wanyu/IteraTeR_v2 huggingface dataset:
Original:  novel marker of kidney function Jaffe reaction – an example of creatinine assay methodology Rhabdomyolysis – may be diagnosed using creatinine levels Nephrotic syndrome%DIFDELCMD < %DIFDELCMD < %%% References External links Creatinine at Lab Tests Online Creatinine: analyte monograph – The Association for Clinical Biochemistry and Laboratory Medicine%DIFDELCMD < %DIFDELCMD < %%% Category:Guanidines Category:Metabolism Category:Nephrology Category:Renal physiology Category:Imidazolidin
Revised:  novel marker of kidney function Jaffe reaction – an example of creatinine assay methodology Rhabdomyolysis – may be diagnosed using creatinine levels Nephrotic syndrome%DIFDELCMD < %DIFDELCMD < %%% References %DIFDELCMD < %DIFDELCMD < %%% Category:Guanidines Category:Metabolism Category:Nephrology Category:Renal physiology Category:Imidazolidin
Edit intent: coherence
Original:  novel marker of kidney function Jaffe reaction – an example of creatinine assay methodology Rhabdomyolysis – may be diagnosed using creatinine levels Nephrotic syndrome%DIFDELCMD < %DIFDELCMD < %%% References External links Creatinine at Lab Tests Online Creatinine: analyte monograph – The Association for Clinical Biochemistry and Laboratory Medicine%DIFDELCMD < %DIFDELCMD < %%% Category:Guanidines Category:Metabolism Category:Nephrology Category:Renal physiology Category:Imidazolidin
Revised:  novel marker of kidney function Jaffe reaction – an example of creatinine assay methodology Rhabdomyolysis – may be diagnosed using creatinine levels Nephrotic syndrome%DIFDELCMD < %DIFDELCMD < %%% References External links Creatinine at Lab Tests Online Creatinine: analyte monograph – The Association for Clinical Biochemistry and Laboratory Medicine%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: clarity
Original:  Most artists, not only French, used this standard, as it was —and still is— supported by the main suppliers of artist materials  .
Revised:  Most artists, not only French, used this standard, as it was supported by the main suppliers of artist materials .
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Original:  0 18 x 14 
Revised:  0 18 × 14 
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Original: 18 x 12 18 
Revised: 18 × 12 18 
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Original: x 10 1 22 x 
Revised: × 10 1 22 x 
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Original: x 10 1 22 x 
Revised: x 10 1 22 × 
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Original: 16 22 x 14 
Revised: 16 22 × 14 
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Original: 22 x 12 2 24 
Revised: 22 × 12 2 24 
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Original: Academic research Academic research such as Lynn Stephens article Sexualities and Gender in Zapotec Oaxaca , explores how gender and sexuality are understood within this region based on her archival research of the impacts of colonialism and through her observations during her stay in the small cities of Juchitán de Zaragoza and Teotitlán del Valle both cities found in the state of Oaxaca.
Revised: Academic research Academic research such as Lynn Stephens article Sexualities and Gender in Zapotec Oaxaca explore how gender and sexuality are understood within this region based on her archival research of the impacts of colonialism and through her observations during her stay in the small cities of Juchitán de Zaragoza and Teotitlán del Valle both cities found in the state of Oaxaca.
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Original:  She describes a common understanding in the state of Oaxaca, that there is a strong sense of regional pride, established gender roles, and indigenous roots that are present.
Revised:  Stephens describes a common understanding in the state of Oaxaca, that there is a strong sense of regional pride, established gender roles, and indigenous roots that are present.
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Original: Banashree Sengupta () (6 May 1946 – 19 February 2017) was an eminent singer of Bengal, known to possess a mellifluous voice .
Revised: Banashree Sengupta () (6 May 1945 – 19 February 2017) was an eminent singer of Bengal, known to possess a mellifluous voice .
