wanyu/IteraTeR_v2 huggingface dataset:
Original:  References ]  [   [   ]  ]  ]    ]    ]  [   [  [] []   []  []  []   []  []  []  []  []  [] []  []   []  []  []           [] [] [][] [][] [][][] []& 
Revised:  References ] [ [ ] ] ] ] ] [ [ [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [online] [][] [][] [][][] []& 
Edit intent: fluency
Original:  References ]  [   [   ]  ]  ]    ]    ]  [   [  [] []   []  []  []   []  []  []  []  []  [] []  []   []  []  []           [] [] [][] [][] [][][] []& 
Revised:  References ] [ [ ] ] ] ] ] [ [ [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [][online] [][] [][][] []& 
Edit intent: fluency
Original:  References ]  [   [   ]  ]  ]    ]    ]  [   [  [] []   []  []  []   []  []  []  []  []  [] []  []   []  []  []           [] [] [][] [][] [][][] []& 
Revised:  References ] [ [ ] ] ] ] ] [ [ [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [][] [][online] [][][] []& 
Edit intent: fluency
Original:  References ]  [   [   ]  ]  ]    ]    ]  [   [  [] []   []  []  []   []  []  []  []  []  [] []  []   []  []  []           [] [] [][] [][] [][][] []& 
Revised:  References ] [ [ ] ] ] ] ] [ [ [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [] [][] [][] [][][online] []& 
Edit intent: fluency
Original:  Features replacement edit Features replacement technology is any technology that changes, alters, hides, or misrepresent a person's features.
Revised:  Features replacement Features replacement technology is any technology that changes, alters, hides, or misrepresent a person's features.
Edit intent: clarity
Original:   Criminal uses edit Example of facial replacement masks that could be used to hide someone's identity 3D masks that replace body features, usually faces, can be made from materials such as plastic, cotton, leather, etc.
Revised:  Criminal uses Example of facial replacement masks that could be used to hide someone's identity 3D masks that replace body features, usually faces, can be made from materials such as plastic, cotton, leather, etc.
Edit intent: clarity
Original:   ]  ] Other reasons for features replacement edit Another use of face replacement technology is to hide one's identity from third-party trackers, monitors, and government officials.
Revised:  online] ] Other reasons for features replacement edit Another use of face replacement technology is to hide one's identity from third-party trackers, monitors, and government officials.
Edit intent: fluency
Original:   ]  ] Other reasons for features replacement edit Another use of face replacement technology is to hide one's identity from third-party trackers, monitors, and government officials.
Revised:  ] ]. Other reasons for features replacement edit Another use of face replacement technology is to hide one's identity from third-party trackers, monitors, and government officials.
Edit intent: fluency
Original:   ]  ] Other reasons for features replacement edit Another use of face replacement technology is to hide one's identity from third-party trackers, monitors, and government officials.
Revised:  ] ] Other reasons for features replacement Another use of face replacement technology is to hide one's identity from third-party trackers, monitors, and government officials.
Edit intent: coherence
Original:  Deepfakes, spoofing, and anti-spoofing edit Deepfakes and synthetic media edit Deepfake usages edit Deepfakes, a type of identity replacement technology, are pictures or video edits that replace the identity of a person in the picture or the video.
Revised:  Deepfakes, spoofing, and anti-spoofing Deepfakes and synthetic media edit Deepfake usages edit Deepfakes, a type of identity replacement technology, are pictures or video edits that replace the identity of a person in the picture or the video.
Edit intent: fluency
Original:  Deepfakes, spoofing, and anti-spoofing edit Deepfakes and synthetic media edit Deepfake usages edit Deepfakes, a type of identity replacement technology, are pictures or video edits that replace the identity of a person in the picture or the video.
Revised:  Deepfakes, spoofing, and anti-spoofing edit Deepfakes and synthetic media Deepfake usages edit Deepfakes, a type of identity replacement technology, are pictures or video edits that replace the identity of a person in the picture or the video.
Edit intent: fluency
Original:  Deepfakes, spoofing, and anti-spoofing edit Deepfakes and synthetic media edit Deepfake usages edit Deepfakes, a type of identity replacement technology, are pictures or video edits that replace the identity of a person in the picture or the video.
Revised:  Deepfakes, spoofing, and anti-spoofing edit Deepfakes and synthetic media edit Deepfake usages Deepfakes, a type of identity replacement technology, are pictures or video edits that replace the identity of a person in the picture or the video.
