wanyu/IteraTeR_v2 huggingface dataset:
Original:  Filmography As director Year Film Language Script WriterLead Role 2018Orange Valley Malayalam RK DreamWestBipin Mathai,
Revised:  Filmography Year Film Language Script WriterLead Role 2018Orange Valley Malayalam RK DreamWestBipin Mathai,
Edit intent: clarity
Original:  Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan As Screenwriter%DIFDELCMD < %DIFDELCMD < %%% Year Film Language Script WriterLead Role 2018Orange Valley Malayalam RK DreamWestBipin Mathai, Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan Awards and nominations References 
Revised:  Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan %DIFDELCMD < %DIFDELCMD < %%% Year Film Language Script WriterLead Role 2018Orange Valley Malayalam RK DreamWestBipin Mathai, Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan Awards and nominations References 
Edit intent: clarity
Original:  Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan As Screenwriter%DIFDELCMD < %DIFDELCMD < %%% Year Film Language Script WriterLead Role 2018Orange Valley Malayalam RK DreamWestBipin Mathai, Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan Awards and nominations References 
Revised:  Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan As Screenwriter%DIFDELCMD < %DIFDELCMD < %%% Valley Malayalam RK DreamWestBipin Mathai, Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan Awards and nominations References 
Edit intent: coherence
Original:  Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan As Screenwriter%DIFDELCMD < %DIFDELCMD < %%% Year Film Language Script WriterLead Role 2018Orange Valley Malayalam RK DreamWestBipin Mathai, Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan Awards and nominations References 
Revised:  Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan As Screenwriter%DIFDELCMD < %DIFDELCMD < %%% Year Film Language Script WriterLead Role 2018Orange Valley Malayalam Awards and nominations References 
Edit intent: coherence
Original:  Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan As Screenwriter%DIFDELCMD < %DIFDELCMD < %%% Year Film Language Script WriterLead Role 2018Orange Valley Malayalam RK DreamWestBipin Mathai, Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan Awards and nominations References 
Revised:  Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan As Screenwriter%DIFDELCMD < %DIFDELCMD < %%% Year Film Language Script WriterLead Role 2018Orange Valley Malayalam RK DreamWestBipin Mathai, Vandhitha Manoharan, Mohan Olloor2020 Fourth RiverMalayalamRK DreamWestDiphul Mathew, Nithu Chandran, Vandhitha Manoharan Awards References 
Edit intent: clarity
Original:  Over a period of 30 minutes or less, multiple different configurations of acoustic source and hydrophones sample the same point on a boundary   .
Revised:  Over a period of 30 minutes or less, multiple different configurations of acoustic source and hydrophones sample the same point on a boundary . .
Edit intent: fluency
Original: Acquisition of data Seismic oceanography is based on marine seismic reflection profiling, in which a ship tows specialised equipment for generating underwater sound.
Revised: Data acquisition Seismic oceanography is based on marine seismic reflection profiling, in which a ship tows specialised equipment for generating underwater sound.
Edit intent: clarity
Original:  Sensitivity and resolution Comparison with direct measurements of temperature has shown that seismic oceanographic data can be sensitive to temperature changes at least as small as 0.03°C.
Revised:  Image creation
Edit intent: clarity
Original:  These cables are referred to as streamers, and are between 1 km and 10 km long .
Revised:  These cables are referred to as streamers, and are between 1 km and 10 km in length .
Edit intent: clarity
Original:  Reflected sound is recorded by the hydrophones .
Revised:  The hydrophones detect these reflected sound waves .
Edit intent: clarity
Original:  The time at which sound reflected from a thermohaline boundary is recorded at a particular hydrophone depends on the location of the hydrophone relative to the acoustic source, on the depth of the boundary, and on the speed of sound in seawater.
Revised:  The time at which reflected sound arrives at a particular hydrophone depends on the location of the hydrophone relative to the acoustic source, on the depth of the boundary, and on the speed of sound in seawater.
Edit intent: clarity
Original:  The depth  of the boundary and the local speed of sound, which can vary between approximately 1450 m/s and 1540 m/s, are both initially unknown.
