wanyu/IteraTeR_v2 huggingface dataset:
Original:  The effectiveness and benefit of the proposed method can be validated by both the simulation studies and the experiment of recovering natural image .
Revised:  The effectiveness and benefit of the proposed method can be validated by both the simulation studies and the experiment of recovering natural images .
Edit intent: fluency
Original:  Keywords:  News Recommender Systems, Session-based Recommendation , Artificial Neural Networks, Context-awareness, Hybridization
Revised:  Keywords: News Recommender Systems, Session-based Recommendation 
Edit intent: coherence
Original: The process of morphogenesis is an evolution of  shape of an organism together with the differentiation of its parts.
Revised: The process of morphogenesis is an evolution of the shape of an organism together with the differentiation of its parts.
Edit intent: fluency
Original:  First, we consider a possibility that the evolution of shape is determined by epigenetic information, responsible for realization of different types of cell events.
Revised:  First, we consider the possibility that evolution of shape is determined by epigenetic information, responsible for realization of different types of cell events.
Edit intent: fluency
Original:  Second, we suggest a set of rules for converting this epigenetic information into instructive signals for cell event for each cell, as well as for transforming it after each cell event.
Revised:  Second, we suggest a set of rules for converting this epigenetic information into instructive signals for cell events for each cell, as well as for transforming it after each cell event.
Edit intent: fluency
Original:  Here we present a Morphogenesis software capable to simulate an evolution of a 3D embryo starting from zygote, following a set of rules , based on our theoretical assumptions, and thus to provide a proof-of-concept of the hypothesis of epigenetic code regulation.
Revised:  Here we present a Morphogenesis Software capable of simulating the evolution of a 3D embryo starting from zygote, following a set of rules , based on our theoretical assumptions, and thus to provide a proof-of-concept of the hypothesis of epigenetic code regulation.
Edit intent: fluency
Original:  Here we present a Morphogenesis software capable to simulate an evolution of a 3D embryo starting from zygote, following a set of rules , based on our theoretical assumptions, and thus to provide a proof-of-concept of the hypothesis of epigenetic code regulation.
Revised:  Here we present a Morphogenesis software capable to simulate an evolution of a 3D embryo starting from zygote, following a set of rules based on our theoretical assumptions, and thus to provide a proof-of-concept of the hypothesis of epigenetic code regulation.
Edit intent: fluency
Original:  Here we present a Morphogenesis software capable to simulate an evolution of a 3D embryo starting from zygote, following a set of rules , based on our theoretical assumptions, and thus to provide a proof-of-concept of the hypothesis of epigenetic code regulation.
Revised:  Here we present a Morphogenesis software capable to simulate an evolution of a 3D embryo starting from zygote, following a set of rules , based on our theoretical assumptions, and thus to provide a proof-of-concept for the hypothesis of epigenetic code regulation.
Edit intent: fluency
Original:  We introduce a method for estimating integrated information performing a programmability test rooted in algorithmic information dynamics quantifying the change in program size of a system subject to perturbations.
Revised:  We introduce a method for estimating integrated information using a perturbation test rooted in algorithmic information dynamics quantifying the change in program size of a system subject to perturbations.
Edit intent: clarity
Original:  We introduce a method for estimating integrated information performing a programmability test rooted in algorithmic information dynamics quantifying the change in program size of a system subject to perturbations.
Revised:  We introduce a method for estimating integrated information performing a programmability test rooted in algorithmic information dynamics . This method quantifies the change in program size of a system subject to perturbations.
Edit intent: coherence
Original: We conducted this study to determine if postoperative fallopian tube anatomy can predict the likelihood of pregnancy and pregnancy outcomes after tubal sterilisation reversal.
Revised: We conducted this study to determine whether fallopian tube anatomy can predict the likelihood of pregnancy and pregnancy outcomes after tubal sterilisation reversal.
