wanyu/IteraTeR_v2 huggingface dataset:
Original:  Susanne Schödel is German Women's Champion in 2010,  Women's World Champion in 2009 and 2011, flying Schempp-Hirth Ventus-2.
Revised:  Susanne Schödel was German Women's Champion in 2010, Women's World Champion in 2009 and 2011, flying Schempp-Hirth Ventus-2.
Edit intent: fluency
Original:  Susanne Schödel is German Women's Champion in 2010,  Women's World Champion in 2009 and 2011, flying Schempp-Hirth Ventus-2.
Revised:  Susanne Schödel is German Women's Champion in 2010, and Women's World Champion in 2009 and 2011, flying Schempp-Hirth Ventus-2.
Edit intent: coherence
Original:  Category:Living people Category:German aviation record holders Category:German female aviators Category:Air sports Category:Aviation record holders wind Category:1973 birt
Revised:  Category:Living people Category:German aviation record holders Category:German female aviators Category:Air sports wind Category:1973 birt
Edit intent: fluency
Original: Biography Waheenee was born be the smmall the vwery smallto Small Ankle and Want-to-be-a-woman, both of the Native American Hidatsa tribe.
Revised: Biography Waheenee was born to Small Ankle and Want-to-be-a-woman, both of the Native American Hidatsa tribe.
Edit intent: fluency
Original:  Waheenee: An Indian Girl's Story, Told by Herself, published in 1921, is an autobiography of Buffalo Bird Woman and Goodbird.
Revised:  Waheenee: An Indian Girl's Story, Told by Herself, published in 1921, is an autobiography of Waheenee and Goodbird.
Edit intent: clarity
Original:  Written by S.D. Nelson, the book uses Wilson's dissertation to construct a fictionalized account of Buffalo Bird Woman 's childhood.
Revised:  Written by S.D. Nelson, the book uses Wilson's dissertation to construct a fictionalized account of Waheenee 's childhood.
Edit intent: clarity
Original:  Sonic booms were a problem with supersonic aircraft such as the concorde 
Revised:  Sonic booms were a problem with supersonic aircraft such as the concorde .
Edit intent: fluency
Original: Hans Karl Wilhelm Max Heinrich Sellschopp (16 April 1891, in Schwerin - 5 August , 1978 in Bottighofen) was a German businessman and Nazi cultural officer at the Reichsmusikkammer, who worked as a concert promoter at Coventry Cathedral after World War II.
Revised: Hans Karl Wilhelm Max Heinrich Sellschopp (16 April 1891, in Schwerin - 5 August 1978 in Bottighofen) was a German businessman and Nazi cultural officer at the Reichsmusikkammer, who worked as a concert promoter at Coventry Cathedral after World War II.
Edit intent: fluency
Original: Muhammad Mohsin Siddiqui was a Pakistani politician and businessman who was the founder of Pakland URL He was the member of the Senate of Pakistan from 1985 to URL He was murdered in 1990 following ethnic URL Category:
Revised: Muhammad Mohsin Siddiqui was a Pakistani politician and businessman who was the founder of Pakland URL He was the member of the Senate of Pakistan from 1985 to URL He was murdered in 1990 following ethnic clash. Category:
Edit intent: clarity
Original:  Living people Category:Members of the Senate of Pakistan Category:Pakistani company founders Category:Pakistani businesspeople Category:Pakistani industrialists Category:Muhajir people Category:People from Karachi Category:Assassinated Pakistani people Category:Muttahida Qaumi Movement politicia
Revised:  1990 deaths Category:Members of the Senate of Pakistan Category:Pakistani company founders Category:Pakistani businesspeople Category:Pakistani industrialists Category:Muhajir people Category:People from Karachi Category:Assassinated Pakistani people Category:Muttahida Qaumi Movement politicia
Edit intent: clarity
Original: Zero-knowledge proofs A Zero-knowledge proof is a Consensus decision-making protocol that one party proves to another party that information is true.
Revised: Zero-knowledge proofs A Zero-knowledge proof is a cryptographic method by which one party (the prover) can prove to another party that information is true.
Edit intent: clarity
Original:  A prominent example of a cryptocurrency using ZK proofs is Zcash   .
Revised:  A prominent example of a cryptocurrency using ZK proofs is Zcash . .
