wanyu/IteraTeR_full_sent huggingface dataset:
Original:  In regressions studying the effect of randomly generated placebo sectoral shocks on actual labor market outcomes in U.S. commuting zones, we find that a 5 \% level significance test based on standard errors clustered at the state level rejects the null of no effect in up to 45 \% of the placebo interventions.
Revised:  In regressions studying the effect of randomly generated placebo sectoral shocks on actual labor market outcomes in U.S. commuting zones, we find that a 5 \% nominal significance level reject the null of no effect in up to 45 \% of the placebo interventions.
Edit intent: meaning-changed
Original:  In regressions studying the effect of randomly generated placebo sectoral shocks on actual labor market outcomes in U.S. commuting zones, we find that a 5 \% level significance test based on standard errors clustered at the state level rejects the null of no effect in up to 45 \% of the placebo interventions.
Revised:  In regressions studying the effect of randomly generated placebo sectoral shocks on actual labor market outcomes in U.S. commuting zones, we find that a 5 \% level significance test based on standard errors clustered at the state level rejects the null of no effect in up to 55 \% of the placebo interventions.
Edit intent: meaning-changed
Original:  In regressions studying the effect of randomly generated placebo sectoral shocks on actual labor market outcomes in U.S. commuting zones, we find that a 5 \% level significance test based on standard errors clustered at the state level rejects the null of no effect in up to 45 \% of the placebo interventions. We derive novel confidence intervals that correctly account for the potential correlation in the regression residuals  .
Revised:  In regressions studying the effect of randomly generated placebo sectoral shocks on actual labor market outcomes in U.S. commuting zones, we find that a 5 \% level significance test based on standard errors clustered at the state level rejects the null of no effect in up to 45 \% of the placebo samples. We use a stylized economic model to show that this overrejection problem arises because regression residuals are correlated across regions with similar sectoral shares, independently of their geographic location. We derive novel inference methods that are valid under arbitrary cross-regional correlation in the regression residuals .
Edit intent: meaning-changed
Original: This article reports proof-of-concept web apps that use commodity  open-source technologies for augmented and virtual reality to tackle real-world problems from chemistryand structural biology . The apps include demonstrations of molecular visualization at atomistic and coarse-grained levels  , coarse-grained modeling of molecular physics, on-the-fly calculation of experimental observables and comparison to actual data, and simulated chemical reactivity.
Revised: This article reports proof-of-concept web apps that use commodity open-source technologies for augmented and virtual reality to provide immersive, interactive human-computer interfaces for chemistry, structural biology and related disciplines. Examples web apps showcase applications that go well beyond pedagogy, reaching actual utility in research settings: molecular visualization at atomistic and coarse-grained levels , coarse-grained modeling of molecular physics, on-the-fly calculation of experimental observables and comparison to actual data, and simulated chemical reactivity.
Edit intent: clarity
Original:  The apps include demonstrations of molecular visualization at atomistic and coarse-grained levels  , coarse-grained modeling of molecular physics, on-the-fly calculation of experimental observables and comparison to actual data, and simulated chemical reactivity.
Revised:  The apps include demonstrations of molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D , coarse-grained modeling of molecular physics, on-the-fly calculation of experimental observables and comparison to actual data, and simulated chemical reactivity.
Edit intent: meaning-changed
Original:  The apps include demonstrations of molecular visualization at atomistic and coarse-grained levels  , coarse-grained modeling of molecular physics, on-the-fly calculation of experimental observables and comparison to actual data, and simulated chemical reactivity.
Revised:  The apps include demonstrations of molecular visualization at atomistic and coarse-grained levels , coarse-grained modeling of molecular physics, on-the-fly calculation of experimental observables and overlay of experimental data, and simulated chemical reactivity.
Edit intent: clarity
Original:  Along the results and in the discussion section , future perspectives are depicted based on recent works in the areas of machine learning for chemistry , transcompilation of programs into JavaScript, and advanced APIs and libraries supported by major web browsers .
Revised:  Along the results and in the discussion section , future perspectives are depicted on how these emerging technologies might be coupled in the future to neural network-based quantum chemistry calculations, other advanced forms of human-computer interaction such as speech-based communication, sockets for concurrent collaboration through the internet, and other technologies .
Edit intent: meaning-changed
Original:  Examples web apps showcase applications that  go well beyond pedagogy, reaching actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics , on-the-fly calculation of experimental observables and overlay of experimental data, and simulated chemical reactivity .
Revised:  Example web apps showcase applications that go well beyond pedagogy, reaching actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics , on-the-fly calculation of experimental observables and overlay of experimental data, and simulated chemical reactivity .
