
Revised:  The four historical traditions in geographical research are spatial analyses of natural and the human phenomena, area studies of places and regions, studies of human-land relationships, and the Earth sciences.
Edit intent: fluency
Original: Race Race is a sensitive aspect of cultural competency training that requires professionals to become more color blind in their approach to certain individuals, but also obtain the knowledge of various cultures to have a wider understanding and perspective of certain racial groups .
Revised: Race Race is a sensitive aspect of cultural competency training that requires professionals to be able to identify, acknowledge and value cultural differences .
Edit intent: clarity
Original:  Training on this aspect of cultural competence teaches professionals  to ignore racial differences, in some aspects.
Revised:  Training on this aspect of cultural competence teaches professionals that to ignore racial differences, in some aspects.
Edit intent: fluency
Original:  The acronym LGBTQIAP stands for Lesbian, Gay, Bisexual, Transsexual, Transgender, Queer, Questioning, Intersex, Asexual, Ally, and Pansexual.
Revised:  The acronym LGBTQIAP stands for Lesbian, Gay, Bisexual, Transsexual, Transgender, Queer, Questioning, Intersex, Asexual, and Pansexual.
Edit intent: coherence
Original:  The acronym LGBTQIAP stands for Lesbian, Gay, Bisexual, Transsexual, Transgender, Queer, Questioning, Intersex, Asexual, and Pansexual .
Revised:  The acronym LGBTQIAP stands for Lesbian, Gay, Bisexual, Transsexual, Transgender, Queer, Questioning, Intersex, and Asexual .
Edit intent: coherence
Original:  Cultural Competence Training Identity Cultural Competence Training in School School is considered to be the second learning home for kids.
Revised:  Cultural Identity Cultural Competence Training in School School is considered to be the second learning home for kids.
Edit intent: fluency
Original:  Cultural Competence Training Identity Cultural Competence Training in School School is considered to be the second learning home for kids.
Revised:  Cultural Competence Training Identity Cultural competence training in school School is considered to be the second learning home for kids.
Edit intent: fluency
Original:  In the United States, there is an underlying difference among parents as to how a kid should be raised, but it is clear that cultural competency should be taught at a young age.
Revised:  In the United States, there is an underlying difference among parents as to how a child should be raised, but it is clear that cultural competency should be taught at a young age.
Edit intent: fluency
Original:  The United States is not the front runner in cultural competency training amongst children, as Canada and Australia are seemingly far more progressive in this sector.
Revised:  The United States is not the front runner in cultural competency training amongst children, with Canada and Australia are seemingly far more progressive in this sector.
Edit intent: fluency
Original:  The United States is not the front runner in cultural competency training amongst children, as Canada and Australia are seemingly far more progressive in this sector.
Revised:  The United States is not the front runner in cultural competency training amongst children, as Canada and Australia apparently more progressive in this sector.
Edit intent: clarity
Original:  Cultural Competence Training in the Workforce Over the years, there have been new developed ways of practicing cultural competency in the workforce.
Revised:  Cultural competence training in the workforce Over the years, there have been new developed ways of practicing cultural competency in the workforce.
Edit intent: fluency
Original:  Cultural Competence Training for Medical Students and Physicians
Revised:  Cultural competence training for medical students and physicians
Edit intent: fluency
Original:  Cultural Competency has a fundamental importance in every aspect of a work field and that includes school and government setting.
Revised:  Cultural competence has a fundamental importance in every aspect of a work field and that includes school and government setting.
Edit intent: fluency
Original:  Background To cater to an increasingly globalized society, many hospitals, organizations, and employers may choose to implement forms of cultural competency training methods to enhance transparency between language, values, beliefs, and cultural differences.
Revised:  To attain the goal of cultural competence, cultural sensitivity must be understood. Cultural sensitivity is the knowledge, awareness, and acceptance of other cultures, and includes "the willingness, ability and sensitivity required to understand people with different backgrounds", and acceptance of diversity. Crucially, it "refers to being aware that cultural differences and similarities between people exist without assigning them a value", Background To cater to an increasingly globalized society, many hospitals, organizations, and employers may choose to implement forms of cultural competency training methods to enhance transparency between language, values, beliefs, and cultural differences.
Edit intent: coherence
Original:  This new found awareness oftentimes allows military members, educators, medical practitioners, workers, and common citizens to establish equity in their environments  and enhances interrelationships between one another for increased productivity levels.
Revised:  This new-found awareness helps military members, educators, medical practitioners, workers, and common citizens to establish equity in their environments and enhances interrelationships between one another for increased productivity levels.