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Original:  A large number of her admirers placed wreaths on the body that was kept for public viewing at Rabindra Sadan before the cremation at Keoratolla burning ghat . References%DIFDELCMD < %DIFDELCMD < %%% Category:
Revised:  A large number of her admirers placed wreaths on the body that was kept for public viewing at Rabindra Sadan before the cremation at Keoratolla burning ghat References%DIFDELCMD < %DIFDELCMD < %%% Category:
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Original:  A large number of her admirers placed wreaths on the body that was kept for public viewing at Rabindra Sadan before the cremation at Keoratolla burning ghat . References%DIFDELCMD < %DIFDELCMD < %%% Category:
Revised:  A large number of her admirers placed wreaths on the body that was kept for public viewing at Rabindra Sadan before the cremation at Keoratolla burning ghat . %DIFDELCMD < %DIFDELCMD < %%% Category:
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Original: 1946 births Category:2017 deaths Category:Bengali people Category:Bengali singers Category:Bengali playback singers Category:Singers from West Bengal Category:Indian female film singers Category:20th-century Indian singers Category:20th-century Indian women singers Category:Women musicians from West Bengal External links%DIFDELCMD < %DIFDELCMD < %%% Banashree Sengupta on IM
Revised: 1946 births Category:2017 deaths Category:Bengali people Category:Bengali singers Category:Bengali playback singers Category:Singers from West Bengal Category:Indian female film singers Category:20th-century Indian singers Category:20th-century Indian women singers Category:Women musicians from West Bengal %DIFDELCMD < %DIFDELCMD < %%% Banashree Sengupta on IM
Edit intent: coherence
Original: 1946 births Category:2017 deaths Category:Bengali people Category:Bengali singers Category:Bengali playback singers Category:Singers from West Bengal Category:Indian female film singers Category:20th-century Indian singers Category:20th-century Indian women singers Category:Women musicians from West Bengal External links%DIFDELCMD < %DIFDELCMD < %%% Banashree Sengupta on IM
Revised: 1946 births Category:2017 deaths Category:Bengali people Category:Bengali singers Category:Bengali playback singers Category:Singers from West Bengal Category:Indian female film singers Category:20th-century Indian singers Category:20th-century Indian women singers Category:Women musicians from West Bengal External links%DIFDELCMD < %DIFDELCMD < %%% 
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Original: King Khagemba, formally known as Meidingu Khagemba(1597–1652), was one of the most powerful monarchs that reigned in the Kingdom of Kangleipak.
Revised: King Khagemba, formally known as Meidingu Khagemba(1597–1652), was one of the most powerful monarchs in the Kingdom of Kangleipak.
Edit intent: clarity
Original: King Khagemba , formally known as Meidingu Khagemba( 1597– 1652 ), was one of the most powerful monarchs in the Kingdom of Kangleipak.
Revised: King Khagemba , formally known as Meidingu Khagemba( 1597– 1652 ), was a monarch from the Kingdom of Kangleipak.
Edit intent: clarity
Original: The Nayaks of Vellore were local Telugu chieftains of the Vellore principality of Vijayanagar Emperor in the 16th century CEHowes , Jennifer (1 January 1998).
Revised: The Nayaks of Vellore were local Telugu chieftains of the Vellore principality of Vijayanagar Emperor in the 16th century CE.Howes , Jennifer (1 January 1998).
Edit intent: fluency
Original:  Psychology Press. p. 28. . . They were subordinates and were appointed as provincial governors by the Vijayanagar Emperor who divided their entire kingdom into various Nayakships viz., Madurai, Thanjavur and Senji.
Revised:  Psychology Press. p. 28. . They were subordinates and were appointed as provincial governors by the Vijayanagar Emperor who divided their entire kingdom into various Nayakships viz., Madurai, Thanjavur and Senji.
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Original:  History of the Region The region was under many dynasties throughout the time.
Revised:  History of the region The region was under many dynasties throughout the time.
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Original:  Some of the Nayaks are  Chinna Bommi Reddy Thimma Reddy Nayak Lingama Nayak
Revised:  Some of the Nayaks are : Chinna Bommi Reddy Thimma Reddy Nayak Lingama Nayak
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Original: Oaxaca en la historia y en el mito (English: Oaxaca in myth and history ) is a mural created by Arturo García Bustos (1926-2017).
Revised: Oaxaca en la historia y en el mito (English: Oaxaca in history and myth ) is a mural created by Arturo García Bustos (1926-2017).
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Original:  Vincente Guerrero 600x600px|Vincent Guerrero, President of Mexico (1829 for 8 months)|center President Vicente Ramón Guerrero Saldaña (1782-1831) stands, in the mural, beside the proclamation of the abolition of slavery in Mexico of 1829.