Edit intent: fluency
Original:  In contrast, ambient awareness is associated with cell phones since they are almost always never turned off, through even the most menial of everyday tasks .
Revised:  In contrast, ambient awareness is associated with cell phones since they are rarely turned off .
Edit intent: clarity
Original: Ecological Field Work Cholera Outbreak In hard to access regions such as the Arctic and rural regions in Canada, researching ecological processes and disease spread can be hard to access without constant monitoring.
Revised: Ecological field work Cholera outbreak In hard to access regions such as the Arctic and rural regions in Canada, researching ecological processes and disease spread can be hard to access without constant monitoring.
Edit intent: fluency
Original:  Privacy Concerns As digital technology advances with many dangers associated to privacy, individuals are attempting to be more accountable when meeting others.
Revised:  Privacy concerns As digital technology advances with many dangers associated to privacy, individuals are attempting to be more accountable when meeting others.
Edit intent: fluency
Original:  By using these communities, disease outbreak can be spotted earlier then through traditional means or healthcare institutions.
Revised:  By using these communities, disease outbreak can be spotted earlier than through traditional means or healthcare institutions.
Edit intent: fluency
Original:  This information could be freely available on the Internet for the attacker to gain access to and make public .
Revised:  This information could be freely available on the internet for the attacker to gain access to and make public .
Edit intent: fluency
Original:  This information could be freely available on the Internet for the attacker to gain access to and make public .
Revised:  This information could be freely available on the Internet for the attacker to access and publicize .
Edit intent: clarity
Original:  The project was featured as her "Beauty with a Purpose" for Miss World 2018.
Edit intent: coherence
Original:  Beauty pageants Miri Division Keligit Orang Ulu  2018 Larissa was crowned the winner of Miri Division Keligit Orang Ulu 2018 in May 2018.
Revised:  Pageantry Keligit Orang Ulu 2018 Larissa was crowned the winner of Miri Division Keligit Orang Ulu 2018 in May 2018.
Edit intent: clarity
Original:  Beauty pageants Miri Division Keligit Orang Ulu  2018 Larissa was crowned the winner of Miri Division Keligit Orang Ulu 2018 in May 2018.
Revised:  Beauty pageants Miri Division Keligit Orang Ulu 2018 Larissa was crowned the winner of Keligit Orang Ulu 2018 in May 2018.
Edit intent: fluency
Original:  Beauty pageants Miri Division Keligit Orang Ulu  2018 Larissa was crowned the winner of Miri Division Keligit Orang Ulu 2018 in May 2018.
Revised:  Beauty pageants Miri Division Keligit Orang Ulu 2018 Larissa was crowned the winner of Miri Division Keligit Orang Ulu for Miri Division in May 2018.
Edit intent: clarity
Original:  A focus on Finnish media art at the 16th Seoul International New Media Festival (NEMAF).
Revised:  Focus on Finnish Media Art @ NEMAF, Seoul, Aug 4–12.
Edit intent: clarity
Original:  Works in collections Experimental films by Pekka Sassiare included in the Art Collection of the Finnish State ( “Pass” , 2014 ;
Revised:  Works in collections Pekka Sassi's experimental films “Pass” , 2014 ;
Edit intent: clarity
Original:  Works in collections Experimental films by Pekka Sassiare included in the Art Collection of the Finnish State ( “Pass” , 2014 ;
Revised:  Works in collections Experimental films by Pekka Sassiare included in the Art Collection of the Finnish State ( “Pass” ( 2014 ;
Edit intent: fluency
Original:  “The Duplicate” , 2001) .
Revised:  “The Duplicate” ( 2001) .
Edit intent: fluency
Original: Pekka Sassiin the Art Collection of the Finnish State Art Commission.
Revised: Pekka Sassiin the Art Collection of the State Art Commission.
Edit intent: clarity
Original:  Pekka Sassi in the Elonet database of the National Audiovisual Institute (KAVI) . View 07. AV-arkki 2007, p. 12 and 43-44 .
Revised:  Pekka Sassi in the Elonet database of the National Audiovisual Institute (KAVI) .
Edit intent: coherence
Original:  This can involve improving the position, hydration, and oxygenation of the other , as well as amnioinfusion to restore sufficient amniotic fluid, delaying preterm labor contractions with tocolysis, and correction of fetal acid-base balance.
