wanyu/IteraTeR_v2 huggingface dataset:
Original:  United States herbalism fraud Over the years 2017-21 , the U.S. Food and Drug Administration (FDA) issued warning letters to numerous herbalism companies for illegally marketing products under "conditions that cause them to be drugs under section 201(g)(1) of the Act [21 U.S.C. § 321(g)(1)], because they are intended for use in the diagnosis, cure, mitigation, treatment, or prevention of disease and/or intended to affect the structure or any function of the body" when no such evidence existed.
Revised:  United States herbalism fraud Over the years 2017–21 , the U.S. Food and Drug Administration (FDA) issued warning letters to numerous herbalism companies for illegally marketing products under "conditions that cause them to be drugs under section 201(g)(1) of the Act [21 U.S.C. § 321(g)(1)], because they are intended for use in the diagnosis, cure, mitigation, treatment, or prevention of disease and/or intended to affect the structure or any function of the body" when no such evidence existed.
Edit intent: fluency
Original:  Government regulations The World Health Organization (WHO), the specialized agency of the United Nations (UN) that is concerned with international public health, published Quality control methods for medicinal plant materials in 1998 in order to support WHO Member States in establishing quality standards and specifications for herbal materials, within the overall context of quality assurance and control of herbal medicines.
Revised:  Government regulations The World Health Organization (WHO), the specialized agency of the United Nations (UN) that is concerned with international public health, published Quality control methods for medicinal plant materials in 1998 to support WHO Member States in establishing quality standards and specifications for herbal materials, within the overall context of quality assurance and control of herbal medicines.
Edit intent: coherence
Original:  In Andean healing practices, the use of entheogens , in particular the San Pedro cactus (Echinopsis pachanoi) is still a vital component, and has been around for millennia.
Revised:  In Andean healing practices, the use of Entheogens , in particular the San Pedro cactus (Echinopsis pachanoi) is still a vital component, and has been around for millennia.
Edit intent: fluency
Original:  Although primarily herbal, some Jamu materials are acquired from animals, such as honey, royal jelly, milk and ayam kampung eggs.
Revised:  Although primarily herbal, some Jamu materials are acquired from animals, such as honey, royal jelly, milk and Ayam Kampung eggs.
Edit intent: fluency
Original:  Herbalists tend to use extracts from parts of plants, such as the roots or leaves, believing that plants are subject to environmental pressures and therefore develop resistance to threats such as radiation, reactive oxygen species and microbial attack in order to survive, providing defensive phytochemicals of use in herbalism.
Revised:  Herbalists tend to use extracts from parts of plants, such as the roots or leaves, believing that plants are subject to environmental pressures and therefore develop resistance to threats such as radiation, reactive oxygen species and microbial attack to survive, providing defensive phytochemicals of use in herbalism.
Edit intent: coherence
Original:  They also found that nearly 60 per cent of products surveyed had ingredients that did not match what was on the label.
Revised:  They also found that nearly 60 percent of products surveyed had ingredients that did not match what was on the label.
Edit intent: fluency
Original:  and (4) everyday cosmology episodes, such as transition of leaders at the top of an organization and the introduction of new technologies throughout an organizatio 
Revised:  and (4) everyday cosmology episodes, such as transition of leaders at the top of an organization and the introduction of new technologies throughout an organization. 
Edit intent: fluency
Original:   The study of cosmology episodes is distinct from the study of high-reliability organizations because the concept directs explicit attention to the integral role of human spirituality during catastrophic events -- as the threatened entity (what now is my role in the universe?), the source of inspiration/improvisation (what now am I able to do to respond to the event?), and the re-established entity (what now is my different role in the universe?).
Revised:  Catastrophic Cosmology Episodes The study of cosmology episodes is distinct from the study of high-reliability organizations because the concept directs explicit attention to the integral role of human spirituality during catastrophic events -- as the threatened entity (what now is my role in the universe?), the source of inspiration/improvisation (what now am I able to do to respond to the event?), and the re-established entity (what now is my different role in the universe?).