Edit intent: fluency
Original:  Technology used to deter deepfakes edit Some possible methods of deterring deepfakes include early detection of face mismatches, individual feature analysis of the face, identity confirmation of images or videos, and techniques that utilize multi-feature analysis that pinpoint face liveness, etc.
Revised:  Technology used to deter deepfakes Some possible methods of deterring deepfakes include early detection of face mismatches, individual feature analysis of the face, identity confirmation of images or videos, and techniques that utilize multi-feature analysis that pinpoint face liveness, etc.
Edit intent: coherence
Original:  Spoofing and anti-spoofing edit Spoofing process that shows the flow of attack by malicious user to penetrate a user's account or profile information.
Revised:  Spoofing and anti-spoofing Spoofing process that shows the flow of attack by malicious user to penetrate a user's account or profile information.
Edit intent: fluency
Original:  Spoofing edit Spoofing, a concept related to deepfake, is a method of hacking and identity manipulation by impersonating as a known source trusted by a spoof target or system of security.
Revised:  Spoofing Spoofing, a concept related to deepfake, is a method of hacking and identity manipulation by impersonating as a known source trusted by a spoof target or system of security.
Edit intent: fluency
Original:   Anti-spoofing techniques edit Payment information, personal information, and biometric information are all potential exploitation sources performed on by hackers.
Revised:  Anti-spoofing techniques Payment information, personal information, and biometric information are all potential exploitation sources performed on by hackers.
Edit intent: coherence
Original:   ]  ] By comparing across databases using replay videos of spoof attacks, many of these methods are able to detect liveness of faces and facial symmetry under a controlled environment.
Revised:  online] ] By comparing across databases using replay videos of spoof attacks, many of these methods are able to detect liveness of faces and facial symmetry under a controlled environment.
Edit intent: fluency
Original:   ]  ] By comparing across databases using replay videos of spoof attacks, many of these methods are able to detect liveness of faces and facial symmetry under a controlled environment.
Revised:  ] ]. By comparing across databases using replay videos of spoof attacks, many of these methods are able to detect liveness of faces and facial symmetry under a controlled environment.
Edit intent: fluency
Original:  Email using spoof techniques Anti-spoofing and deepfake identification are prone to errors and attacks.
Revised:  URL using spoof techniques Anti-spoofing and deepfake identification are prone to errors and attacks.
Edit intent: fluency
Original:   ]  ] One drawback of such an adversarial network model is it analyzes only one attack target;
Revised:  online] ] One drawback of such an adversarial network model is it analyzes only one attack target;
Edit intent: fluency
Original:   ]  ] One drawback of such an adversarial network model is it analyzes only one attack target;
Revised:  ] ]. One drawback of such an adversarial network model is it analyzes only one attack target;
Edit intent: fluency
Original:  Identity change and biotech enhancement edit Biotech enhancement edit Gene sequencing and gene therapy are cutting-edge technology used by biotech researchers to discover ways of altering the identities or genes of offsprings and humans.
Revised:  Identity change and biotech enhancement Biotech enhancement edit Gene sequencing and gene therapy are cutting-edge technology used by biotech researchers to discover ways of altering the identities or genes of offsprings and humans.
Edit intent: fluency
Original:  Identity change and biotech enhancement edit Biotech enhancement edit Gene sequencing and gene therapy are cutting-edge technology used by biotech researchers to discover ways of altering the identities or genes of offsprings and humans.
Revised:  Identity change and biotech enhancement edit Biotech enhancement Gene sequencing and gene therapy are cutting-edge technology used by biotech researchers to discover ways of altering the identities or genes of offsprings and humans.
Edit intent: fluency
Original:  Ethical concerns of biotech enhancement edit Fundamentally, some current objections to enhancement biotech include questions about authenticity of biotech enhancement and fundamental attributes and values of being human.
Revised:  Ethical concerns of biotech enhancement Fundamentally, some current objections to enhancement biotech include questions about authenticity of biotech enhancement and fundamental attributes and values of being human.
Edit intent: fluency
Original:  Face authentication and biometric identification edit Biometric identifications, including face authentication technology, is used by firms, governments, and various other organizations for security checks and personal identification.
