wanyu/IteraTeR_full_sent huggingface dataset:
Original:  The method is based on the quantile hedging approach presented in \mbox{%DIFAUXCMD FL10pt%DIFAUXCMD , \mbox{%DIFAUXCMD FL2 }0pt%DIFAUXCMD and developed for the multidimensional options in \mbox{%DIFAUXCMD Barski}0pt%DIFAUXCMD }  .
Revised:  The method is based on the quantile hedging approach presented in \mbox{%DIFAUXCMD FL10pt%DIFAUXCMD , \mbox{%DIFAUXCMD FL2 }0pt%DIFAUXCMD and developed for the multidimensional options in \mbox{%DIFAUXCMD Barski}0pt%DIFAUXCMD } derived .
Edit intent: fluency
Original: In this note we give, for a spectrally negative L\'evy process, a compact formula for the Parisian ruin probability, which is defined by the probability that the process exhibits an excursion below zero which length exceeds a certain fixed period r.
Revised: In this note we give, for a spectrally negative Levy process, a compact formula for the Parisian ruin probability, which is defined by the probability that the process exhibits an excursion below zero which length exceeds a certain fixed period r.
Edit intent: fluency
Original: In this note we give, for a spectrally negative L\'evy process, a compact formula for the Parisian ruin probability, which is defined by the probability that the process exhibits an excursion below zero which length exceeds a certain fixed period r.
Revised: In this note we give, for a spectrally negative L\'evy process, a compact formula for the Parisian ruin probability, which is defined by the probability that the process exhibits an excursion below zero , with a length that exceeds a certain fixed period r.
Edit intent: clarity
Original: We consider the problem of jointly optimizing channel pairing, channel-user assignment, and power allocation  in a single-relay cooperative system with multiple channels and multiple users , under several common relaying strategies .
Revised: We consider the problem of jointly optimizing channel pairing, channel-user assignment, and power allocation , to maximize the weighted sum-rate, in a single-relay cooperative system with multiple channels and multiple users , under several common relaying strategies .
Edit intent: meaning-changed
Original: We consider the problem of jointly optimizing channel pairing, channel-user assignment, and power allocation  in a single-relay cooperative system with multiple channels and multiple users , under several common relaying strategies . Both weighted sum-rate and max-min rate are consideredas the optimization objective , and transmission power constraints are imposed on both individual transmitters and the aggregate over all transmitters.
Revised: We consider the problem of jointly optimizing channel pairing, channel-user assignment, and power allocation in a single-relay cooperative system with multiple channels and multiple users . Common relaying strategies are considered , and transmission power constraints are imposed on both individual transmitters and the aggregate over all transmitters.
Edit intent: coherence
Original:  Despite the general expectation that such problems are intractable, we construct an efficient algorithm to find an optimal solution, which incurs computational complexity that is polynomial in the number of channels and the number of users . The proposed solution is based on continuous relaxation, which usually only leads to heuristic or approximate solutions, but the rich structure in our problem renders it an exception. By observing the special structure of a three-dimensional assignment problem derived from the original problem, we show that the obtained solution is not only optimal, but also computationally efficient through judicious choices of the optimization trajectory .
Revised:  Despite the general expectation that such problems are intractable, we construct an efficient algorithm to find an optimal solution, which incurs computational complexity that is polynomial in the number of channels and the number of users .
Edit intent: coherence
Original:  Based on a commonly observed asymptotic distribution for the volume of large trades, it says that market impact should increase asymptotically roughly as the square root of size, with average permanent impact relaxing to about two thirds of peak impact.
Revised:  Based on the commonly observed asymptotic distribution for the volume of large trades, it says that market impact should increase asymptotically roughly as the square root of size, with average permanent impact relaxing to about two thirds of peak impact.
Edit intent: fluency
Original: The performance of many common Internet applications can benefit from out-of-order delivery, a feature all IETF transportssince TCPhave included. Yet latency-sensitive applications still frequently build on in-order TCP despite its performance drawbacks, for reasons such as network compatibility and TCP's cultural inertia.