Edit intent: clarity
Original:  Consequently, the topic of cosmology episodes lends itself to study by researchers within two small academic organizations -- the American Psychological Association's Division 36 (Psychology of Religion and Spirituality) and the Academy of Management's MSR Division (Management, Spirituality, and Religion    
Revised:  Consequently, the topic of cosmology episodes lends itself to study by researchers within two small academic organizations -- the American Psychological Association's Division 36 (Psychology of Religion and Spirituality) and the Academy of Management's MSR Division (Management, Spirituality, and Religion ). 
Edit intent: fluency
Original:   Building on Weick's 1993 definition of cosmology episodes, Weick, his colleagues, and other researchers have advanced knowledge of best practices during cosmology episodes at four levels of analysis: (1) catastrophic cosmology episodes, such as the 9/11 terrorist attacks of 2001 and the Haitian earthquake of 2010;
Revised:  Catastrophic Cosmology Episodes Building on Weick's 1993 definition of cosmology episodes, Weick, his colleagues, and other researchers have advanced knowledge of best practices during cosmology episodes at four levels of analysis: (1) catastrophic cosmology episodes, such as the 9/11 terrorist attacks of 2001 and the Haitian earthquake of 2010;
Edit intent: fluency
Original:  Catastrophic Cosmology Episodes The study of cosmology episodes is distinct from the study of high-reliability organizations because the concept directs explicit attention to the integral role of human spirituality during catastrophic events -- as the threatened entity (what now is my role in the universe?), the source of inspiration/improvisation (what now am I able to do to respond to the event?), and the re-established entity (what now is my different role in the universe?).
Revised:  The study of cosmology episodes is distinct from the study of high-reliability organizations because the concept directs explicit attention to the integral role of human spirituality during catastrophic events -- as the threatened entity (what now is my role in the universe?), the source of inspiration/improvisation (what now am I able to do to respond to the event?), and the re-established entity (what now is my different role in the universe?).
Edit intent: fluency
Original:  Bulk sediment Nd and Sr Nd model age , ultimate protolith or source area Bulk sediment Pb isotopes <ref name="Downing 2012"> Complicated Pb isotopes systematics makes it powerful tool to exam a source rock's geologic history especially in ancient heritage.
Revised:  Bulk sediment Nd and Sr Nd model age , ultimate protolith or source area Bulk sediment Pb isotopes Complicated Pb isotopes systematics makes it powerful tool to exam a source rock's geologic history especially in ancient heritage.
Edit intent: coherence
Original:  Bulk sediment Nd and Sr Nd model age, ultimate protolith or source area Bulk sediment Pb isotopes Complicated Pb isotopes systematics makes it powerful tool to exam a source rock's geologic history especially in ancient heritage.
Revised:  Bulk sediment Nd and Sr Nd model age, ultimate protolith or source URL Bulk sediment Pb isotopes Complicated Pb isotopes systematics makes it powerful tool to exam a source rock's geologic history especially in ancient heritage.
Edit intent: clarity
Original:  For more information about instruments, see Geochemical Instrumentation and Analysis Arizona Laserchron Center, Department of Geosciences, University of Arizona Sample preparation, by UCLA SIM lab
Edit intent: coherence
Original: Method Case studies Strength Zircon U–Pb dating Determine detrital zircon age of crystallization Zircon U–Pb plus Hf isotopes εHf(t) > 0, Granite melts formed by the melting of young crust recently formed from depleted mantle generates zircons with radiogenic initial  isotopic compositions similar to that of their mantle source;
Revised: Method Case studies Strength Zircon U–Pb dating Determine detrital zircon age of crystallization Zircon U–Pb plus Hf isotopes εHf(t) > 0, Granite melts formed by the melting of young crust recently formed from depleted mantle generates zircons with radiogenic initial Hf isotopic compositions similar to that of their mantle source;
Edit intent: fluency
Original: Description  Boy and girl doll sitting behind a later doll at the Judges' Lodgings, Lancaster The bodies and the clothing of Lenci boy and girl dolls are made of pressed woolen felt.
Revised: Description Lenci Boy and girl doll sitting behind a later doll at the Judges' Lodgings, Lancaster The bodies and the clothing of Lenci boy and girl dolls are made of pressed woolen felt.
Edit intent: fluency
Original:   Personal memory of 'sales pitch' by clerk in the Lenci store in France when doll purchased for me in 1930, although have heard it from others. 
Revised:  ( Personal memory of 'sales pitch' by clerk in the Lenci store in France when doll purchased for me in 1930, although have heard it from others. 