Revised:  Face authentication and biometric identification Biometric identifications, including face authentication technology, is used by firms, governments, and various other organizations for security checks and personal identification.
Edit intent: fluency
Original:  3D sensor analysis to test face authenticity edit 3D cameras and depth analysis can be used to detect spoofing and fraudulent datas.
Revised:  3D sensor analysis to test face authenticity 3D cameras and depth analysis can be used to detect spoofing and fraudulent datas.
Edit intent: fluency
Original:   ] Through restructuring 3D facial structures using density to align faces, position maps can convert a 3D face into a 2D image based on a UV plain analysis.
Revised:  ]. Through restructuring 3D facial structures using density to align faces, position maps can convert a 3D face into a 2D image based on a UV plain analysis.
Edit intent: fluency
Original:  Fingerprint biometric identification %DIFDELCMD < [%%% edit Fingerprint patterns in identification and matching Fingerprinting is also a biometric identification method researched on by cybersecurity firms and governments.
Revised:  Fingerprint biometric identification %DIFDELCMD < [%%% Fingerprint patterns in identification and matching Fingerprinting is also a biometric identification method researched on by cybersecurity firms and governments.
Edit intent: fluency
Original:   ]  ] This model is based on alignment, where it matches inputs to stored template to verify the identity of someone faster and more accurately.
Revised:  online] ] This model is based on alignment, where it matches inputs to stored template to verify the identity of someone faster and more accurately.
Edit intent: fluency
Original:   ]  ] This model is based on alignment, where it matches inputs to stored template to verify the identity of someone faster and more accurately.
Revised:  ] ]. This model is based on alignment, where it matches inputs to stored template to verify the identity of someone faster and more accurately.
Edit intent: fluency
Original:  Fingerprint sensing identification system Applications of 3D sensors and biometrics %DIFDELCMD < [%%% edit The components of 3d sensors such as key electronic parts and sensor systems are increasingly made smaller and better by emphasizing compactness of sensors,
Revised:  URL sensing identification system Applications of 3D sensors and biometrics %DIFDELCMD < [%%% edit The components of 3d sensors such as key electronic parts and sensor systems are increasingly made smaller and better by emphasizing compactness of sensors,
Edit intent: fluency
Original:  Fingerprint sensing identification system Applications of 3D sensors and biometrics %DIFDELCMD < [%%% edit The components of 3d sensors such as key electronic parts and sensor systems are increasingly made smaller and better by emphasizing compactness of sensors,
Revised:  Fingerprint sensing identification system Applications of 3D sensors and biometrics %DIFDELCMD < [%%% The components of 3d sensors such as key electronic parts and sensor systems are increasingly made smaller and better by emphasizing compactness of sensors,
Edit intent: fluency
Original:  Identity theft %DIFDELCMD < [%%% edit Identity theft is the concept when a thief steals the identity of a victim and portrays oneself as the victim's identity.
Revised:  Identity theft %DIFDELCMD < [%%% Identity theft is the concept when a thief steals the identity of a victim and portrays oneself as the victim's identity.
Edit intent: fluency
Original:  Identity theft and consumer payment %DIFDELCMD < [%%% edit Identity theft and identity replacement has shaped and affected consumer spending over the past years in the financial world.
Revised:  Identity theft and consumer payment %DIFDELCMD < [%%% Identity theft and identity replacement has shaped and affected consumer spending over the past years in the financial world.
Edit intent: fluency
Original:  Identity theft in politics %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Identity theft can also involve political manipulations and hacking on a large scale that is detrimental to the political wellbeing of international politics.
Revised:  Identity theft in politics %DIFDELCMD < [%%% %DIFDELCMD < ] %DIFDELCMD < %%% Identity theft can also involve political manipulations and hacking on a large scale that is detrimental to the political wellbeing of international politics.
Edit intent: coherence
Original:  Obfuscation and identity privacy protection %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Definition of obfuscation %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Obfuscation has a technical meaning of code protection and making coding patterns, structures, and lines anonymous to everyone but the code programmer.
Revised:  Obfuscation and identity privacy protection %DIFDELCMD < [%%% %DIFDELCMD < ] %DIFDELCMD < %%% Definition of obfuscation %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Obfuscation has a technical meaning of code protection and making coding patterns, structures, and lines anonymous to everyone but the code programmer.