Revised: Internet applications increasingly employ TCP not as a stream abstraction, but as a substrate for application-level transports, a use that converts TCP's in-order TCP despite its performance drawbacks, for reasons such as network compatibility and TCP's cultural inertia.
Edit intent: meaning-changed
Original:  Yet latency-sensitive applications still frequently build on in-order TCP despite its performance drawbacks, for reasons such as network compatibility and TCP's cultural inertia. We introduce uTCP, an API extension that adds out-of-order delivery support without changing TCP 's wire protocol, by delivering received TCP segments to the application immediately on arrival along with sequence number metadata.
Revised:  Yet latency-sensitive applications still frequently build on in-order TCP despite its performance drawbacks, for reasons such as network compatibility and TCP's use as a substrate likely to grow, we offer Minion, an architecture for backward-compatible out-of-order delivery support without changing TCP 's wire protocol, by delivering received TCP segments to the application immediately on arrival along with sequence number metadata.
Edit intent: meaning-changed
Original:  We introduce uTCP, an API extension that adds out-of-order delivery support without changing TCP 's wire protocol, by delivering received TCP segments to the application immediately on arrival along with sequence number metadata. To obtain robust out-of-order delivery across middleboxes that may re-segment TCP flows, the application employs a "record-marking" content encoding such as COBS, allowing the receiver to extract records from a byte stream with arbitrary holes.
Revised:  We introduce uTCP, an API extension that adds out-of-order delivery atop TCP and TLS. Small OS API extensions allow applications to manage TCP's send buffer and to receive TCP segments out-of-order delivery across middleboxes that may re-segment TCP flows, the application employs a "record-marking" content encoding such as COBS, allowing the receiver to extract records from a byte stream with arbitrary holes.
Edit intent: meaning-changed
Original:  To obtain robust out-of-order delivery across middleboxes that may re-segment TCP flows, the application employs a "record-marking" content encoding such as COBS, allowing the receiver to extract records from a byte stream with arbitrary holes. TLS can also serve as such an encoding, enabling applications to obtain out-of-order delivery in a stream indistinguishable in the network from conventional TLS over TCP . With uTCP, for example, voice/videoconferencing applications can obtain performance comparable to that of UDP-based operation, even when forced to tunnel over TCP-based HTTP or HTTPS connections for network compatibility reasons .
Revised:  To obtain robust out-of-order . Atop these extensions, Minion builds application-level protocols offering true unordered datagram delivery, within streams preserving strict wire-compatibility with unsecured or TLS-secured TCP connections. Minion's protocols can run on unmodified TCP stacks, but benefit incrementally when either endpoint is upgraded, for a backward-compatible deployment path. Experiments suggest that Minion can noticeably improve the performance of applications such as conferencing, virtual private networking, and web browsing, while incurring minimal CPU or bandwidth costs .
Edit intent: clarity
Original: The social role of any company is to get the maximum profitability with the less risk. Due to Basel III, banks should now raise their minimum capital levels on an individual basis, with the aim of lowering the probability for a large crash to occur. Such implementation assumes that with higher minimum capital levels it becomes more probable that the value of the assets drop bellow the minimum level and consequently expects the number of bank defaults to drop also.
Revised: We address the problem of banking system resilience by applying off-equilibrium statistical physics to a system of particles, representing the economic agents, modelled according to the theoretical foundation of the current banking regulation, the so called Merton-Vasicek model. Economic agents are attracted to each other to exchange `economic energy', forming a network of trades. When the capital level of one economic agent drops below a minimum, the assets drop bellow the minimum level and consequently expects the number of bank defaults to drop also.
Edit intent: meaning-changed
Original:  Such implementation assumes that with higher minimum capital levels it becomes more probable that the value of the assets drop bellow the minimum level and consequently expects the number of bank defaults to drop also. We present evidence that in such new financial reality large crashes are avoid only if one assumes that banks will accept quietly the drop of business levels, which is counter-nature.