Edit intent: clarity
Original:  This new found awareness oftentimes allows military members, educators, medical practitioners, workers, and common citizens to establish equity in their environments  and enhances interrelationships between one another for increased productivity levels.
Revised:  This new found awareness oftentimes allows military members, educators, medical practitioners, other workers and citizens to establish equity in their environments and enhances interrelationships between one another for increased productivity levels.
Edit intent: clarity
Original:  This new found awareness oftentimes allows military members, educators, medical practitioners, workers, and common citizens to establish equity in their environments  and enhances interrelationships between one another for increased productivity levels.
Revised:  This new found awareness oftentimes allows military members, educators, medical practitioners, workers, and common citizens to establish equity in their environments , and enhances interrelationships between one another for increased productivity levels.
Edit intent: fluency
Original:  There have been numerous developed theories as to how best to conduct cultural competency training, which oftentimes is dependent on the specific environment and type of work.
Revised:  There are numerous theories as to how best to conduct cultural competency training, which oftentimes is dependent on the specific environment and type of work.
Edit intent: coherence
Original:  There have been numerous developed theories as to how best to conduct cultural competency training, which oftentimes is dependent on the specific environment and type of work.
Revised:  There have been numerous developed theories as to how best to conduct cultural competency training, which are often dependent on the specific environment and type of work.
Edit intent: fluency
Original:  Cultural competence training and identity When defining the ideas that surround cultural competence training, defining what culture is can help to understand the ideas that shape the concept.
Revised:  Cultural identity When defining the ideas that surround cultural competence training, defining what culture is can help to understand the ideas that shape the concept.
Edit intent: clarity
Original:  however, four specific areas to look at are: LGBTQIA LGBTQIA community, race, and religion.
Revised:  LGBTQIA LGBTQIA community, race, and religion.
Edit intent: coherence
Original:  The acronym LGBTQIAP stands for Lesbian, Gay, Bisexual, Transsexual, Transgender, Queer, Questioning, Intersex, and Asexual .
Revised:  LGBTQIA The initialism LGBTQIA stands for lesbian, gay, bisexual, transsexual, transgender, queer, intersex, and asexual .
Edit intent: clarity
Original:  This particular group of individuals has faced numerous obstacles and has historical events to highlight the inequalities they face  such as the Stonewall riots.
Revised:  This particular group of individuals has faced numerous obstacles and has historical events to highlight the inequalities they face , such as the Stonewall riots.
Edit intent: fluency
Original:  The Stonewall riots became a symbol for the gay liberation movement when police attempted a raid at the Stonewall Inn bar to arrest the gay and lesbian patrons and the gay community fought back.
Revised:  The Stonewall riots became a symbol for the gay liberation movement when police attempted a raid at the Stonewall Inn to arrest the gay and lesbian patrons and the gay community fought back.
Edit intent: clarity
Original:  Race Race is a sensitive aspect of cultural competency training that requires professionals to be able to identify, acknowledge and value cultural differences.
Revised:  Race is a sensitive aspect of cultural competency training that requires professionals to be able to identify, acknowledge and value cultural differences.
Edit intent: fluency
Original:  In order to begin to understand intercultural communications  one must understand the historical and social context under which different cultural groups operate.
Revised:  In order to begin to understand intercultural communications , one must understand the historical and social context under which different cultural groups operate.
Edit intent: fluency
Original:  In this aspect, it is important for those who are trained to understand both similarities and differences between them , and the individual they are helping.
Revised:  It is important for those who are trained to understand both similarities and differences between them , and the individual they are helping.
Edit intent: coherence
Original:  In this aspect, it is important for those who are trained to understand both similarities and differences between them , and the individual they are helping.
Revised:  In this aspect, it is important for those who are trained to understand both similarities and differences between themselves , and the individual they are helping.
Edit intent: fluency
Original:  With this knowledge, it makes the process of aiding the individual more efficient , and successful.
Revised:  With this knowledge, it makes the process of aiding the individual more efficient and successful.
Edit intent: fluency
Original:  Both the past Nation the individual has come from, and their journey of immigration as an experience, can shape their mentality.
Revised:  Both the past nation the individual has come from, and their journey of immigration as an experience, can shape their mentality.
Edit intent: fluency
Original:  European Psychiatry, 41(SS), S35. Cultural competence training in school School is considered to be the second learning home for kids .
Revised:  European Psychiatry, 41(SS), S35. In school School is considered to be the second learning home for kids .
Edit intent: clarity
Original:  European Psychiatry, 41(SS), S35. Cultural competence training in school School is considered to be the second learning home for kids .
Revised:  European Psychiatry, 41(SS), S35. Cultural competence training in school School is considered to be the second learning home for children .
Edit intent: clarity