Edit intent: fluency
Original:  Obfuscation and identity privacy protection %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Definition of obfuscation %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Obfuscation has a technical meaning of code protection and making coding patterns, structures, and lines anonymous to everyone but the code programmer.
Revised:  Obfuscation and identity privacy protection %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Definition of obfuscation %DIFDELCMD < [%%% %DIFDELCMD < ] %DIFDELCMD < %%% Obfuscation has a technical meaning of code protection and making coding patterns, structures, and lines anonymous to everyone but the code programmer.
Edit intent: fluency
Original:  Morse code using obfuscation techniques Methods of obfuscation %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Obfuscation operators can be used to determine distribution areas, privacy protections, and location preferences.
Revised:  URL code using obfuscation techniques Methods of obfuscation %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Obfuscation operators can be used to determine distribution areas, privacy protections, and location preferences.
Edit intent: fluency
Original:  Morse code using obfuscation techniques Methods of obfuscation %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Obfuscation operators can be used to determine distribution areas, privacy protections, and location preferences.
Revised:  Morse code using obfuscation techniques Methods of obfuscation %DIFDELCMD < [%%% %DIFDELCMD < ] %DIFDELCMD < %%% Obfuscation operators can be used to determine distribution areas, privacy protections, and location preferences.
Edit intent: fluency
Original:  Obfuscation Categories %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Obfuscation can be divided into three categories: construction, empirical, and construction and empirical combination.
Revised:  Obfuscation Categories %DIFDELCMD < [%%% %DIFDELCMD < ] %DIFDELCMD < %%% Obfuscation can be divided into three categories: construction, empirical, and construction and empirical combination.
Edit intent: fluency
Original:  Olympus: an example of obfuscation technology %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% One study formed a system of obfuscation operators called Olympus, a system of managing data and protecting privacy of individuals on applications.
Revised:  Olympus: an example of obfuscation technology %DIFDELCMD < [%%% %DIFDELCMD < ] %DIFDELCMD < %%% One study formed a system of obfuscation operators called Olympus, a system of managing data and protecting privacy of individuals on applications.
Edit intent: fluency
Original:  See Also: %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Privacy protection References %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %DIFDELCMD < %%% ^ Jump up to: a b c d Bateman, J. (2020).
Revised:  See Also: %DIFDELCMD < [%%% %DIFDELCMD < ] %DIFDELCMD < %%% Privacy protection References %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %DIFDELCMD < %%% ^ Jump up to: a b c d Bateman, J. (2020).
Edit intent: fluency
Original:  See Also: %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Privacy protection References %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %DIFDELCMD < %%% ^ Jump up to: a b c d Bateman, J. (2020).
Revised:  See Also: %DIFDELCMD < [%%% edit%DIFDELCMD < ] %DIFDELCMD < %%% Privacy protection References %DIFDELCMD < [%%% %DIFDELCMD < ] %DIFDELCMD < %DIFDELCMD < %%% ^ Jump up to: a b c d Bateman, J. (2020).
Edit intent: fluency
Original: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% Heinonline.org.
Revised: %DIFDELCMD < [%%% %DIFDELCMD < ] %%% Heinonline.org.
Edit intent: fluency
Original:  Available at: URL%DIFDELCMD < [%%% Accessed 11 November 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b c d e Grünenberg, K., 2020.
Revised:  Available at: URL%DIFDELCMD < [%%% %DIFDELCMD < ]%%% . ^ Jump up to: a b c d e Grünenberg, K., 2020.
Edit intent: coherence
Original: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% URL Available at: URL%DIFDELCMD < [%%% Accessed 21 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b c d Yang, X., Dong, Y., Pang, T., Zhu, J. and Su, H., 2020.
Revised: %DIFDELCMD < [%%% %DIFDELCMD < ] %%% URL Available at: URL%DIFDELCMD < [%%% Accessed 21 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b c d Yang, X., Dong, Y., Pang, T., Zhu, J. and Su, H., 2020.
Edit intent: fluency
Original: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% URL Available at: URL%DIFDELCMD < [%%% Accessed 21 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b c d Yang, X., Dong, Y., Pang, T., Zhu, J. and Su, H., 2020.
Revised: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% %DIFDELCMD < [%%% Accessed 21 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b c d Yang, X., Dong, Y., Pang, T., Zhu, J. and Su, H., 2020.