Edit intent: clarity
Original: We conducted this study to determine if postoperative fallopian tube anatomy can predict the likelihood of pregnancy and pregnancy outcomes after tubal sterilisation reversal.
Revised: We conducted this study to determine if postoperative fallopian tube anatomy can predict the likelihood of pregnancy and pregnancy outcomes after tubal sterilization reversal.
Edit intent: fluency
Original:  We built a flexible, non-parametric, multivariate model via generalised additive models to assess the effects of these tubal parameters observed during tubal reparative surgery: tubal lengths;
Revised:  We built a flexible, non-parametric, multivariate model via generalized additive models to assess the effects of these tubal parameters observed during tubal reparative surgery: tubal lengths;
Edit intent: fluency
Original:  We built a flexible, non-parametric, multivariate model via generalised additive models to assess the effects of these tubal parameters observed during tubal reparative surgery: tubal lengths;
Revised:  We built a flexible, non-parametric, multivariate model via generalised additive models to assess the effects of the following tubal parameters observed during tubal reparative surgery: tubal lengths;
Edit intent: clarity
Original:  differences in tubal segment location  and diameters at the anastomosis sites;
Revised:  differences in tubal segment location , and diameters at the anastomosis sites;
Edit intent: fluency
Original:  Age and tubal length ( in that order ) are the primary features determining the likelihood of pregnancy.
Revised:  In this study population, age and tubal length ( in that order ) are the primary features determining the likelihood of pregnancy.
Edit intent: clarity
Original:  Age and tubal length ( in that order ) are the primary features determining the likelihood of pregnancy.
Revised:  Age and tubal length - in that order ) are the primary features determining the likelihood of pregnancy.
Edit intent: fluency
Original:  Age and tubal length ( in that order ) are the primary features determining the likelihood of pregnancy.
Revised:  Age and tubal length ( in that order - were the primary factors predicting the likelihood of pregnancy.
Edit intent: clarity
Original:  For pregnancy outcomes, age is the primary predictor of miscarriage, but tubal length is the most influential predictor of the odds of birth and ectopic pregnancy  . Segment location and diameters contribute slightly to the odds of miscarriage and ectopic pregnancy , whereas fibrosis has little apparent effect.
Revised:  For pregnancy outcomes, tubal length was the most influential predictor of the odds of birth and ectopic pregnancy . Segment location and diameters contribute slightly to the odds of miscarriage and ectopic pregnancy , whereas fibrosis has little apparent effect.
Edit intent: coherence
Original:  For pregnancy outcomes, age is the primary predictor of miscarriage, but tubal length is the most influential predictor of the odds of birth and ectopic pregnancy  . Segment location and diameters contribute slightly to the odds of miscarriage and ectopic pregnancy , whereas fibrosis has little apparent effect.
Revised:  For pregnancy outcomes, age is the primary predictor of miscarriage, but tubal length is the most influential predictor of birth and ectopic pregnancy . Segment location and diameters contribute slightly to the odds of miscarriage and ectopic pregnancy , whereas fibrosis has little apparent effect.
Edit intent: fluency
Original:  For pregnancy outcomes, age is the primary predictor of miscarriage, but tubal length is the most influential predictor of the odds of birth and ectopic pregnancy  . Segment location and diameters contribute slightly to the odds of miscarriage and ectopic pregnancy , whereas fibrosis has little apparent effect.
Revised:  For pregnancy outcomes, age is the primary predictor of miscarriage, but tubal length is the most influential predictor of the odds of birth and ectopic pregnancy , while age was the primary predictor of miscarriage . Segment location and diameters contribute slightly to the odds of miscarriage and ectopic pregnancy , whereas fibrosis has little apparent effect.
Edit intent: coherence
Original:  For pregnancy outcomes, age is the primary predictor of miscarriage, but tubal length is the most influential predictor of the odds of birth and ectopic pregnancy  . Segment location and diameters contribute slightly to the odds of miscarriage and ectopic pregnancy , whereas fibrosis has little apparent effect.