Revised:  Such implementation assumes that with higher minimum capital levels it becomes more probable that the value of the economic agent becomes insolvent. The insolvency of one single economic agent affects the economic energy of all its neighbours which thus become susceptible to insolvency, being able to trigger a chain of insolvencies (avalanche). We show that the distribution of avalanche sizes follows a power-law whose exponent depends on the minimum capital level. Furthermore, we present evidence that in such new financial reality large crashes are avoid only if one assumes that banks will accept quietly the drop of business levels, which is counter-nature.
Edit intent: meaning-changed
Original:  We present evidence that in such new financial reality large crashes are avoid only if one assumes that banks will accept quietly the drop of business levels, which is counter-nature. Our perspective steams from statistical physics and gives hints for improving bank system resilience. Stock markets exhibit critical behavior and scaling features, showing a power-law for the amplitude of financial crisis. By modeling a financial network where critical behavior naturally emerges it is possible to show that bank system resilience is not favored by raising the levels of capital. Due to the complex nature of the financial network, only the probability of bank default is affected and not the magnitude of a money market crisis. Further, assuming that banks will try to restore  business levels, raising diversification and lowering their individual risk, the dimension of the entire financial network will increase, which has the natural consequence of raising the probability of large crisis .
Revised:  We present evidence that in such new financial reality large crashes are avoid only if one assumes that banks will accept quietly the drop of business levels, while keeping their trading attitudes and policies unchanged. The alternative assumption, that agents will try to restore business levels, raising diversification and lowering their individual risk, the dimension of the entire financial network will increase, which has the natural consequence of raising the probability of large crisis .
Edit intent: coherence
Original:  Further, assuming that banks will try to restore  business levels, raising diversification and lowering their individual risk, the dimension of the entire financial network will increase, which has the natural consequence of raising the probability of large crisis .
Revised:  Further, assuming that banks will try to restore their business levels, raising diversification and lowering their individual risk, the dimension of the entire financial network will increase, which has the natural consequence of raising the probability of large crisis .
Edit intent: fluency
Original:  We consider a multidimensional model which is an extension of the usual Black-Scholes (BS) model, in the sense that the volatility is a progressively measurable function of the stock . For this case we show that the super-replication price is the cheapest cost of a trivial super-replication strategy.
Revised:  We consider a multidimensional continuous time model, in which the discounted stock price process satisfies the conditional full support property. We show that the super-replication price is the cheapest cost of a trivial super-replication strategy.
Edit intent: meaning-changed
Original:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Revised:  This result is an extension of previous papers (see [ 3 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Edit intent: meaning-changed
Original:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Revised:  This result is an extension of previous papers (see [ 1 ] 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Edit intent: fluency
Original:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Revised:  This result is an extension of previous papers (see [ 1 ] , %DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Edit intent: clarity
Original:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Revised:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Edit intent: fluency
Original:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Revised:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , and [ 11 ]) in which only European options with Markovian structure were considered.
Edit intent: meaning-changed
Original:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Revised:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 7 ]) in which only European options with Markovian structure were considered.
Edit intent: meaning-changed
Original:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered.
Revised:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) which considered only European options with Markovian structure were considered.
Edit intent: clarity
Original:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options with Markovian structure were considered. In [ 4 ] and 5%DIFDELCMD < ] %%% the authors suggested a purely probabilistic approach which is based on the Skorohod embedding and does not require a Markovian structure, but is limited to the one dimensional case.
Revised:  This result is an extension of previous papers (see [ 1 ] , 2%DIFDELCMD < ]%%% , 10 and [ 11 ]) in which only European options . In these papers the authors showed that with the presence of proportional transaction costs the super--replication price of a European option is given in terms of the concave envelope of the payoff function. In the present work we prove that for game options the super-replication price is given by a game variant analog of the standard concave envelope term. The treatment of game options is more complicated and requires additional tools. We combine the theory of consistent price systems together with the theory of extended weak convergence which was developed in [ 4 ] and 5%DIFDELCMD < ] %%% the authors suggested a purely probabilistic approach which is based on the Skorohod embedding and does not require a Markovian structure, but is limited to the one dimensional case.
