wanyu/IteraTeR_v2 huggingface dataset:
Original:  The results of our experiment show that our hybrid solution improves customer serving rate without increasing the number of taxis in operation, allows both drivers to earn more and riders to save more per trip, and all with a minimum increase in calling and extra trip time.
Revised:  The results of our experiment show that our hybrid solution improves customer serving rate without increasing the number of taxis in operation, allows both drivers to earn more and riders to save more per trip, and all with a small increase in calling and extra trip time.
Edit intent: clarity
Original: The outbreak of the Coronavirus disease ( COVID-19 ) leads to an outbreak of pandemic information in major online social networks (OSNs).
Revised: The outbreak of the COVID-19 ) leads to an outbreak of pandemic information in major online social networks (OSNs).
Edit intent: clarity
Original: The outbreak of the Coronavirus disease ( COVID-19 ) leads to an outbreak of pandemic information in major online social networks (OSNs).
Revised: The outbreak of the Coronavirus disease ( COVID-19 leads to a burst of information in major online social networks (OSNs).
Edit intent: clarity
Original:  In the constantly changing situation, OSNs are becoming a critical conduit for people in expressing opinions and seek up-to-the-minute information.
Revised:  Facing this constantly changing situation, OSNs are becoming a critical conduit for people in expressing opinions and seek up-to-the-minute information.
Edit intent: fluency
Original:  In the constantly changing situation, OSNs are becoming a critical conduit for people in expressing opinions and seek up-to-the-minute information.
Revised:  In the constantly changing situation, OSNs have become an essential platform for people expressing opinions and seek up-to-the-minute information.
Edit intent: clarity
Original:  In the constantly changing situation, OSNs are becoming a critical conduit for people in expressing opinions and seek up-to-the-minute information.
Revised:  In the constantly changing situation, OSNs are becoming a critical conduit for people in expressing opinions and seeking up-to-the-minute information.
Edit intent: fluency
Original:  Thus, social behaviour on OSNs may become a predictor or reflection of reality.
Revised:  Thus, discussions on OSNs may become a predictor or reflection of reality.
Edit intent: clarity
Original:  Thus, social behaviour on OSNs may become a predictor or reflection of reality.
Revised:  Thus, social behaviour on OSNs may become a reflection of reality.
Edit intent: clarity
Original:  This paper aims to study the social behaviour of the public in the Greater Region (GR)  and related countries based on Twitter information with machine learning and representation learning methods.
Revised:  This paper aims to study the social behaviour of the public in the Greater Region (GR) and related countries using machine learning and representation learning methods.
Edit intent: clarity
Original:  Using automated machine learning tools  we detect faces in 244,038 hours of video, label their presented gender, identify prominent public figures, and align text captions to audio.
Revised:  Using automated machine learning tools , we detect faces in 244,038 hours of video, label their presented gender, identify prominent public figures, and align text captions to audio.
Edit intent: fluency
Original: Cable TV news reaches millions of U.S. households each day, and decisions about who appears on the news , and what stories get talked about, can profoundly influence public opinion and discourse.
Revised: Cable TV news reaches millions of U.S. households each day, meaning that decisions about who appears on the news , and what stories get talked about, can profoundly influence public opinion and discourse.
Edit intent: coherence
Original: Cable TV news reaches millions of U.S. households each day, and decisions about who appears on the news , and what stories get talked about, can profoundly influence public opinion and discourse.
Revised: Cable TV news reaches millions of U.S. households each day, and decisions about who appears on the news and what stories get talked about, can profoundly influence public opinion and discourse.
Edit intent: fluency
Original: Cable TV news reaches millions of U.S. households each day, and decisions about who appears on the news , and what stories get talked about, can profoundly influence public opinion and discourse.
Revised: Cable TV news reaches millions of U.S. households each day, and decisions about who appears on the news , and what stories get covered can profoundly influence public opinion and discourse.
Edit intent: clarity
Original:  In this paper, we use computational techniques to analyze a data set of nearly 24/7 video, audio, and text captions from three major U.S. cable TV networks (CNN, FOX News , and MSNBC) from the last decade.