Edit intent: fluency
Original:   Personal memory of 'sales pitch' by clerk in the Lenci store in France when doll purchased for me in 1930, although have heard it from others. 
Revised:  Personal memory of 'sales pitch' by clerk in the Lenci store in France when doll purchased for me in 1930, although have heard it from others. )
Edit intent: fluency
Original: Literature The Lonely Doll is the first children's book in a series by photographer and author Dare Wright .
Revised: In literature Photographer and author Dare Wright .
Edit intent: clarity
Original:  It was first published by Doubleday in 1957 , went out of print for years, was reissued by Houghton Mifflin in 1998 and re-published again by Barnes Noble, in a narrated version for their Nook eReader, in 2012.
Revised:  It was first published by Doubleday in 1957 Noble, in a narrated version for their Nook eReader, in 2012.
Edit intent: coherence
Original:  The two dolls in the Judges' Lodgings museum in Lancaster  have the boy in a burgundy cardigan, and the girl in a blue hat and coat.
Revised:  The two dolls in the Judges' Lodgings museum in Lancaster , England have the boy in a burgundy cardigan, and the girl in a blue hat and coat.
Edit intent: clarity
Original:  They are now collectables.
Revised:  They typically have intricately made wool and organdy clothing, adorned with elaborate felt flowers, hats and/or accoutrements. They are at the top end of the luxury goods market. Today they are considered highly prized collectables.
Edit intent: coherence
Original:  In 1936 the Scavini's sold their remaining interest in the Lenci Company to the Garella brothers.
Revised:  In 1936 the Scavini's sold their remaining interests in the Lenci Company to the Garella brothers.
Edit intent: fluency
Original:  Elena stayed on as  creative director until her husband Enrico died at the end of 1938.
Revised:  Elena stayed on as its creative director until her husband Enrico died at the end of 1938.
Edit intent: fluency
Original:  The "Early Lenci Period" refers to dolls and other products manufacured when Elena was the creative director for the Lenci Company.
Revised:  The "Early Lenci Period" refers to dolls and other products manufactured when Elena was the creative director for the Lenci Company.
Edit intent: fluency
Original:  The "Early Lenci Period" refers to dolls and other products manufacured when Elena was the creative director for the Lenci Company.
Revised:  The "Early Lenci Period" refers to dolls and other products manufacured when Elena was creative director for the Lenci Company.
Edit intent: fluency
Original:  Top illustrators and designers were hired to sketch new styles of doll models and home goods, including Marcel Dudovich.
Revised:  Top illustrators and designers were hired to sketch new styles for doll models and home goods, including Marcel Dudovich.
Edit intent: fluency
Original:  From 1939-44, under the help of the Garella's manufacturing turned to war related goods made of wool, including gas masks  and military uniforms.
Revised:  From 1939-44, under the helm of the Garella's manufacturing turned to war related goods made of wool, including gas masks and military uniforms.
Edit intent: clarity
Original:  As a result many of the early head molds were lost       .
Revised:  As a result many of the early head molds were lost . .
Edit intent: fluency
Original:  Brunner Routledge (UK), 1988.
Revised:  Brunner cwRoutledge (UK), 1988.
Edit intent: fluency
Original:  He claims that some people who are facing a sense of emptiness try to resolve their painful feelings by becoming addicted to a drug or obsessive activity (be it compulsive sex, gambling or work) or engaging in "frenzied action" or violence.
Revised:  He cqlaims that some people who are facing a sense of emptiness try to resolve their painful feelings by becoming addicted to a drug or obsessive activity (be it compulsive sex, gambling or work) or engaging in "frenzied action" or violence.
Edit intent: clarity
Original:  He claims that some people who are facing a sense of emptiness try to resolve their painful feelings by becoming addicted to a drug or obsessive activity (be it compulsive sex, gambling or work) or engaging in "frenzied action" or violence.
Revised:  He claims that some people who are facing a sense of emptiness try to resolver tutoria tfgjjuulpneainful efeelings by becoming assistidos Q to a drug or obsessive activity (be it compulsive sex, gambling or work) or engaging in "frenzied action" or violence.
Edit intent: clarity
Original:  In sociology, a sense of emptiness is associated with social alienation of the individual.
Revised:  In sociology, a sense off Q emptiness is associated with social alienation of the individual.