Revised:  For pregnancy outcomes, age is the primary predictor of miscarriage, but tubal length is the most influential predictor of the odds of birth and ectopic pregnancy . Segment location and diameters contributed slightly to the odds of miscarriage and ectopic pregnancy , whereas fibrosis has little apparent effect.
Edit intent: fluency
Original:  This study is the first to show that a statistical learning predictive model based on fallopian tube anatomy can predict both pregnancy and pregnancy outcome probabilities after tubal reversal surgery.
Revised:  This study is the first to show that a statistical learning predictive model based on fallopian tube anatomy can predict pregnancy and pregnancy outcome probabilities after tubal reversal surgery.
Edit intent: clarity
Original:  The computation in both is parallel and non-discrete at least in time .
Revised:  The computation in both is parallel and non-discrete .
Edit intent: clarity
Original:  Though the underlying physical dynamics (e.g., equation of motion) may be deterministic, the observed or interpreted outcomes look probabilistic.
Revised:  Though the underlying physical dynamics (e.g., equation of motion) may be deterministic, the observed or interpreted outcomes are often probabilistic.
Edit intent: clarity
Original:  Consequently, various investigations have thus been undertaken to understand and mimic the brain on the basis of quantum computing and physics .
Revised:  Consequently, various investigations have been undertaken to understand and mimic the brain on the basis of quantum computing and physics .
Edit intent: coherence
Original:  Consequently, various investigations have thus been undertaken to understand and mimic the brain on the basis of quantum computing and physics .
Revised:  Consequently, various investigations have thus been undertaken to understand and reproduce the brain on the basis of quantum computing and physics .
Edit intent: clarity
Original:  Consequently, various investigations have thus been undertaken to understand and mimic the brain on the basis of quantum computing and physics .
Revised:  Consequently, various investigations have thus been undertaken to understand and mimic the brain on the basis of quantum physics and computing .
Edit intent: fluency
Original:  However, there have been arguments from physics and cognitive science points of view on whether the brain can and have to take advantage of quantum phenomena that need to survive in the macroscopic space-time region at room temperature.
Revised:  However, there have been arguments on whether the brain can and have to take advantage of quantum phenomena that need to survive in the macroscopic space-time region at room temperature.
Edit intent: coherence
Original:  This paper presents a unique physical and microscopic computational model of the brain based on an ansatz that the brain computes in a manner similar to quantum computing, not with quantum waves but with classical waves.
Revised:  This paper presents a unique microscopic computational model of the brain based on an ansatz that the brain computes in a manner similar to quantum computing, not with quantum waves but with classical waves.
Edit intent: clarity
Original:  This paper presents a unique physical and microscopic computational model of the brain based on an ansatz that the brain computes in a manner similar to quantum computing, not with quantum waves but with classical waves.
Revised:  This paper presents a unique physical and microscopic computational model for the brain based on an ansatz that the brain computes in a manner similar to quantum computing, not with quantum waves but with classical waves.
Edit intent: fluency
Original:  This paper presents a unique physical and microscopic computational model of the brain based on an ansatz that the brain computes in a manner similar to quantum computing, not with quantum waves but with classical waves.
Revised:  This paper presents a unique physical and microscopic computational model of the brain based on an ansatz that the brain computes in a manner similar to quantum computing, but with classical waves.
Edit intent: coherence
Original:  Log-scale encoding of information in the context of wave-based computing plays a critical role in bridging the gap between Cartesian and Tensor product states of classical and quantum waves.
Revised:  Log-scale encoding of information in the context of computing with waves is shown to play a critical role in bridging the gap between Cartesian and Tensor product states of classical and quantum waves.
Edit intent: clarity
Original:  Log-scale encoding of information in the context of wave-based computing plays a critical role in bridging the gap between Cartesian and Tensor product states of classical and quantum waves.
Revised:  Log-scale encoding of information in the context of wave-based computing plays a critical role in bridging the computing models with classical and quantum waves.