Revised:  We analyze a data set of nearly 24/7 video, audio, and text captions from three major U.S. cable TV networks (CNN, FOX News , and MSNBC) from the last decade.
Edit intent: clarity
Original:  In this paper, we use computational techniques to analyze a data set of nearly 24/7 video, audio, and text captions from three major U.S. cable TV networks (CNN, FOX News , and MSNBC) from the last decade.
Revised:  In this paper, we use computational techniques to analyze a data set of nearly 24/7 video, audio, and text captions from three U.S. cable TV networks (CNN, FOX News , and MSNBC) from the last decade.
Edit intent: clarity
Original:  In this paper, we use computational techniques to analyze a data set of nearly 24/7 video, audio, and text captions from three major U.S. cable TV networks (CNN, FOX News , and MSNBC) from the last decade.
Revised:  In this paper, we use computational techniques to analyze a data set of nearly 24/7 video, audio, and text captions from three major U.S. cable TV networks (CNN, FOX , and MSNBC) from the last decade.
Edit intent: clarity
Original:  Using automated machine learning tools, we detect faces in 244,038 hours of video, label their presented gender, identify prominent public figures, and align text captions to audio.
Revised:  Using automated machine learning tools, we detect faces in 244,038 hours of video, label each face's presented gender, identify prominent public figures, and align text captions to audio.
Edit intent: clarity
Original:  We use these labels to perform face screen time and caption word frequency analyses of the contents of cable TV news .
Revised:  We use these labels to perform screen time and caption word frequency analyses of the contents of cable TV news .
Edit intent: clarity
Original:  We use these labels to perform face screen time and caption word frequency analyses of the contents of cable TV news .
Revised:  We use these labels to perform face screen time and word frequency analyses of the contents of cable TV news .
Edit intent: clarity
Original:  We use these labels to perform face screen time and caption word frequency analyses of the contents of cable TV news .
Revised:  We use these labels to perform face screen time and caption word frequency analyses .
Edit intent: clarity
Original:  In addition to reporting the results of our own analyses, we describe the design of an interactive web-based tool  that allows the general public to perform their own screen time analyses on the entire cable TV news data set.
Revised:  In addition to reporting the results of our own analyses, we describe the design of an interactive web-based tool that allows the general public to perform their own analyses on the entire cable TV news data set.
Edit intent: clarity
Original:  In addition to reporting the results of our own analyses, we describe the design of an interactive web-based tool  that allows the general public to perform their own screen time analyses on the entire cable TV news data set.
Revised:  In addition to reporting the results of our own analyses, we describe the design of an interactive web-based tool that allows the general public to perform their own screen time analyses on the full cable TV news data set.
Edit intent: fluency
Original:  Additionally, we test whether such assessments are transparent and yield consistent results.
Revised:  Additionally, we test whether such judgments are transparent and yield consistent results.
Edit intent: clarity
Original:  We show inconsistencies in the assessment of publishers, such as the same publisher being ranked as prestigious and not so prestigious in different countries or in different years in the same country.
Revised:  We show inconsistencies in the levelling of publishers, such as the same publisher being ranked as prestigious and not so prestigious in different countries or in different years in the same country.
Edit intent: clarity
Original:  We show inconsistencies in the assessment of publishers, such as the same publisher being ranked as prestigious and not so prestigious in different countries or in different years in the same country.
Revised:  We show inconsistencies in the assessment of publishers, such as the same publisher being ranked as prestigious and not-so-prestigious in different states or in consequent years within the same country.
Edit intent: clarity
Original:  Our findings raise doubts about whether the assessment of books based on a judgement about their publisher yields acceptable outcomes.
Revised:  Our findings support doubts about whether the assessment of books based on a judgement about their publisher yields acceptable outcomes.
Edit intent: clarity
Original:  For successful application, sampling methods must scale to large maps with many districts, incorporate realistic legal constraints, and accurately  sample from a selected target distribution.