Edit intent: fluency
Original: In Ven. Thubten Chodron's 2005 interview with Lama Zopa Rinpoche, the lama noted that we "...ordinary beings who haven't realized emptiness don't see things as similar to illusions", and we do not "realize that things are merely labeled by mind and exist by mere name".
Revised: In Ven. Thubten Chodron's 2005 interview with Lama Zopa Rinpoche, the lama noted that "...ordinary beings who haven't realized emptiness don't see things as similar to illusions", and we do not "realize that things are merely labeled by mind and exist by mere name".
Edit intent: fluency
Original: In Ven. Thubten Chodron's 2005 interview with Lama Zopa Rinpoche, the lama noted that we "...ordinary beings who haven't realized emptiness don't see things as similar to illusions", and we do not "realize that things are merely labeled by mind and exist by mere name".
Revised: In Ven. Thubten Chodron's 2005 interview with Lama Zopa Rinpoche, the lama noted that we "...ordinary beings who haven't realized emptiness don't see things as similar to illusions", and one does not "realize that things are merely labeled by mind and exist by mere name".
Edit intent: clarity
Original:  He argues that "when we meditate on emptiness, we drop an atom bomb on this [sense of a] truly existent I" and we realize that "what appears true... isn't true".
Revised:  He argues that "when we meditate on emptiness, we drop an atom bomb on this [sense of a] truly existent I" and to realize that "what appears true... isn't true".
Edit intent: coherence
Original:  By this, the lama is claiming that what we think is real—our thoughts and feelings about people and things—"exists by being merely labeled".
Revised:  By this, the lama is claiming that what is thought to be real—our thoughts and feelings about people and things—"exists by being merely labeled".
Edit intent: clarity
Original:  (2004) depression, loneliness, anhedonia, despair, or other mental  / emotional disorders, including schizoid personality disorder, post trauma, attention deficit hyperactivity disorder, schizotypal personality disorder and borderline personality disorder.
Revised:  (2004) depression, loneliness, anhedonia, despair, or other mental < / emotional disorders, including schizoid personality disorder, post trauma, attention deficit hyperactivity disorder, schizotypal personality disorder and borderline personality disorder.
Edit intent: fluency
Original:  While Christianity and Western sociologists and psychologists view a state of emptiness as a negative, unwanted condition, in some Eastern philosophies such as Buddhist philosophy and Taoism, emptiness (Śūnyatā) represents seeing through the illusion of independent self-nature.
Edit intent: coherence
Original:  Emptiness as a human condition is a sense of generalized boredom, social alienation and apathy.
Revised: <!-- Emptiness as a human condition is a sense of generalized boredom, social alienation and apathy.
Edit intent: coherence
Original: A real estate broker, real estate agent or realtor is a person who represents sellers or buyers of real estate or real property.
Revised: A real estate broker, real estate agent or Realtor is a person who represents sellers or buyers of real estate or real property.
Edit intent: fluency
Original: A real estate broker, real estate agent or Realtor is a person who represents sellers or buyers of real estate or real property.
Revised: A real estate broker, real estate agent or realtor is a person who represents sellers or buyers of real estate or real property.
Edit intent: fluency
Original: A real estate broker typically receives a real estate commission for successfully completing a sale.
Revised: A real estate broker typically receives yogyoiugyuiokgyuogyuioa real estate commission for successfully completing a sale.
Edit intent: clarity
Original:  This is referred to as seller agency .
Revised:  This is referred to as seller agency .
Edit intent: fluency
Original: Grand Ayatollah Sheikh Muhammad-Hussein Naini Gharavi (;
Revised: Grand Ayatollah Sheikh Mohammad-Hossein Naini Gharavi (;
Edit intent: fluency
Original: Triploid block is a phenomenon describing the formation of nonviable progeny after hybridizations of plants that differ in ploidy.
Revised: Triploid block is a phenomenon describing the formation of nonviable progeny after hybridization of plants that differ in ploidy.
Edit intent: fluency
Original:  This phenomenon is usually happened when autopolyploidy occurs in diploid plants.
Revised:  This phenomenon usually happens when autopolyploidy occurs in diploid plants.
Edit intent: fluency
Original: Triploid block is a phenomenon describing the formation of nonviable progeny after hybridization of  plants that differ in ploidy.