Revised:  Vicente Guerrero 600x600px|Vincent Guerrero, President of Mexico (1829 for 8 months)|center President Vicente Ramón Guerrero Saldaña (1782-1831) stands, in the mural, beside the proclamation of the abolition of slavery in Mexico of 1829.
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Original:  Bustos focused on images of the liberal traditions and reform in his interpretation of the history of Oaxaca, largely leaving out those who opposed liberal ideas and are nevertheless an important part of Oaxacan and Mexican history.
Revised:  Bustos focused on images of the liberal traditions and reform in his interpretation of the history of Oaxaca, largely leaving out those who opposed liberal ideas and played important roles in Oaxacan and Mexican history.
Edit intent: clarity
Original:  Today the location is officially known as theMuseo del Palacio UNIVERSUM, but  is commonly referred to as the Palacio de Gobierno.
Revised:  Today the location is officially known as the Museo del Palacio UNIVERSUM, but is commonly referred to as the Palacio de Gobierno.
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Original:  Today the location is officially known as theMuseo del Palacio UNIVERSUM, but  is commonly referred to as the Palacio de Gobierno.
Revised:  Today the location is officially known as theMuseo del Palacio UNIVERSUM, but it is commonly referred to as the Palacio de Gobierno.
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Original: Economic impact Domestic Mining is a significant part of the economy of Canada.
Revised: Economic impact Mining is a significant part of the economy of Canada.
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Original:  Alam identifies this as one way Canada has established itself an attractive place for mining companies to do business .
Revised:  Alam identifies this as one way Canada has established itself an attractive place for mining companies to do business 
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Original:  Alam identifies this as one way Canada has established itself an attractive place for mining companies to do business  
Revised:  Alam identifies this as one way Canada has established itself an attractive place for mining companies to do business . 
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Original:  History The history of mining in Canada goes back to the 16th century.
Revised: In 2019, the country was the 4th largest world producer of platinum USGS Platinum Production Statistics ; the world's 5th largest producer of gold USGS Gold Production Statistics ; the world's 5th largest producer of nickel USGS Nickel Production Statistics ; the world's 10th largest producer of copper USGS Copper Production Statistics ; the 8th largest world producer of iron ore USGS Iron Ore Production Statistics ; the 4th largest world producer of titanium USGS Titanium Production Statistics ; the world's largest producer of potash USGS Potash Production Statistics ; the 2nd largest world producer of niobium USGS Niobium Production Statistics ; the 4th largest world producer of sulfur USGS Sulfur Production Statistics ; the world's 7th largest producer of molybdenum USGS Molybdenum Production Statistics ; the 7th worldwide producer of cobalt USGS Cobalt Production Statistics ; the 8th largest world producer of lithium USGS Lithium Production Statistics ; the 8th largest world producer of zinc USGS Zinc Production Statistics ; the 13th largest world producer of gypsum USGS Gypsum Production Statistics ; the 14th worldwide producer of antimony USGS Antimony Production Statistics ; the world's 10th largest producer of graphite USGS Graphite Production Statistics ; in addition to being the 6th largest world producer of salt. USGS Salt Production Statistics It was the 2nd largest producer in the world of uranium in 2018. World Uranium Mining History The history of mining in Canada goes back to the 16th century.
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Original: In 2019, the country was the 4th largest world producer of platinum USGS Platinum Production Statistics ;
Revised: In 2019, Canada was the 4th largest world producer of platinum USGS Platinum Production Statistics ;
Edit intent: clarity
Original: In 2019, the country was the 4th largest world producer of platinum USGS Platinum Production Statistics ;
Revised: In 2019, the country was the 4th largest producer of platinum USGS Platinum Production Statistics ;
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Original: Mining education Canada is a leading country for mining education and research.
Revised:  Canada is a leading country for mining education and research.
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Original:  The earliest known iron mines in North America are the mines from St. John's, Newfoundland, reported being in operation by Anthony Parkhurst in 1578.
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Original:  The Canadian mining industry continued to expand nationwide through the 19th century, and became one of the world's largest by the 20th century, particularly following World War II.%DIFDELCMD < %DIFDELCMD < %%% Mills and Sweeney note that the staples thesis, which posits that the Canadian economy has developed primarily through the exploitation of the country's abundant natural resources, remains a viable model of Canadian political economy.