Revised:  The depth of the boundary and the local speed of sound, which can vary between approximately 1450 m/s and 1540 m/s, are initially unknown.
Edit intent: clarity
Original:  By analysing records from multiple different configurations of acoustic source and hydrophones, the boundary depth and speed of sound can be determined using a set of calculations collectively known as seismic migration.
Revised:  By analysing records from multiple different configurations of acoustic source and hydrophones, the speed of sound can be determined using a set of calculations collectively known as seismic migration.
Edit intent: clarity
Original:   Assorted pharmaceuticals. upright= 1.5 |Examples of processes involved in the hydrogeochemical modelling of subsurface flow transport. upright=1.
Revised:  Assorted pharmaceuticals. upright= 1. |Examples of processes involved in the hydrogeochemical modelling of subsurface flow transport. upright=1.
Edit intent: clarity
Original: Since the last decades of the twentieth century , scientific research efforts have been fostered towards deeper understanding of the interactions of groundwater transport and attenuation mechanisms with the chemical nature of polluting agents.
Revised: In the last decades of the twentieth century , scientific research efforts have been fostered towards deeper understanding of the interactions of groundwater transport and attenuation mechanisms with the chemical nature of polluting agents.
Edit intent: clarity
Original: Since the last decades of the twentieth century , scientific research efforts have been fostered towards deeper understanding of the interactions of groundwater transport and attenuation mechanisms with the chemical nature of polluting agents.
Revised: Since the last decades of the twentieth century scientific research efforts have been fostered towards deeper understanding of the interactions of groundwater transport and attenuation mechanisms with the chemical nature of polluting agents.
Edit intent: fluency
Original:  One major goal in the field of environmental protection and risk mitigation is that of developing mathematical formulations yielding reliable predictions of the fate of pharmaceuticals in aquifer systems, eventually accompanied by appropriate quantification of predictive uncertainty and estimation of the risks associated with this kind of contamination. upright=1.
Revised:  One major goal in the field of environmental protection and risk mitigation is the development of mathematical formulations yielding reliable predictions of the fate of pharmaceuticals in aquifer systems, eventually accompanied by appropriate quantification of predictive uncertainty and estimation of the risks associated with this kind of contamination. upright=1.
Edit intent: clarity
Original:  One major goal in the field of environmental protection and risk mitigation is that of developing mathematical formulations yielding reliable predictions of the fate of pharmaceuticals in aquifer systems, eventually accompanied by appropriate quantification of predictive uncertainty and estimation of the risks associated with this kind of contamination. upright=1.
Revised:  One major goal in the field of environmental protection and risk mitigation is that of developing mathematical formulations yielding reliable predictions of the fate of pharmaceuticals in aquifer systems, eventually followed by an appropriate quantification of predictive uncertainty and estimation of the risks associated with this kind of contamination. upright=1.
Edit intent: clarity
Original:  General problem Pharmaceuticals represent a serious threat for aquifer systems because of their bioactive nature, which renders them capable of interacting directly with therein residing living microorganisms and yielding bioaccumulation and biomagnification phenomena.
Revised:  General problem Pharmaceuticals represent a serious threat for aquifer systems because of their bioactive nature, which makes them capable of interacting directly with therein residing living microorganisms and yielding bioaccumulation and biomagnification phenomena.
Edit intent: clarity
Original:  Then, these compounds reach subsurface systems through different routes , such as hospital effluents, wastewaters and landfill leachates, which clearly risks to contaminante drinking water.
Revised:  Then, these compounds reach subsurface systems through different sources , such as hospital effluents, wastewaters and landfill leachates, which clearly risks to contaminante drinking water.
Edit intent: clarity
Original:  Then, these compounds reach subsurface systems through different routes , such as hospital effluents, wastewaters and landfill leachates, which clearly risks to contaminante drinking water.
Revised:  Then, these compounds reach subsurface systems through different routes , such as hospital effluents, wastewaters and landfill leachates, which clearly risk to contaminate drinking water.
Edit intent: fluency
Original:  Most detected pharmaceutical classes The main pharmaceutical classes detected in worlwide groundwater systems are listed below.