Revised: Triploid block is a phenomenon describing the formation of nonviable progeny after hybridization of flowering plants that differ in ploidy.
Edit intent: clarity
Original:  Other Advisory Bodies - The Council convenes and solicits recommendations from a variety of other committees as warranted, such as its Protected Species Advisory Committee, Social Science Planning Committee, Non-Commercial Advisory Committee, Marine Protected Area Advisory Committee, Hawaii Bottomfish Advisory Review Board (BARB), Marine Planning and Climate Change Committee and Fisheries Data Coordinating Committee .
Revised:  Other Advisory Bodies - The Council convenes and solicits recommendations from a variety of other committees as warranted, such as its Protected Species Advisory Committee, Social Science Planning Committee, Non-Commercial Advisory Committee, Marine Protected Area Advisory Committee, Hawaii Bottomfish Advisory Review Board (BARB), Marine Planning and Climate Change Committee and Fisheries Data Coordinating Committee 
Edit intent: fluency
Original:  The Council Process%DIFDELCMD < %DIFDELCMD < %%% center|650p
Revised:  %DIFDELCMD < %DIFDELCMD < %%% center|650p
Edit intent: coherence
Original:  The Council Process%DIFDELCMD < %DIFDELCMD < %%% center|650p
Revised:  The Council Process%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original: However  in 2010, the WPRFMC began moving towards an ecosystem-based approach to fisheries management and is restructuring its management framework from species-based FMPs to place-based FEP.
Revised: However , in 2010, the WPRFMC began moving towards an ecosystem-based approach to fisheries management and is restructuring its management framework from species-based FMPs to place-based FEP.
Edit intent: fluency
Original:  The WPRFMC's Role The WPRFMC fulfills a central role in the management of the nation’s marine fisheries resources.
Revised:  WPRFMC's Role The WPRFMC fulfills a central role in the management of the nation’s marine fisheries resources.
Edit intent: fluency
Original:  The WPRFMC's Role The WPRFMC fulfills a central role in the management of the nation’s marine fisheries resources.
Revised:  The WPRFMC's role The WPRFMC fulfills a central role in the management of the nation’s marine fisheries resources.
Edit intent: fluency
Original:  Fishery Management Plans to Fishery Ecosystem Plans - an evolution in fisheries management The plans and fishery regulations are dynamic and reflect the WPRFMC’s adaptive management, which monitors and addresses changing conditions based on the best available information.
Revised:  The plans and fishery regulations are dynamic and reflect the WPRFMC’s adaptive management, which monitors and addresses changing conditions based on the best available information.
Edit intent: coherence
Original:  International Roles of the WPRFMC Vessels from Hawaii , fish on the high seas in both the Western and Central Pacific Ocean and the Eastern Pacific Ocean, which are included in the jurisdictions of the Western and Central Pacific Fisheries Commission and the Inter-American Tropical Tuna Commission, respectively.
Revised:  International roles of the WPRFMC Vessels from Hawaii , fish on the high seas in both the Western and Central Pacific Ocean and the Eastern Pacific Ocean, which are included in the jurisdictions of the Western and Central Pacific Fisheries Commission and the Inter-American Tropical Tuna Commission, respectively.
Edit intent: fluency
Original:  International Roles of the WPRFMC Vessels from Hawaii , fish on the high seas in both the Western and Central Pacific Ocean and the Eastern Pacific Ocean, which are included in the jurisdictions of the Western and Central Pacific Fisheries Commission and the Inter-American Tropical Tuna Commission, respectively.
Revised:  International Roles of the WPRFMC Vessels from Hawaii fish on the high seas in both the Western and Central Pacific Ocean and the Eastern Pacific Ocean, which are included in the jurisdictions of the Western and Central Pacific Fisheries Commission and the Inter-American Tropical Tuna Commission, respectively.
Edit intent: fluency
Original:  Local Roles for the WPRFMC The WPRFMC also plays a significant facilitation role in the Community Demonstration Project Program (CDPP), Community Development Program, and Marine Education and Training Program.
Revised:  Local roles for the WPRFMC The WPRFMC also plays a significant facilitation role in the Community Demonstration Project Program (CDPP), Community Development Program, and Marine Education and Training Program.
Edit intent: fluency