Revised:  This can involve improving the position, hydration, and oxygenation of the mother , as well as amnioinfusion to restore sufficient amniotic fluid, delaying preterm labor contractions with tocolysis, and correction of fetal acid-base balance.
Edit intent: clarity
Original:  Gestational Hypertension If gestational parent hypertension occurs after the 20th week and meets certain criteria, this is considered preeclampsia/eclampsia.
Revised:  Gestational Hypertension If hypertension in the mother occurs after the 20th week and meets certain criteria, this is considered preeclampsia/eclampsia.
Edit intent: clarity
Original:  The mechanism of preeclampsia/eclampsia is unknown, but consequences if left untreated can include fetal growth restriction or death, as well as pose medical risks to the gestational parent . Signs and symptoms of preeclampsia can include swelling, protein in the urine, headaches, vomiting, and abnormal labs that assess kidney and liver function, some of which may be considered severe preeclampsia or eclampsia.
Revised:  The mechanism of preeclampsia/eclampsia is unknown, but consequences if left untreated can include fetal growth restriction or death, as well as pose medical risks to the mother . Signs and symptoms of preeclampsia can include swelling, protein in the urine, headaches, vomiting, and abnormal labs that assess kidney and liver function, some of which may be considered severe preeclampsia or eclampsia.
Edit intent: clarity
Original:  Post-term pregnancy Breathing problems Anemia Abnormal position and presentation of the fetus Multiple births Shoulder dystocia Umbilical cord prolapse Nuchal cord Placental abruption Premature closure of the fetal ductus arteriosus Uterine rupture Intrahepatic cholestasis of pregnancy, a liver disorder during pregnancy Gestational carrier diabetes (Type 1 or 2)
Revised:  Post-term pregnancy Breathing problems Anemia Abnormal position and presentation of the fetus Multiple births Shoulder dystocia Umbilical cord prolapse Nuchal cord Placental abruption Premature closure of the fetal ductus arteriosus Uterine rupture Intrahepatic cholestasis of pregnancy, a liver disorder during pregnancy Maternal diabetes (Type 1 or 2)
Edit intent: clarity
Original:  or gestational diabetes (GDM) Prevention Monitoring of the gestational parent and fetus prior to birth is critical to avoid complications after birth.
Revised:  or gestational diabetes (GDM) Prevention Monitoring of the mother and fetus prior to birth is critical to avoid complications after birth.
Edit intent: clarity
Original:  This is often done via electronic fetal heart rate (FHR) monitoring, which helps providers monitor the fetus' heart rate to ensure it is receiving enough oxygen, monitor the parent 's contractions, and monitor the gestational parent 's blood pressure and systemic symptoms for gestational hypertension, preeclampsia, or eclampsia.
Revised:  This is often done via electronic fetal heart rate (FHR) monitoring, which helps providers monitor the fetus' heart rate to ensure it is receiving enough oxygen, monitor the mother 's contractions, and monitor the gestational parent 's blood pressure and systemic symptoms for gestational hypertension, preeclampsia, or eclampsia.
Edit intent: clarity
Original:  This is often done via electronic fetal heart rate (FHR) monitoring, which helps providers monitor the fetus' heart rate to ensure it is receiving enough oxygen, monitor the parent 's contractions, and monitor the gestational parent 's blood pressure and systemic symptoms for gestational hypertension, preeclampsia, or eclampsia.
Revised:  This is often done via electronic fetal heart rate (FHR) monitoring, which helps providers monitor the fetus' heart rate to ensure it is receiving enough oxygen, monitor the parent 's contractions, and monitor the mother 's blood pressure and systemic symptoms for gestational hypertension, preeclampsia, or eclampsia.
Edit intent: clarity
Original: Motazz Moussa is a Sudanese politician currently serving as Prime Minister of Sudan since September 10, 2018.
Revised: Motazz Moussa is a Sudanese politician who served as Prime Minister of Sudan since September 10, 2018.
Edit intent: clarity
Original: Motazz Moussa (  born 1967) is a Sudanese politician who served as Prime Minister of Sudan from September 2018 until his dismissal in February 2019.
Revised: Motazz Moussa ( ; born 1967) is a Sudanese politician who served as Prime Minister of Sudan from September 2018 until his dismissal in February 2019.