Revised:  For successful application, sampling methods must scale to large maps with many districts, incorporate realistic legal constraints, and accurately and efficiently sample from a selected target distribution.
Edit intent: clarity
Original:  Because it yields nearly independent samples , the SMC algorithm can efficiently explore the relevant space of redistricting plans  than the existing Markov chain Monte Carlo algorithms that yield dependent samples.
Revised:  Because it yields nearly independent samples , the SMC algorithm can efficiently explore the relevant space of redistricting plans better than the existing Markov chain Monte Carlo algorithms that yield dependent samples.
Edit intent: clarity
Original: This paper proposes a topology optimization method that takes account of distortion induced by additive manufacturing (AM). AM is a free-form manufacturing technique in which the part is built in a layer-by-layer manner.
Revised: Additive manufacturing is a free-form manufacturing technique in which the part is built in a layer-by-layer manner.
Edit intent: coherence
Original: This paper proposes a topology optimization method that takes account of distortion induced by additive manufacturing (AM). AM is a free-form manufacturing technique in which the part is built in a layer-by-layer manner.
Revised: This paper proposes a topology optimization method that takes account of distortion induced by additive manufacturing (AM). AM is a free-form manufacturing technique in which parts are built in a layer-by-layer manner.
Edit intent: coherence
Original:  In particular, laser powder bed fusion (LPBF) is one of the most widespread technologies for metal parts.
Revised:  Laser powder bed fusion (LPBF) is one of the most widespread technologies for metal parts.
Edit intent: coherence
Original:  In particular, laser powder bed fusion (LPBF) is one of the most widespread technologies for metal parts.
Revised:  In particular, laser powder bed fusion is one of the most widespread technologies for metal parts.
Edit intent: clarity
Original:  In particular, laser powder bed fusion (LPBF) is one of the most widespread technologies for metal parts.
Revised:  In particular, laser powder bed fusion (LPBF) is one of the popular techniques used to fabricate metal parts.
Edit intent: clarity
Original:  However, LPBF is known to cause residual stress and distortion during fabrication , which adversely affects the mechanical properties and dimensional accuracy of the part .
Revised:  However, it induces residual stress and distortion during fabrication , which adversely affects the mechanical properties and dimensional accuracy of the part .
Edit intent: coherence
Original:  However, LPBF is known to cause residual stress and distortion during fabrication , which adversely affects the mechanical properties and dimensional accuracy of the part .
Revised:  However, LPBF is known to cause residual stress and distortion during fabrication that adversely affects the mechanical properties and dimensional accuracy of the part .
Edit intent: coherence
Original:  However, LPBF is known to cause residual stress and distortion during fabrication , which adversely affects the mechanical properties and dimensional accuracy of the part .
Revised:  However, LPBF is known to cause residual stress and distortion during fabrication , which adversely affects the mechanical properties and dimensional accuracy of the manufactured parts .
Edit intent: clarity
Original:  Our goal is to propose a topology optimization method that considers distortion in AM and an analytical model of AM suitable for incorporation into topology optimization .
Revised:  In this study, we propose a topology optimization method that considers distortion in AM and an analytical model of AM suitable for incorporation into topology optimization .
Edit intent: clarity
Original:  Our goal is to propose a topology optimization method that considers distortion in AM and an analytical model of AM suitable for incorporation into topology optimization .
Revised:  Our goal is to propose a topology optimization method that accounts for the distortion .
Edit intent: clarity
Original:  Next, a topological derivative of the objective functional is approximately derived using an adjoint variable method and is utilized to update the level set function via a time evolutionary reaction-diffusion equation.
Revised:  Next, we approximate the topological derivative of the objective functional is approximately derived using an adjoint variable method and is utilized to update the level set function via a time evolutionary reaction-diffusion equation.
Edit intent: clarity
Original:  Next, a topological derivative of the objective functional is approximately derived using an adjoint variable method and is utilized to update the level set function via a time evolutionary reaction-diffusion equation.
Revised:  Next, a topological derivative of the objective function using an adjoint variable method and is utilized to update the level set function via a time evolutionary reaction-diffusion equation.