Revised:  Most detected pharmaceutical classes The main pharmaceutical classes detected in worldwide groundwater systems are listed below.
Edit intent: fluency
Original:  The following categorisation is based on a medical perspective and  is often referred to as therapeutic classification.
Revised:  The following categorisation is based on a medical perspective and it is often referred to as therapeutic classification.
Edit intent: fluency
Original:  Antibiotics Estrogens and hormones Anti-inflammatories and analgesics Antiepileptics Lipid regulators Antihypertensives Contrast media Antidepressants Antiulcer drugs and Antihistamines Chemical aspects relevant to aquifer systems dynamics The chemical structure of pharmaceuticals affects the type of hydro-geochemical processes that that mainly impact on their fate in groundwater and  is strictly associated with their chemical properties.
Revised:  Antibiotics Estrogens and hormones Anti-inflammatories and analgesics Antiepileptics Lipid regulators Antihypertensives Contrast media Antidepressants Antiulcer drugs and Antihistamines Chemical aspects relevant to aquifer systems dynamics The chemical structure of pharmaceuticals affects the type of hydro-geochemical processes that mainly impacts on their fate in groundwater and is strictly associated with their chemical properties.
Edit intent: fluency
Original:  Antibiotics Estrogens and hormones Anti-inflammatories and analgesics Antiepileptics Lipid regulators Antihypertensives Contrast media Antidepressants Antiulcer drugs and Antihistamines Chemical aspects relevant to aquifer systems dynamics The chemical structure of pharmaceuticals affects the type of hydro-geochemical processes that that mainly impact on their fate in groundwater and  is strictly associated with their chemical properties.
Revised:  Antibiotics Estrogens and hormones Anti-inflammatories and analgesics Antiepileptics Lipid regulators Antihypertensives Contrast media Antidepressants Antiulcer drugs and Antihistamines Chemical aspects relevant to aquifer systems dynamics The chemical structure of pharmaceuticals affects the type of hydro-geochemical processes that that mainly impact on their fate in groundwater and it is strictly associated with their chemical properties.
Edit intent: fluency
Original:  With regard to the occurrence  medical drugs in subsurface aquatic systems, the following chemical properties are of major interest: Solubility in the aqueous phase Pharmaceuticals solubility in water affects the mobility of these compounds within aquifers.
Revised:  With regard to the occurrence of medical drugs in subsurface aquatic systems, the following chemical properties are of major interest: Solubility in the aqueous phase Pharmaceuticals solubility in water affects the mobility of these compounds within aquifers.
Edit intent: fluency
Original:  This aspect impacts on dissolution / precipitation equilibria , a phenomenon that is mathematically described in terms of the substance solubility product (addressed in many books with the notation ).
Revised:  This aspect impacts on dissolution / precipitation equilibrium , a phenomenon that is mathematically described in terms of the substance solubility product (addressed in many books with the notation ).
Edit intent: fluency
Original:  Lipophilicity, often measured though the so-called octanol-water partition coefficient (typically addressed as ) Large values outline the non polar character of the chemical species, which shows instead particular affinity to dissolve into organic solvents.
Revised:  Lipophilicity, often measured through the so-called octanol-water partition coefficient (typically addressed as ) Large values outline the non polar character of the chemical species, which shows instead particular affinity to dissolve into organic solvents.
Edit intent: fluency
Original:  In the former case, these transformation pathways are typically addressed as biodegradation or biotransformation in the hydrogeochemical literature, depending on the extent of cleavage of the parent molecule into highly oxidized, innococus species.
Revised:  In the former case, these transformation pathways are typically addressed as biodegradation or biotransformation in the hydrogeochemical literature, depending on the extent of cleavage of the parent molecule into highly oxidized, innocuous species.
Edit intent: fluency
Original:  In hydrogeochemistry, this phenomenon has been proved to cause a retardation effect in solute mobility with respect to the case in which solely advection and dispersion occur in the aquifer.
Revised:  In hydrogeochemistry, this phenomenon has been proved to cause a delayed effect in solute mobility with respect to the case in which solely advection and dispersion occur in the aquifer.