Edit intent: fluency
Original:  In February 2019, President Bashir dismissed Moussa's government, in the wake of protests against his URL
Revised:  In February 2019, President Bashir dismissed Moussa's government, in the wake of protests against his rule.
Edit intent: clarity
Original: Abya Yala, which in the Kuna language means "land in its full maturity" or "land of vital blood", is the name used by the indigenous Native American nation Kuna people, that used to inhabit near the Darien Gap (today North West Colombia and South East Panama) to refer to the American continent since before the Columbus arrival.
Revised: Abya Yala, which in the Kuna language means "land in its full maturity" or "land of vital blood", is the name used by the Native American nation Kuna people, that used to inhabit near the Darien Gap (today North West Colombia and South East Panama) to refer to the American continent since before the Columbus arrival.
Edit intent: fluency
Original: Abya Yala, which in the Kuna language means "land in its full maturity" or "land of vital blood", is the name used by the indigenous Native American nation Kuna people, that used to inhabit near the Darien Gap (today North West Colombia and South East Panama) to refer to the American continent since before the Columbus arrival.
Revised: Abya Yala, which in the Kuna language means "land in its full maturity" or "land of vital blood", is the name used by the indigenous Native American nation Kuna people, that used to inhabit near the Darién Gap (today North West Colombia and South East Panama) to refer to the American continent since before the Columbus arrival.
Edit intent: fluency
Original:  Turtle Island (North America) , a similar term referring to the continent of North America.
Revised:  Turtle Island , a similar term referring to the continent of North America.
Edit intent: coherence
Original:  The term is used by some indigenous peoples of North and South America to describe the two continents .
Revised:  The term is used by millions of Indigenous peoples of the American continent .
Edit intent: clarity
Original:  Similar to its counterparts visual spatial attention, these attention modules have been widely implemented in video analytics in computer vision to provide enhanced performance and human interpretable explanation of deep learning models . References%DIFDELCMD < %DIFDELCMD < %%% Category:Computer vision Category:Machine vision Category:Applications of computer vision Category:Applied machine learning Category:Film and video technology Category:Cogniti
Revised:  Similar to its counterparts visual spatial attention, these attention modules have been widely implemented in video analytics in computer vision to provide enhanced performance and human interpretable explanation of deep learning models References%DIFDELCMD < %DIFDELCMD < %%% Category:Computer vision Category:Machine vision Category:Applications of computer vision Category:Applied machine learning Category:Film and video technology Category:Cogniti
Edit intent: fluency
Original:  Similar to its counterparts visual spatial attention, these attention modules have been widely implemented in video analytics in computer vision to provide enhanced performance and human interpretable explanation of deep learning models . References%DIFDELCMD < %DIFDELCMD < %%% Category:Computer vision Category:Machine vision Category:Applications of computer vision Category:Applied machine learning Category:Film and video technology Category:Cogniti
Revised:  Similar to its counterparts visual spatial attention, these attention modules have been widely implemented in video analytics in computer vision to provide enhanced performance and human interpretable explanation of deep learning models . %DIFDELCMD < %DIFDELCMD < %%% Category:Computer vision Category:Machine vision Category:Applications of computer vision Category:Applied machine learning Category:Film and video technology Category:Cogniti
Edit intent: fluency
Original:  Similar to its counterparts visual spatial attention, these attention modules have been widely implemented in video analytics in computer vision to provide enhanced performance and human interpretable explanation of deep learning models . References%DIFDELCMD < %DIFDELCMD < %%% Category:Computer vision Category:Machine vision Category:Applications of computer vision Category:Applied machine learning Category:Film and video technology Category:Cogniti
Revised:  Similar to its counterparts visual spatial attention, these attention modules have been widely implemented in video analytics in computer vision to provide enhanced performance and human interpretable explanation of deep learning models . References%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: clarity
Original:  Similar to its counterparts visual spatial attention, these attention modules have been widely implemented in video analytics in computer vision to provide enhanced performance and human interpretable explanation of deep learning models   
Revised:  Similar to its counterparts visual spatial attention, these attention modules have been widely implemented in video analytics in computer vision to provide enhanced performance and human interpretable explanation of deep learning models . 
Edit intent: fluency
Original:  Research in human action recognition has accelerated significantly since the introduction of powerful machine learning tools such as Convolutional Neural Networks (CNNs).
Revised:  Research in human action recognition has accelerated significantly since the introduction of powerful tools such as Convolutional Neural Networks (CNNs).