Edit intent: clarity
Original:  Next, a topological derivative of the objective functional is approximately derived using an adjoint variable method and is utilized to update the level set function via a time evolutionary reaction-diffusion equation.
Revised:  Next, a topological derivative of the objective functional is approximately derived using an adjoint variable method that is then utilized to update the level set function via a time evolutionary reaction-diffusion equation.
Edit intent: coherence
Original:  Finally, two-dimensional design examples demonstrate the validations and effectiveness of the proposed optimization methodology .
Revised:  Finally, the validity and effectiveness of the proposed optimization methodology .
Edit intent: coherence
Original:  Finally, two-dimensional design examples demonstrate the validations and effectiveness of the proposed optimization methodology .
Revised:  Finally, two-dimensional design examples demonstrate the validations and effectiveness of the proposed optimization method was established using two-dimensional design examples .
Edit intent: coherence
Original:  In response to this problem , this paper models a class of malware with  "unbreakable" security attributes--UBM (UnBreakable Malware).
Revised:  Therefore , this paper models a class of malware with "unbreakable" security attributes--UBM (UnBreakable Malware).
Edit intent: coherence
Original:  In response to this problem , this paper models a class of malware with  "unbreakable" security attributes--UBM (UnBreakable Malware).
Revised:  In response to this problem , this paper modeled a type of malware with "unbreakable" security attributes--UBM (UnBreakable Malware).
Edit intent: clarity
Original:  In response to this problem , this paper models a class of malware with  "unbreakable" security attributes--UBM (UnBreakable Malware).
Revised:  In response to this problem , this paper models a class of malware with an "unbreakable" security attributes--UBM (UnBreakable Malware).
Edit intent: fluency
Original:  Second, we summarized and implemented four algorithms that can be used to construct UBM, and verified the " unhackable " security attributes based on the evaluation of the two key features.
Revised:  Second, we summarized and implemented four algorithms for constructing UBM, and verified the " unhackable " security attributes based on the evaluation of the two key features.
Edit intent: clarity
Original:  Second, we summarized and implemented four algorithms that can be used to construct UBM, and verified the " unhackable " security attributes based on the evaluation of the two key features.
Revised:  Second, we summarized and implemented four algorithms that can be used to construct UBM, and verified the " unbreakable " security attributes based on the evaluation of the two key features.
Edit intent: fluency
Original:  Second, we summarized and implemented four algorithms that can be used to construct UBM, and verified the " unhackable " security attributes based on the evaluation of the two key features.
Revised:  Second, we summarized and implemented four algorithms that can be used to construct UBM, and verified the " unhackable " security attribute based on our evaluation of the two key features.
Edit intent: fluency
Original:  Finally, for UBM, a new threat to cyberspace, this article discusses possible defense measures and hopes to promote the establishment of a corresponding defense system .
Revised:  Finally, to address the new threats incurred by UBM to the cyberspace, this article discusses possible defense measures and hopes to promote the establishment of a corresponding defense system .
Edit intent: clarity
Original:  Finally, for UBM, a new threat to cyberspace, this article discusses possible defense measures and hopes to promote the establishment of a corresponding defense system .
Revised:  Finally, for UBM, a new threat to cyberspace, this paper explored some possible defense measures and hopes to promote the establishment of a corresponding defense system .
Edit intent: clarity
Original:  Finally, for UBM, a new threat to cyberspace, this article discusses possible defense measures and hopes to promote the establishment of a corresponding defense system .
Revised:  Finally, for UBM, a new threat to cyberspace, this article discusses possible defense measures , with a view to establishing defense systems against UBM attacks .
Edit intent: clarity
Original:  To this end, several benchmark tools that simulate possible attacks on images to test robustness are available.
Revised:  To this end, benchmark tools that simulate possible attacks on images to test robustness are available.
Edit intent: clarity
Original:  To this end, several benchmark tools that simulate possible attacks on images to test robustness are available.
Revised:  To this end, several benchmark tools that test robustness by applying simulated attacks on watermarked images are available.