Edit intent: clarity
Original:  Sorption of trace elements like pharmaceuticals in groundwater is interpreted though the following linear isotherm model: Dissolution and precipitation Dissolution represents the heterogeneous reaction during which a solid compound, such as an organic salt in the case of pharmaceuticals, gets dissolved into the aqueous phase.
Revised:  Sorption of trace elements like pharmaceuticals in groundwater is interpreted through the following linear isotherm model: Dissolution and precipitation Dissolution represents the heterogeneous reaction during which a solid compound, such as an organic salt in the case of pharmaceuticals, gets dissolved into the aqueous phase.
Edit intent: fluency
Original:  This process is typically accomplished at thermochemical equilibrium, but is some applications of hydrogeochemical modelling it might be required to consider its kinetics.
Revised:  This process is typically accomplished at thermochemical equilibrium, but in some applications of hydrogeochemical modelling it might be required to consider its kinetics.
Edit intent: fluency
Original: Pharmaceuticals are suspected to provoke long-term effects in aquatic ecosystems even at low concentration ranges (trace concentrations) because of their bioactive and chemically stable nature, which leads to recalcitrant behaviours in the aqueous compartments, a feature that is typically associated with the difficulty to degrade these compounds to innocuous molecules, similarly with the behaviour exhibited by persistent organic pollutants.
Revised: Pharmaceuticals are suspected to provoke long-term effects in aquatic ecosystems even at low concentration ranges (trace concentrations) because of their bioactive and chemically stable nature, which leads to recalcitrant behaviours in the aqueous compartments, a feature that is typically associated with the difficulty in degrading these compounds to innocuous molecules, similarly with the behaviour exhibited by persistent organic pollutants.
Edit intent: fluency
Original:  As the vulnerability of groundwater systems is increasingly recognized even from the regulating authority (the European Medicines Agency, EMA), environmental risk assessment (ERA) procedures are required for pharmaceuticals appliance for marketing authorization and preventive actions are urged to preserve these environments.
Revised:  As the vulnerability of groundwater systems is increasingly recognized even from the regulating authority (the European Medicines Agency, EMA), environmental risk assessment (ERA) procedures , which is required for pharmaceuticals appliance for marketing authorization and preventive actions are urged to preserve these environments.
Edit intent: coherence
Original:  As the vulnerability of groundwater systems is increasingly recognized even from the regulating authority (the European Medicines Agency, EMA), environmental risk assessment (ERA) procedures are required for pharmaceuticals appliance for marketing authorization and preventive actions are urged to preserve these environments.
Revised:  As the vulnerability of groundwater systems is increasingly recognized even from the regulating authority (the European Medicines Agency, EMA), environmental risk assessment (ERA) procedures are required for pharmaceuticals appliance for marketing authorization and preventive actions urged to preserve these environments.
Edit intent: fluency
Original: In the last decades of the twentieth century  scientific research efforts have been fostered towards deeper understanding of the interactions of groundwater transport and attenuation mechanisms with the chemical nature of polluting agents.
Revised: In the last decades of the twentieth century , scientific research efforts have been fostered towards deeper understanding of the interactions of groundwater transport and attenuation mechanisms with the chemical nature of polluting agents.
Edit intent: fluency
Original: Ivan Matveevich Zaitsev (September 13, 1879 – November 22, 1934) was an Orenburg Cossack, Major General (1919), a participant in the First World War, Commander of the 4th Isetsk–Stavropol Regiment of the Orenburg Cossack Army and Commander of Russian Troops in Khiva, Commissar of the Provisional Government in Khiva Possessions, Acting Chief of Staff of the Turkestan Military Organization, a participant in the Civil War on the side of the White Movement.
Revised: Ivan Matveyevich Zaitsev (September 13, 1879 – November 22, 1934) was an Orenburg Cossack, Major General (1919), a participant in the First World War, Commander of the 4th Isetsk–Stavropol Regiment of the Orenburg Cossack Army and Commander of Russian Troops in Khiva, Commissar of the Provisional Government in Khiva Possessions, Acting Chief of Staff of the Turkestan Military Organization, a participant in the Civil War on the side of the White Movement.