Edit intent: clarity
Original:  However, effective and efficient methods for incorporation of temporal information into CNNs are still being actively explored in the recent literature .
Revised:  However, effective methods for incorporation of temporal information into CNNs are still being actively explored in the recent literature .
Edit intent: clarity
Original:  However, effective and efficient methods for incorporation of temporal information into CNNs are still being actively explored in the recent literature .
Revised:  However, effective and efficient methods for incorporation of temporal information into CNNs are still being actively explored .
Edit intent: clarity
Original:  Motivated by the popular recurrent attention models in the research area of natural language processing, we propose the Attention-aware Temporal Weighted CNN (ATW CNN) for action recognition in videos, which embeds a visual attention model into a temporal weighted multi-stream CNN.
Revised:  Motivated by the popular recurrent attention models in natural language processing, we propose the Attention-aware Temporal Weighted CNN (ATW CNN) for action recognition in videos, which embeds a visual attention model into a temporal weighted multi-stream CNN.
Edit intent: clarity
Original:  Motivated by the popular recurrent attention models in the research area of natural language processing, we propose the Attention-aware Temporal Weighted CNN (ATW CNN) for action recognition in videos, which embeds a visual attention model into a temporal weighted multi-stream CNN.
Revised:  Motivated by the popular recurrent attention models in the research area of natural language processing, the Attention-aware Temporal Weighted CNN (ATW CNN) for action recognition in videos, which embeds a visual attention model into a temporal weighted multi-stream CNN.
Edit intent: coherence
Original:  Motivated by the popular recurrent attention models in the research area of natural language processing, we propose the Attention-aware Temporal Weighted CNN (ATW CNN) for action recognition in videos, which embeds a visual attention model into a temporal weighted multi-stream CNN.
Revised:  Motivated by the popular recurrent attention models in the research area of natural language processing, we propose the Attention-aware Temporal Weighted CNN (ATW CNN) is proposed in videos, which embeds a visual attention model into a temporal weighted multi-stream CNN.
Edit intent: clarity
Original:  This attention model is simply implemented as temporal weighting yet it effectively boosts the recognition performance of video representations.
Revised:  This attention model is implemented as temporal weighting yet it effectively boosts the recognition performance of video representations.
Edit intent: clarity
Original:  This attention model is simply implemented as temporal weighting yet it effectively boosts the recognition performance of video representations.
Revised:  This attention model is simply implemented as temporal weighting and it effectively boosts the recognition performance of video representations.
Edit intent: coherence
Original:  The software is updated weekly and includes functionality suggested and voted on by its users.
Revised:  The software is updated with new, innovative features every week and some of these additions even come from suggestions that are voted on by its users.
Edit intent: clarity
Original:   PioneerRx also offers mobile applications for   inventory management, delivery, and patient counseling.
Revised:  PioneerRx also offers mobile applications for reminders, inventory management, delivery, and patient counseling.
Edit intent: clarity
Original:  The software is updated with new, innovative features every week and some of these additions even come from suggestions that are voted on by its users.
Revised:  The software is updated weekly and includes functionality suggested and voted on by its users.
Edit intent: clarity
Original:  It is also the only software that currently has adapted e-Care plans into the workflow, allowing pharmacists to start logging their full scope of patient services.
Edit intent: coherence
Original:  PioneerRx also offers mobile applications for HIPAA-secure messaging, refill requests reminders, inventory management, delivery, and patient counseling.
Revised:  PioneerRx also offers mobile applications for reminders, inventory management, delivery, and patient counseling.
Edit intent: clarity
Original:  PioneerRx also offers mobile applications for HIPAA-secure messaging, refill requests reminders, inventory management, delivery, and patient counseling.
Revised:  PioneerRx also offers mobile applications for HIPAA-secure messaging, refill requests inventory management, delivery, and patient counseling.
Edit intent: clarity
Original:  Advanced pharmacy management systems offer clinical decision support and may be configured to alert the pharmacist to perform clinical interventions, such as an opportunity to offer verbal counseling if the patient's prescription requires additional education  .
Revised:  Advanced pharmacy management systems offer clinical decision support and may be configured to alert the pharmacist to perform clinical interventions, such as an opportunity to offer verbal counseling if the patient's prescription requires additional education in the pharmacy .
Edit intent: clarity