Edit intent: clarity
Original:  However, limitations in these general attacks exist since they cannot exploit specific characteristics of the targeted MW. In addition, these attacks are usually devised without consideration for visual quality, which rarely occurs in the real world.
Revised:  However, limitations in these general attacks exist since they cannot exploit specific characteristics of the targeted MW. In addition, these attacks are usually devised without consideration of visual quality, which rarely occurs in the real world.
Edit intent: fluency
Original:  To address these limitations, we propose a watermarking attack network (WAN), a fully trainable watermarking benchmark tool , that utilizes the weak points of the target MW and removes inserted watermark and inserts inverted bitinformation , thereby considerably reducing  watermark extractability.
Revised:  To address these limitations, we propose a watermarking attack network (WAN), a fully trainable watermarking benchmark tool that utilizes the weak points of the target MW and removes inserted watermark and inserts inverted bitinformation , thereby considerably reducing watermark extractability.
Edit intent: fluency
Original:  To address these limitations, we propose a watermarking attack network (WAN), a fully trainable watermarking benchmark tool , that utilizes the weak points of the target MW and removes inserted watermark and inserts inverted bitinformation , thereby considerably reducing  watermark extractability.
Revised:  To address these limitations, we propose a watermarking attack network (WAN), a fully trainable watermarking benchmark tool , that utilizes the weak points of the target MW and induces an inversion of the watermark bit , thereby considerably reducing watermark extractability.
Edit intent: clarity
Original:  To address these limitations, we propose a watermarking attack network (WAN), a fully trainable watermarking benchmark tool , that utilizes the weak points of the target MW and removes inserted watermark and inserts inverted bitinformation , thereby considerably reducing  watermark extractability.
Revised:  To address these limitations, we propose a watermarking attack network (WAN), a fully trainable watermarking benchmark tool , that utilizes the weak points of the target MW and removes inserted watermark and inserts inverted bitinformation , thereby considerably reducing the watermark extractability.
Edit intent: fluency
Original:  In this regard we construct a n{2} + \lceil n{8} \rceil query exact quantum algorithm that is not a parity decision tree and evaluates a non-symmetric subclass of MM type Bent functions on n variables consisting of \left(2^{\lfloor n{4} \rfloor}!
Revised:  In this regard we construct an n{2} + \lceil n{8} \rceil query exact quantum algorithm that is not a parity decision tree and evaluates a non-symmetric subclass of MM type Bent functions on n variables consisting of \left(2^{\lfloor n{4} \rfloor}!
Edit intent: fluency
Original:  In this paper we  explore the Maiorana-McFarland(MM) type Bent functions, defined on all even n variables.
Revised:  In this paper we first explore the Maiorana-McFarland(MM) type Bent functions, defined on all even n variables.
Edit intent: coherence
Original:  In this regard we construct an n{2} + \lceil n{8} \rceil query exact quantum algorithm that is not a parity decision tree and evaluates a non-symmetric subclass of MM type Bent functions on n variables consisting of%DIFDELCMD < \left(%%%  2^{ %DIFDELCMD < \lfloor %%% \frac{n{4} }%DIFDELCMD < \rfloor%%% {4} \rfloor }} } !%DIFDELCMD < \right)\left(%%%  2 ^{\lceil \frac{n{4} \rceil}!}%DIFDELCMD < \right) %%% 2^{2^{\lfloor \frac{n{4} \rfloor}} functions.
Revised:  In this regard we construct an n{2} + \lceil n{8} \rceil query exact quantum algorithm that is not a parity decision tree and evaluates a non-symmetric subclass of MM type Bent functions %DIFDELCMD < \left(%%% 2^{ %DIFDELCMD < \lfloor %%% \frac{n{4} }%DIFDELCMD < \rfloor%%% {4} \rfloor }} } !%DIFDELCMD < \right)\left(%%% 2 ^{\lceil \frac{n{4} \rceil}!}%DIFDELCMD < \right) %%% 2^{2^{\lfloor \frac{n{4} \rfloor}} functions.
Edit intent: clarity