Edit intent: clarity
Original:  Our model can provide a basis for a unified computing framework of artificial intelligence and quantum computing  .
Revised:  Our quantum-inspired computing model opens up a possibility of unifying the computing framework of artificial intelligence and quantum computing .
Edit intent: clarity
Original:  In this paper, we investigate these protocols, specifically Bluetooth Low Energy (BLE) "Continuity ," and show that the price for this seamless user experience is substantial leakage of identifying information and users' behavioral data to a passive listening adversary.
Revised:  In this paper, we investigate these protocols, specifically Bluetooth Low Energy (BLE) "Continuity ," and show that the price for this seamless experience is leakage of identifying information and users' behavioral data to a passive listening adversary.
Edit intent: clarity
Original:  In this paper, we investigate these protocols, specifically Bluetooth Low Energy (BLE) "Continuity ," and show that the price for this seamless user experience is substantial leakage of identifying information and users' behavioral data to a passive listening adversary.
Revised:  In this paper, we investigate these protocols, specifically Bluetooth Low Energy (BLE) "Continuity ," and show that the price for this seamless user experience is substantial leakage of identifying information and behavioral data to a passive listening adversary.
Edit intent: clarity
Original:  Plaintext messages are broadcast over BLE in response to user actions such as locking and unlocking a device's screen, using the copy/paste feature and tapping the screen while it is unlocked.
Revised:  Plaintext messages are broadcast over BLE in response to actions such as locking and unlocking a device's screen, using the copy/paste feature and tapping the screen while it is unlocked.
Edit intent: clarity
Original:  We also demonstrate that the format and contents of these messages can be used to identify the type and OS version of a device  .
Revised:  We also demonstrate that the format and contents of these messages can be used to fingerprint the type and OS version of a device .
Edit intent: clarity
Original:  We also demonstrate that the format and contents of these messages can be used to identify the type and OS version of a device  .
Revised:  We also demonstrate that the format and contents of these messages can be used to identify the type and Operating System (OS) version of a device .
Edit intent: clarity
Original:  Finally, we show how the predictable sequence numbers of these frames can allow an adversary to track iOS devices from location to location over time, defeating existing anti-tracking techniques like MAC address randomization.
Revised:  Finally, we show that predictable sequence numbers of these frames can allow an adversary to track iOS devices from location to location over time, defeating existing anti-tracking techniques like MAC address randomization.
Edit intent: fluency
Original:  Finally, we show how the predictable sequence numbers of these frames can allow an adversary to track iOS devices from location to location over time, defeating existing anti-tracking techniques like MAC address randomization.
Revised:  Finally, we show how the predictable sequence numbers in these frames can allow an adversary to track iOS devices from location to location over time, defeating existing anti-tracking techniques like MAC address randomization.
Edit intent: clarity
Original:  Finally, we show how the predictable sequence numbers of these frames can allow an adversary to track iOS devices from location to location over time, defeating existing anti-tracking techniques like MAC address randomization.
Revised:  Finally, we show how the predictable sequence numbers of these frames can allow an adversary to track Apple devices across space and time, defeating existing anti-tracking techniques like MAC address randomization.
Edit intent: clarity
Original:  Finally, we show how the predictable sequence numbers of these frames can allow an adversary to track iOS devices from location to location over time, defeating existing anti-tracking techniques like MAC address randomization.
Revised:  Finally, we show how the predictable sequence numbers of these frames can allow an adversary to track iOS devices from location to location over time, defeating existing anti-tracking techniques such as MAC address randomization.
Edit intent: fluency
Original:  This fragment of the ZXcalculus--although abstractly elegant--is stated in terms of identities, such as spider fusion which generally do not have interpretations as circuit transformations.
Revised:  This fragment of the ZX-calculus---although abstractly elegant---is stated in terms of identities, such as spider fusion which generally do not have interpretations as circuit transformations.
Edit intent: fluency
Original:  More specifically, we are interested in the diffusion limit appropriate to a super-critical process in the near-critical limit evolving over a large number of time steps.