Edit intent: coherence
Original: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% URL Available at: URL%DIFDELCMD < [%%% Accessed 21 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b c d Yang, X., Dong, Y., Pang, T., Zhu, J. and Su, H., 2020.
Revised: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% URL Available at: URL%DIFDELCMD < [%%% %DIFDELCMD < ]%%% . ^ Jump up to: a b c d Yang, X., Dong, Y., Pang, T., Zhu, J. and Su, H., 2020.
Edit intent: coherence
Original: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% arXiv.org.
Revised: %DIFDELCMD < [%%% %DIFDELCMD < ] %%% arXiv.org.
Edit intent: fluency
Original:  Available at: URL%DIFDELCMD < [%%% Accessed 7 November 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b Todd, J., 2005.
Revised:  Available at: URL%DIFDELCMD < [%%% %DIFDELCMD < ]%%% . ^ Jump up to: a b Todd, J., 2005.
Edit intent: coherence
Original:  “Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network” Available URL%DIFDELCMD < [%%% Accessed 21 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b c Sansoni, G., Trebeschi, M. and Docchio, F., 2009.
Revised:  “Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network” Available URL%DIFDELCMD < [%%% %DIFDELCMD < ]%%% . ^ Jump up to: a b c Sansoni, G., Trebeschi, M. and Docchio, F., 2009.
Edit intent: coherence
Original: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% Available at: URL%DIFDELCMD < [%%% Accessed 19 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b Kahn, C. and Liñares-Zegarra, J., 2012.
Revised: %DIFDELCMD < [%%% %DIFDELCMD < ] %%% Available at: URL%DIFDELCMD < [%%% Accessed 19 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b Kahn, C. and Liñares-Zegarra, J., 2012.
Edit intent: fluency
Original: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% Available at: URL%DIFDELCMD < [%%% Accessed 19 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b Kahn, C. and Liñares-Zegarra, J., 2012.
Revised: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% %DIFDELCMD < [%%% Accessed 19 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b Kahn, C. and Liñares-Zegarra, J., 2012.
Edit intent: coherence
Original: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% Available at: URL%DIFDELCMD < [%%% Accessed 19 October 2020%DIFDELCMD < ]%%% . ^ Jump up to: a b Kahn, C. and Liñares-Zegarra, J., 2012.
Revised: %DIFDELCMD < [%%% online%DIFDELCMD < ] %%% Available at: URL%DIFDELCMD < [%%% %DIFDELCMD < ]%%% . ^ Jump up to: a b Kahn, C. and Liñares-Zegarra, J., 2012.
Edit intent: coherence
Original:  Face-Veil Bans And Anti-Mask Laws: State Interests And The Right To Cover The Face Note 35 Hastings International And Comparative Law Review 2012. online%DIFDELCMD < ] %%% Heinonline.org.
Revised:  Face-Veil Bans and Anti-Mask Laws: State Interests And The Right To Cover The Face Note 35 Hastings International And Comparative Law Review 2012. online%DIFDELCMD < ] %%% Heinonline.org.
Edit intent: fluency
Original:  Face-Veil Bans And Anti-Mask Laws: State Interests And The Right To Cover The Face Note 35 Hastings International And Comparative Law Review 2012. online%DIFDELCMD < ] %%% Heinonline.org.
Revised:  Face-Veil Bans And Anti-Mask Laws: State Interests And The Right To Cover The Face Note 35 Hastings International And Comparative Law Review online%DIFDELCMD < ] %%% Heinonline.org.
Edit intent: coherence
Original:  Face-Veil Bans And Anti-Mask Laws: State Interests And The Right To Cover The Face Note 35 Hastings International And Comparative Law Review 2012. online%DIFDELCMD < ] %%% Heinonline.org.
Revised:  Face-Veil Bans And Anti-Mask Laws: State Interests And The Right To Cover The Face Note 35 Hastings International And Comparative Law Review 2012. %DIFDELCMD < ] %%% Heinonline.org.
Edit intent: fluency
Original:  Available at: URL Accessed 11 November 2020%DIFDELCMD < ]%%% . Other reasons for features replacement Another use of face replacement technology is to hide one's identity from third-party trackers, monitors, and government officials.
Revised:  Available at: URL %DIFDELCMD < ]%%% . Other reasons for features replacement Another use of face replacement technology is to hide one's identity from third-party trackers, monitors, and government officials.
Edit intent: clarity