Edit intent: fluency
Original:  In 1894, he graduated from a four–grade city school in Verkhneuralsk and became a stanitsa teacher of the Fominsk United Cossack school.
Revised:  In 1894, he graduated from a four–grade city school in Verkhneuralsk and became a teacher of the Fominsk United Cossack school.
Edit intent: fluency
Original:  In the school he was in charge of the Zeikhhaus .
Revised:  In the school he was in charge of the armory .
Edit intent: clarity
Original:  Was shell –shocked .
Revised:  Zaitsev suffered from shell shock during the war .
Edit intent: clarity
Original:  By order of the Supreme Ruler and Supreme Commander–in–Chief Admiral Alexander Kolchak of September 20 , 1919, he was promoted to the rank of Major General.
Revised:  By order of the Supreme Ruler and Supreme Commander–in–Chief Admiral Alexander Kolchak of 20 , 1919, he was promoted to the rank of Major General.
Edit intent: coherence
Original:  On January 6 , 1920, after being defeated in battles with the Red Army, Dutov's Orenburg Army was officially disbanded.
Revised:  On 6 , 1920, after being defeated in battles with the Red Army, Dutov's Orenburg Army was officially disbanded.
Edit intent: fluency
Original:  On October 28 , 1924, Ivan Zaitsev was arrested by the Joint State Political Directorate and spent 7 months in Butyrskaya Prison.
Revised:  On 28 , 1924, Ivan Zaitsev was arrested by the Joint State Political Directorate and spent 7 months in Butyrskaya Prison.
Edit intent: coherence
Original:  On January 2 , 1925, by the decision of a Special Meeting at the Collegium of the Joint State Political Directorate, he received 3 years in camps.
Revised:  On 2 , 1925, by the decision of a Special Meeting at the Collegium of the Joint State Political Directorate, he received 3 years in camps.
Edit intent: fluency
Original:  On January 2 , 1925, by the decision of a Special Meeting at the Collegium of the Joint State Political Directorate, he received 3 years in camps.
Revised:  On January 2 , 1925, by the decision of a Special Meeting at the Collegium of the Joint State Political Directorate, he was sentenced to three years in camps.
Edit intent: clarity
Original:  On February 3 , 1928, after serving his main sentence, Ivan Zaitsev was sent into exile in Komi for 3 years.
Revised:  On 3 , 1928, after serving his main sentence, Ivan Zaitsev was sent into exile in Komi for 3 years.
Edit intent: fluency
Original:  On February 3 , 1928, after serving his main sentence, Ivan Zaitsev was sent into exile in Komi for 3 years.
Revised:  On February 3 , 1928, after serving his main sentence, Ivan Zaitsev was sent into exile in Komi for three years.
Edit intent: fluency
Original:  On February 26 , 1929, he crossed the Soviet–Chinese border near the Poyarkovo Railway Station and came to live in Shanghai.
Revised:  On 26 , 1929, he crossed the Soviet–Chinese border near the Poyarkovo Railway Station and came to live in Shanghai.
Edit intent: style
Original:  Chinese period of life Since 1929, Ivan Zaitsev lived in Shanghai , was actively involved in journalism and writing books.
Revised:  Chinese period of life Ivan Zaitsev lived in Shanghai , was actively involved in journalism and writing books.
Edit intent: clarity
Original:  So, in May 1931 , he wrote and published a book of memoirs "Solovki " about the time spent in the camp on Solovki.
Revised:  In May 1931 , he wrote and published a book of memoirs "Solovki " about the time spent in the camp on Solovki.
Edit intent: coherence
Original:  So, in May 1931 , he wrote and published a book of memoirs "Solovki " about the time spent in the camp on Solovki.
Revised:  So, in May 1931 he wrote and published a book of memoirs "Solovki " about the time spent in the camp on Solovki.
Edit intent: fluency
Original:  So, in May 1931 , he wrote and published a book of memoirs "Solovki " about the time spent in the camp on Solovki.
Revised:  So, in May 1931 , he wrote and published a book of memoirs entitled Solovki about the time spent in the camp on Solovki.
Edit intent: clarity