Revised:  More specifically, we are interested in the diffusion limit appropriate to a supercritical process in the near-critical limit evolving over a large number of time steps.
Edit intent: fluency
Original: We consider a linear dispersive equation with a variable coefficient advection on an unbounded domain.
Revised: The goal of the present work is to solve a linear dispersive equation with a variable coefficient advection on an unbounded domain.
Edit intent: clarity
Original: We consider a linear dispersive equation with a variable coefficient advection on an unbounded domain.
Revised: We consider a linear dispersive equation with variable coefficient advection on an unbounded domain.
Edit intent: fluency
Original:   To obtain an efficient numerical scheme we employ a splitting approach and treat only the third order differential operator  stemming from the dispersive part implicitly.
Revised:  To obtain an efficient numerical scheme we employ a splitting approach and treat only the third order differential operator , stemming from the dispersive part implicitly.
Edit intent: fluency
Original:  We finally demonstrate the proposed  scheme by performing a number of numerical simulations.
Revised:  We finally demonstrate the proposed numerical scheme by performing a number of numerical simulations.
Edit intent: fluency
Original:  An attractive feature of the latent variable approach is that, as the user continues to act, the posterior on the users state tightens reflecting the recommender system's increased knowledge about that user.
Revised:  An attractive feature of the latent variable approach is that, as the user continues to act, the posterior on the user's state tightens reflecting the recommender system's increased knowledge about that user.
Edit intent: fluency
Original: With the development of depth sensors and 3D laser scanning techniques  , 3D dynamic point clouds have attracted increasing attention as a format for the representation of 3D objects in motion, with applications in various fields such as 3D immersive tele-presence, navigation, animation, gaming and virtual reality .
Revised: With the development of 3D laser scanning techniques , 3D dynamic point clouds have attracted increasing attention as a format for the representation of 3D objects in motion, with applications in various fields such as 3D immersive tele-presence, navigation, animation, gaming and virtual reality .
Edit intent: coherence
Original: With the development of depth sensors and 3D laser scanning techniques  , 3D dynamic point clouds have attracted increasing attention as a format for the representation of 3D objects in motion, with applications in various fields such as 3D immersive tele-presence, navigation, animation, gaming and virtual reality .
Revised: With the development of depth sensors and 3D laser scanning techniques , 3D dynamic point clouds have attracted increasing attention as a representation of 3D objects in motion, with applications in various fields such as 3D immersive tele-presence, navigation, animation, gaming and virtual reality .
Edit intent: clarity
Original: With the development of depth sensors and 3D laser scanning techniques  , 3D dynamic point clouds have attracted increasing attention as a format for the representation of 3D objects in motion, with applications in various fields such as 3D immersive tele-presence, navigation, animation, gaming and virtual reality .
Revised: With the development of depth sensors and 3D laser scanning techniques , 3D dynamic point clouds have attracted increasing attention as a format for the representation of 3D objects in motion, enabling various applications such as 3D immersive tele-presence, navigation, animation, gaming and virtual reality .
Edit intent: clarity
Original: With the development of depth sensors and 3D laser scanning techniques  , 3D dynamic point clouds have attracted increasing attention as a format for the representation of 3D objects in motion, with applications in various fields such as 3D immersive tele-presence, navigation, animation, gaming and virtual reality .
Revised: With the development of depth sensors and 3D laser scanning techniques , 3D dynamic point clouds have attracted increasing attention as a format for the representation of 3D objects in motion, with applications in various fields such as 3D immersive tele-presence, gaming and navigation .
Edit intent: clarity
Original:  However, dynamic point clouds usually exhibit holes of missing data, mainly due to the fast motion, the limitation of acquisition techniques and complicated structure.
Revised:  However, dynamic point clouds usually exhibit holes of missing data, mainly due to the fast motion, the limitation of acquisition and complicated structure.
Edit intent: clarity