Edit intent: fluency
Original:  Examples web apps showcase applications that  go well beyond pedagogy, reaching actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics , on-the-fly calculation of experimental observables and overlay of experimental data, and simulated chemical reactivity .
Revised:  Examples web apps showcase applications that could go well beyond pedagogy, reaching actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics , on-the-fly calculation of experimental observables and overlay of experimental data, and simulated chemical reactivity .
Edit intent: clarity
Original:  Examples web apps showcase applications that  go well beyond pedagogy, reaching actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics , on-the-fly calculation of experimental observables and overlay of experimental data, and simulated chemical reactivity .
Revised:  Examples web apps showcase applications that go well beyond pedagogy, i.e. advancing actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics , on-the-fly calculation of experimental observables and overlay of experimental data, and simulated chemical reactivity .
Edit intent: meaning-changed
Original:  Examples web apps showcase applications that  go well beyond pedagogy, reaching actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics , on-the-fly calculation of experimental observables and overlay of experimental data, and simulated chemical reactivity .
Revised:  Examples web apps showcase applications that go well beyond pedagogy, reaching actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics and chemistry, and on-the-fly calculation of experimental observables and overlay of experimental data, and simulated chemical reactivity .
Edit intent: meaning-changed
Original:  Examples web apps showcase applications that  go well beyond pedagogy, reaching actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics , on-the-fly calculation of experimental observables and overlay of experimental data, and simulated chemical reactivity .
Revised:  Examples web apps showcase applications that go well beyond pedagogy, reaching actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics , on-the-fly calculation of experimental observables and overlay onto experimental data .
Edit intent: meaning-changed
Original:  From this bases, future perspectives are depicted on how these emerging technologies might be coupled in the future to neural network-based quantum chemistry calculations, other advanced forms of human-computer interaction such as speech-based communication , sockets for concurrent collaboration through the internet , and other technologies .
Revised:  From this playground, I depict perspectives on how these emerging technologies might be coupled in the future to neural network-based quantum chemistry calculations, other advanced forms of human-computer interaction such as speech-based communication , sockets for concurrent collaboration through the internet , and other technologies .
Edit intent: clarity
Original:  From this bases, future perspectives are depicted on how these emerging technologies might be coupled in the future to neural network-based quantum chemistry calculations, other advanced forms of human-computer interaction such as speech-based communication , sockets for concurrent collaboration through the internet , and other technologies .
Revised:  From this bases, future perspectives are depicted on how these emerging technologies might couple in the future to neural network-based quantum chemistry calculations, other advanced forms of human-computer interaction such as speech-based communication , sockets for concurrent collaboration through the internet , and other technologies .
Edit intent: fluency
Original:  From this bases, future perspectives are depicted on how these emerging technologies might be coupled in the future to neural network-based quantum chemistry calculations, other advanced forms of human-computer interaction such as speech-based communication , sockets for concurrent collaboration through the internet , and other technologies .
Revised:  From this bases, future perspectives are depicted on how these emerging technologies might be coupled in the future to neural network-based quantum chemistry calculations, advanced forms of human-computer interaction such as speech-based communication , sockets for concurrent collaboration through the internet , and other technologies .
Edit intent: clarity
Original:  From this bases, future perspectives are depicted on how these emerging technologies might be coupled in the future to neural network-based quantum chemistry calculations, other advanced forms of human-computer interaction such as speech-based communication , sockets for concurrent collaboration through the internet , and other technologies .
Revised:  From this bases, future perspectives are depicted on how these emerging technologies might be coupled in the future to neural network-based quantum chemistry calculations, other advanced forms of human-computer interaction such as speech-based communication and sockets for concurrent collaboration through the internet , and other technologies .
Edit intent: coherence
Original:  From this bases, future perspectives are depicted on how these emerging technologies might be coupled in the future to neural network-based quantum chemistry calculations, other advanced forms of human-computer interaction such as speech-based communication , sockets for concurrent collaboration through the internet , and other technologies . Together, all these technologies that are today available in web browsers will likely lead to the next generation of tools for truly interactive  molecular modeling that can streamline human thought and intent with the numerical processing power of computers.
Revised:  From this bases, future perspectives are depicted on how these emerging technologies might be coupled in the future to neural network-based quantum chemistry calculations, other advanced forms of human-computer interaction such as speech-based communication , sockets for concurrent collaboration through the internet -all technologies that are today available in web browsers will likely lead to the next generation of tools for truly interactive molecular modeling that can streamline human thought and intent with the numerical processing power of computers.