Revised:  The Canadian mining industry continued to expand nationwide through the 19th century, and became one of the world's largest by the 20th century, particularly following World War II.%DIFDELCMD < %DIFDELCMD < %%% 
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Original: 1. "The Gond kingdoms". downtoearth.
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Original:  2. The great Gondi shahs (retold), 2008, G.H. Stein (original author- Kartabhanu), Motilal Banarsidass Publishe
Revised:  The great Gondi shahs (retold), 2008, G.H. Stein (original author- Kartabhanu), Motilal Banarsidass Publishe
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Original:  He was a great and able Gond ruler. 
Revised:  He was a great and able Gond ruler. He was very courageous and even the Mughals could not capture his kingdom, and he defeated them every time. He had a keen interest in taking care of animals, especially tigers, of whom he had 16. He was a close relative of the valiant Gond queen, Rani Durgavati' s family.
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Original:   He was a great and able Gond ruler.
Revised:  Reign He was a great and able Gond ruler.
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Original:  This fight triumphed Paraguayan URL The 18th of the morning came with the Paraguayans prepared defensively, the allied troops came in two parallel columns, with the indicated purpose of taking the Reduto-Corá.
Revised:  This fight triumphed Paraguayan troops. The 18th of the morning came with the Paraguayans prepared defensively, the allied troops came in two parallel columns, with the indicated purpose of taking the Reduto-Corá.
Edit intent: fluency
Original:  In front of the 3rd Argentine Battalion and two Brazilian battalions, Colonel Miguel Martínez de URL The Argentine battalion marched ahead, and when they reached the point, as announced, the Paraguayans attacked them, then retreated and took the Argentines to the stronghold, as URL Excited in the pursuit, the Argentines arrive at the point where the Paraguayans disperse, leaving the allies in the sights of the Reduto-Corá artillery, which suddenly erupts in a volley of gunfire.
Revised:  In front of the 3rd Argentine Battalion and two Brazilian battalions, Colonel Miguel Martínez de Hoz. The Argentine battalion marched ahead, and when they reached the point, as announced, the Paraguayans attacked them, then retreated and took the Argentines to the stronghold, as URL Excited in the pursuit, the Argentines arrive at the point where the Paraguayans disperse, leaving the allies in the sights of the Reduto-Corá artillery, which suddenly erupts in a volley of gunfire.
Edit intent: clarity
Original:  In front of the 3rd Argentine Battalion and two Brazilian battalions, Colonel Miguel Martínez de URL The Argentine battalion marched ahead, and when they reached the point, as announced, the Paraguayans attacked them, then retreated and took the Argentines to the stronghold, as URL Excited in the pursuit, the Argentines arrive at the point where the Paraguayans disperse, leaving the allies in the sights of the Reduto-Corá artillery, which suddenly erupts in a volley of gunfire.
Revised:  In front of the 3rd Argentine Battalion and two Brazilian battalions, Colonel Miguel Martínez de URL The Argentine battalion marched ahead, and when they reached the point, as announced, the Paraguayans attacked them, then retreated and took the Argentines to the stronghold, as planned. Excited in the pursuit, the Argentines arrive at the point where the Paraguayans disperse, leaving the allies in the sights of the Reduto-Corá artillery, which suddenly erupts in a volley of gunfire.
Edit intent: clarity
Original:  400 Argentines are killed in the URL
Revised:  400 Argentines are killed in the camp.
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Original:  Surrounded by Paraguayans, Colonel  Martínez de Hoz dies in combat.
Revised:  Surrounded by Paraguayans, Colonel Martínez de Hoz was killed in combat.
Edit intent: clarity
Original:  This can be done in a majority of animal taxa including most of the reptiles, aves, mammals and amphibian 
Revised:  This can be done in a majority of animal taxa including most of the reptiles, aves, mammals and amphibians. 
Edit intent: fluency
Original: Wildlife Endocrinology Wildlife endocrinology is a branch of endocrinology which deals with the study of endocrine system in both vertebrates as well as invertebrates.
Revised: Wildlife Wildlife endocrinology is a branch of endocrinology which deals with the study of endocrine system in both vertebrates as well as invertebrates.