Edit intent: meaning-changed
Original:  In [ 4 ] and 5%DIFDELCMD < ] %%% the authors suggested a purely probabilistic approach which is based on the Skorohod embedding and does not require a Markovian structure, but is limited to the one dimensional case.
Revised:  In [ 1 ] and 5%DIFDELCMD < ] %%% the authors suggested a purely probabilistic approach which is based on the Skorohod embedding and does not require a Markovian structure, but is limited to the one dimensional case.
Edit intent: meaning-changed
Original:  In [ 4 ] and 5%DIFDELCMD < ] %%% the authors suggested a purely probabilistic approach which is based on the Skorohod embedding and does not require a Markovian structure, but is limited to the one dimensional case.
Revised:  In [ 4 ] 5%DIFDELCMD < ] %%% the authors suggested a purely probabilistic approach which is based on the Skorohod embedding and does not require a Markovian structure, but is limited to the one dimensional case.
Edit intent: coherence
Original:  In [ 4 ] and 5%DIFDELCMD < ] %%% the authors suggested a purely probabilistic approach which is based on the Skorohod embedding and does not require a Markovian structure, but is limited to the one dimensional case.
Revised:  In [ 4 ] and %DIFDELCMD < ] %%% the authors suggested a purely probabilistic approach which is based on the Skorohod embedding and does not require a Markovian structure, but is limited to the one dimensional case.
Edit intent: clarity
Original:  In [ 4 ] and 5%DIFDELCMD < ] %%% the authors suggested a purely probabilistic approach which is based on the Skorohod embedding and does not require a Markovian structure, but is limited to the one dimensional case. In this paper we propose another purely probabilistic approach which is based on the unpublished manuscript 7 .
Revised:  In [ 4 ] and 5%DIFDELCMD < ] %%% 7 .
Edit intent: coherence
Original:  In this and in a companion paper  ] , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated) and across several years.
Revised:  In this and in a companion paper (see arXiv:1103.1249 ] , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated) and across several years.
Edit intent: meaning-changed
Original:  In this and in a companion paper  ] , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated) and across several years.
Revised:  In this and in a companion paper physics.soc-ph] , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated) and across several years.
Edit intent: meaning-changed
Original:  In this and in a companion paper  ] , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated) and across several years.
Revised:  In this and in a companion paper ]) , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated) and across several years.
Edit intent: fluency
Original:  In this and in a companion paper (see arXiv:1103.1249 physics.soc-ph%DIFDELCMD < ]%%% ) , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated  ) and across several years.
Revised:  In this and in a companion paper physics.soc-ph%DIFDELCMD < ]%%% ) , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated ) and across several years.
Edit intent: coherence
Original:  In this and in a companion paper (see arXiv:1103.1249 physics.soc-ph%DIFDELCMD < ]%%% ) , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated  ) and across several years.
Revised:  In this and in a companion paper (see arXiv:1103.1249 %DIFDELCMD < ]%%% ) , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated ) and across several years.
Edit intent: clarity
Original:  In this and in a companion paper (see arXiv:1103.1249 physics.soc-ph%DIFDELCMD < ]%%% ) , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated  ) and across several years.
Revised:  In this and in a companion paper (see arXiv:1103.1249 physics.soc-ph%DIFDELCMD < ]%%% , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated ) and across several years.
Edit intent: fluency
Original:  In this and in a companion paper (see arXiv:1103.1249 physics.soc-ph%DIFDELCMD < ]%%% ) , we employ a recently-proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated  ) and across several years.
Revised:  In this and in a companion paper (see arXiv:1103.1249 physics.soc-ph%DIFDELCMD < ]%%% ) , we employ a recently proposed randomization method to assess in detail the role that local properties have in shaping higher-order patterns of the ITN in all its possible representations (binary/weighted, directed/undirected, aggregated/disaggregated ) and across several years.
Edit intent: fluency