Edit intent: coherence
Original:  Together, all these technologies that are today available in web browsers will likely lead to the next generation of tools for truly interactive  molecular modeling that can streamline human thought and intent with the numerical processing power of computers.
Revised:  Together, all these technologies that are today available in web browsers will likely lead to the next generation of tools for truly interactive , immersive molecular modeling that can streamline human thought and intent with the numerical processing power of computers.
Edit intent: meaning-changed
Original:  Example web apps showcase applications that could go well beyond pedagogy, i.e. advancing actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics and chemistry, and on-the-fly calculation of experimental observables and overlay onto experimental data.
Revised:  The examples, which run in any standard web browser and are accessible at URL showcase applications that could go well beyond pedagogy, i.e. advancing actual utility in research settings: molecular visualization at atomistic and coarse-grained levels in interactive immersive 3D, coarse-grained modeling of molecular physics and chemistry, and on-the-fly calculation of experimental observables and overlay onto experimental data.
Edit intent: meaning-changed
Original:  From this playground, I depict perspectives on how these emerging technologies might couple in the future to neural network-based quantum chemistry calculations, advanced forms of human-computer interaction such as speech-based communication  and sockets for concurrent collaboration through the internet -
Revised:  From this playground, I depict perspectives on how these emerging technologies might couple in the future to neural network-based quantum mechanical calculations, advanced forms of human-computer interaction such as speech-based communication and sockets for concurrent collaboration through the internet -
Edit intent: meaning-changed
Original:  From this playground, I depict perspectives on how these emerging technologies might couple in the future to neural network-based quantum chemistry calculations, advanced forms of human-computer interaction such as speech-based communication  and sockets for concurrent collaboration through the internet -
Revised:  From this playground, I depict perspectives on how these emerging technologies might couple in the future to neural network-based quantum chemistry calculations, advanced forms of human-computer interaction such as speech-based communication , and sockets for concurrent collaboration through the internet -
Edit intent: fluency
Original:  In this paper, we study the dual representation of quasiconvex risk measures defined on a special space of financial positions, which is called the variable exponent Bochner-Lebesgue space and was studied in detail by Cheng and Xu (2013).
Revised: Since the quasiconvex risk measures is a bigger class than the well known convex risk measures, the study of quasiconvex risk measures makes sense especially in the financial markets with volatility. In this paper, we study the dual representation of quasiconvex risk measures defined on a special space of financial positions, which is called the variable exponent Bochner-Lebesgue space and was studied in detail by Cheng and Xu (2013).
Edit intent: meaning-changed
Original:  In this paper, we study the dual representation of quasiconvex risk measures defined on a special space of financial positions, which is called the variable exponent Bochner-Lebesgue space and was studied in detail by Cheng and Xu (2013).
Revised:  In this paper, we will study the quasiconvex risk measures defined on a special space of financial positions, which is called the variable exponent Bochner-Lebesgue space and was studied in detail by Cheng and Xu (2013).
Edit intent: clarity
Original:  In this paper, we study the dual representation of quasiconvex risk measures defined on a special space of financial positions, which is called the variable exponent Bochner-Lebesgue space and was studied in detail by Cheng and Xu (2013). This space is denoted by L^{p(\cdot) (\Omega, E) }  where the variable exponent p(\cdot) is no longer a given real number like the space L^{p}, but a measurable function .
Revised:  In this paper, we study the dual representation of quasiconvex risk measures defined on a special space (\Omega, E) } where the variable exponent p(\cdot) is no longer a given real number like the space L^{p}, but a measurable function .
Edit intent: coherence
Original:  This space is denoted by L^{p(\cdot) (\Omega, E) }  where the variable exponent p(\cdot) is no longer a given real number like the space L^{p}, but a measurable function .
Revised:  This space is denoted by L^{p(\cdot) (\Omega, E) } L^{p(\cdot) where the variable exponent p(\cdot) is no longer a given real number like the space L^{p}, but a measurable function .
Edit intent: meaning-changed
Original:  This space is denoted by L^{p(\cdot) (\Omega, E) }  where the variable exponent p(\cdot) is no longer a given real number like the space L^{p}, but a measurable function .
Revised:  This space is denoted by L^{p(\cdot) (\Omega, E) } where the variable exponent p(\cdot) is no longer a given real number like the space L^{p}, but a random variable, which reflects the possible volatility of the financial markets. The dual representation for this quasiconvex risk measures will also provided .
Edit intent: meaning-changed
Original: We prove a no-dimensional version of Carath\'edory's theorem: given an n-element set P\subset \mathbb{R ^d, a point a \in \mathrm{conv \conv P, and an integer r\le d, r \le n, there is a subset Q\subset P of r elements such that the distance between a and \mathrm{conv \conv Q is less then \mathrm{diam\diam P/\sqrt {2r}.