Edit intent: coherence
Original: Wildlife Endocrinology Wildlife endocrinology is a branch of endocrinology which deals with the study of endocrine system in both vertebrates as well as invertebrates.
Revised: Wildlife Endocrinology endocrinology is a branch of endocrinology which deals with the study of endocrine system in both vertebrates as well as invertebrates.
Edit intent: clarity
Original:  Introduction Wildlife endocrinology can help understand the mechanisms by which organisms cope with changing environment and therefore plays an important role in wildlife conservation.
Revised:  Wildlife endocrinology can help understand the mechanisms by which organisms cope with changing environment and therefore plays an important role in wildlife conservation.
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Original:  Sampling Methods in Wildlife Endocrinology Non-Invasive sampling
Revised:  Sampling methods in wildlife endocrinology Non-Invasive sampling
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Original:  Sampling Methods in Wildlife Endocrinology Non-Invasive sampling
Revised:  Sampling Methods in Wildlife Endocrinology Non-invasive sampling
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Original:   Wildlife endocrinology can help understand the mechanisms by which organisms cope with changing environment and therefore plays an important role in wildlife conservation.
Revised:  Background Wildlife endocrinology can help understand the mechanisms by which organisms cope with changing environment and therefore plays an important role in wildlife conservation.
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Original:  For some taxa, essential data on endocrinology is missing, and propels in preservation endocrinology will require approaches that are both "fundamental" and "applied" and incorporate reconciliation of research center and field approaches.
Revised:  For some taxa, essential data on endocrinology is missing, and progress in preservation endocrinology will require approaches that are both "fundamental" and "applied" and incorporate reconciliation of research center and field approaches.
Edit intent: clarity
Original: Wildlife endocrinology is a branch of endocrinology which deals with the study of  endocrine system in both vertebrates as well as invertebrates.
Revised: Wildlife endocrinology is a branch of endocrinology which deals with the study of the endocrine system in both vertebrates as well as invertebrates.
Edit intent: fluency
Original: Wildlife endocrinology is a branch of endocrinology which deals with the study of  endocrine system in both vertebrates as well as invertebrates.
Revised: Wildlife endocrinology is a branch of endocrinology which deals with the study of endocrine system in vertebrates as well as invertebrates.
Edit intent: clarity
Original:  Wildlife Endocrinolog
Revised:  Reference
Edit intent: coherence
Original:   Hormones can be measured via multiple biological matrices such as blood, urine, faeces, hair and saliva, the choice of which depends upon the type of information required, ease of sample collection, assays available to analyse the sample and species difference in hormone metabolism and excretion.
Revised:  . Hormones can be measured via multiple biological matrices such as blood, urine, faeces, hair and saliva, the choice of which depends upon the type of information required, ease of sample collection, assays available to analyse the sample and species difference in hormone metabolism and excretion.
Edit intent: fluency
Original:  This can be done in a majority of animal taxa including most of the reptiles, aves, mammals and amphibians . Reference 
Revised:  This can be done in a majority of animal taxa including most of the reptiles, aves, mammals and amphibians Reference 
Edit intent: fluency
Original:  This can be done in a majority of animal taxa including most of the reptiles, aves, mammals and amphibians . Reference 
Revised:  This can be done in a majority of animal taxa including most of the reptiles, aves, mammals and amphibians . References 
Edit intent: fluency
Original: The Spike Response Model (SRM) is a spiking neuron model in which spikes are generated by either a deterministic or a stochastic threshold process.
Revised: The spike response model (SRM) is a spiking neuron model in which spikes are generated by either a deterministic or a stochastic threshold process.
Edit intent: fluency
Original:  The SRM can be viewed as a Generalized Linear Model (GLM) or as an (integrated version of) a generalized integrate-and-fire model with adaptation. where is the firing time of spike number f of the neuron, is the resting voltage in the absence of input, is the input current at time t-s and is a linear filter (also called kernel) that describes the contibution of an input current pulse at time t-s to the voltage at time t.
Revised:  The SRM can be viewed as a Generalized Linear Model (GLM) or as an (integrated version of) a generalized integrate-and-fire model with adaptation. where is the firing time of spike number f of the neuron, is the resting voltage in the absence of input, is the input current at time t − s and is a linear filter (also called kernel) that describes the contibution of an input current pulse at time t-s to the voltage at time t.
Edit intent: fluency