Revised: We prove a no-dimensional version of Carath\'edory's theorem: given an n-element set P\subset \Re ^d, a point a \in \mathrm{conv \conv P, and an integer r\le d, r \le n, there is a subset Q\subset P of r elements such that the distance between a and \mathrm{conv \conv Q is less then \mathrm{diam\diam P/\sqrt {2r}.
Edit intent: clarity
Original: We prove a no-dimensional version of Carath\'edory's theorem: given an n-element set P\subset \mathbb{R ^d, a point a \in \mathrm{conv \conv P, and an integer r\le d, r \le n, there is a subset Q\subset P of r elements such that the distance between a and \mathrm{conv \conv Q is less then \mathrm{diam\diam P/\sqrt {2r}.
Revised: We prove a no-dimensional version of Carath\'edory's theorem: given an n-element set P\subset \mathbb{R ^d, a point a \in \conv P, and an integer r\le d, r \le n, there is a subset Q\subset P of r elements such that the distance between a and \mathrm{conv \conv Q is less then \mathrm{diam\diam P/\sqrt {2r}.
Edit intent: fluency
Original: We prove a no-dimensional version of Carath\'edory's theorem: given an n-element set P\subset \mathbb{R ^d, a point a \in \mathrm{conv \conv P, and an integer r\le d, r \le n, there is a subset Q\subset P of r elements such that the distance between a and \mathrm{conv \conv Q is less then \mathrm{diam\diam P/\sqrt {2r}.
Revised: We prove a no-dimensional version of Carath\'edory's theorem: given an n-element set P\subset \mathbb{R ^d, a point a \in \mathrm{conv \conv P, and an integer r\le d, r \le n, there is a subset Q\subset P of r elements such that the distance between a and \conv Q is less then \mathrm{diam\diam P/\sqrt {2r}.
Edit intent: fluency
Original: We prove a no-dimensional version of Carath\'edory's theorem: given an n-element set P\subset \mathbb{R ^d, a point a \in \mathrm{conv \conv P, and an integer r\le d, r \le n, there is a subset Q\subset P of r elements such that the distance between a and \mathrm{conv \conv Q is less then \mathrm{diam\diam P/\sqrt {2r}.
Revised: We prove a no-dimensional version of Carath\'edory's theorem: given an n-element set P\subset \mathbb{R ^d, a point a \in \mathrm{conv \conv P, and an integer r\le d, r \le n, there is a subset Q\subset P of r elements such that the distance between a and \mathrm{conv \conv Q is less than\diam P/\sqrt {2r}.
Edit intent: coherence
Original: The widely accepted view on derivatives pricing post-crisis states that - the price of a fully collateralized derivative transaction is obtained by discounting all associated cash flows with the cost of the collateral, while for a non-collateralized derivative transaction the discounting rate should be the cost of unsecured funding of the "issuing" counterparty.
Revised: The paper reviews origins of the approach to pricing derivatives post-crisis states that - the price of a fully collateralized derivative transaction is obtained by discounting all associated cash flows with the cost of the collateral, while for a non-collateralized derivative transaction the discounting rate should be the cost of unsecured funding of the "issuing" counterparty.
Edit intent: meaning-changed
Original: The widely accepted view on derivatives pricing post-crisis states that - the price of a fully collateralized derivative transaction is obtained by discounting all associated cash flows with the cost of the collateral, while for a non-collateralized derivative transaction the discounting rate should be the cost of unsecured funding of the "issuing" counterparty. The paper examines origins of this view by following three papers , that have received wide acceptance from practitioners as providing the theoretical foundations for it - [Piterbarg 2010], [Burgard and Kjaer 2010] and [Burgard and Kjaer 2013].
Revised: The widely accepted view on derivatives pricing post-crisis by following three papers , that have received wide acceptance from practitioners as providing the theoretical foundations for it - [Piterbarg 2010], [Burgard and Kjaer 2010] and [Burgard and Kjaer 2013].
Edit intent: coherence
Original:  The paper examines origins of this view by following three papers , that have received wide acceptance from practitioners as providing the theoretical foundations for it - [Piterbarg 2010], [Burgard and Kjaer 2010] and [Burgard and Kjaer 2013].
Revised:  The paper examines origins of this view by following three papers that have received wide acceptance from practitioners as providing the theoretical foundations for it - [Piterbarg 2010], [Burgard and Kjaer 2010] and [Burgard and Kjaer 2013].
Edit intent: fluency