wanyu/IteraTeR_v2 huggingface dataset:
Original:  With the growing availability of bibliographic data these statistical errors can be reduced by merging methods of thematic grouping, citation networks and keyword co-usage networks .
Revised:  With the growing availability of bibliographic data these statistical errors can be reduced by merging methods of thematic grouping, citation networks and keyword co-usage .
Edit intent: clarity
Original:  In this paper we discuss three approaches for describing geometric figures (declarative , procedural, analytic ), and present algorithms for querying geometric figures in either declaratively or analytically described corpora, by using a DGS or a dedicated controlled natural language for queries.
Revised:  In this paper we discuss three approaches for describing geometric figures (declarative and procedural ), and present algorithms for querying geometric figures in either declaratively or analytically described corpora, by using a DGS or a dedicated controlled natural language for queries.
Edit intent: coherence
Original:  In this paper we discuss three approaches for describing geometric figures (declarative , procedural, analytic ), and present algorithms for querying geometric figures in either declaratively or analytically described corpora, by using a DGS or a dedicated controlled natural language for queries.
Revised:  In this paper we discuss three approaches for describing geometric figures (declarative , procedural, analytic ), and present algorithms for querying geometric figures in declaratively and procedurally described corpora, by using a DGS or a dedicated controlled natural language for queries.
Edit intent: clarity
Original: A novel concept for pressure actuated cellular structures that allows the design of actuators capable of altering their shape between any two given one-dimensional functions was published by Pagitz et al 2012 Bioinspir.
Revised: A novel concept for pressure actuated cellular structures that can change their shape between any two given one-dimensional functions was published by Pagitz et al 2012 Bioinspir.
Edit intent: clarity
Original:  Biomim. 7. However, the underlying computational framework is limited to two rows of cells and assumes perfect hinges at cell corners .
Revised:  Biomim. 7. However, the underlying computational framework is limited to two cell rows and assumes frictionless cell corner hinges .
Edit intent: clarity
Original:  This article extends the previous work to cellular structures with an arbitrary number of cell rows and thus allows the design of actuators that can change their shape between more than two given functions.
Revised:  This article extends previous work by taking into account an arbitrary number of cell rows and thus allows the design of actuators that can change their shape between more than two given functions.
Edit intent: clarity
Original:  Biomim. 7. However, the underlying computational framework is limited to two cell rows and assumes frictionless cell corner hinges.
Revised:  Biomim. 7. However, the underlying computational framework is limited to two cell rows and central cell corner hinges.
Edit intent: clarity
Original:  This article extends previous work by taking into account an arbitrary number of cell rows, hinge eccentricities and rotational prings at hinges.
Revised:  This article extends these results by taking into account an arbitrary number of cell rows, hinge eccentricities and rotational prings at hinges.
Edit intent: clarity
Original:  Furthermore,  a potential based optimization approach is introduced that reduces the  number of iterations by an order of magnitude  .
Revised:  Furthermore, we introduce a potential based optimization approach is introduced that reduces the number of iterations by an order of magnitude .
Edit intent: coherence
Original:  Furthermore,  a potential based optimization approach is introduced that reduces the  number of iterations by an order of magnitude  .
Revised:  Furthermore, a potential based optimization approach that reduces the number of iterations by an order of magnitude .
Edit intent: coherence
Original: Previous work introduced a novel concept for pressure actuated cellular structures that can change their shape between any two given one-dimensional C1 continuous functions.
Revised: Biologically inspired pressure actuated cellular structures that can change their shape between any two given one-dimensional C1 continuous functions.
Edit intent: clarity
Original:  This article  extends these results by taking into account an arbitrary number of cell rows,  hinge eccentricities and rotational as well as  axial cell side springs.
Revised:  This article extends these results by taking into account an arbitrary number of cell rows, hinge eccentricities and rotational as well as rotational and axial cell side springs.
Edit intent: coherence
Original:  This allows the design of compliant pressure actuated cellular structures that can change their shape between any given set of one-dimensional C1 continuous functions .
Revised:  This allows the design of compliant pressure actuated cellular structures that can change their form from one shape to another within a set of one-dimensional C1 continuous functions .
Edit intent: clarity
Original: The %DIFDELCMD < {\em %%% spectrum of a first-order logic sentence is the set of natural numbers that are cardinalities of its finite models.
Revised: The %DIFDELCMD < {\em %%% spectrum of a first-order logic sentence is the set of natural numbers that are cardinalities of its finite models.
Edit intent: fluency
Original:  In this note we study the hierarchy of first-order spectra based on the number of variables.
Revised:  In this paper we study the hierarchy of first-order spectra based on the number of variables.
Edit intent: clarity
Original:  However, despite the fact that more variables can express more spectra, we also show that to show whether the first-order spectra are closed under complement, it is sufficient to consider sentences using only three variables and binary relations.
Revised:  However, despite the fact that more variables can express more spectra, we show that to show whether the first-order spectra are closed under complement, it is sufficient to consider sentences using only three variables and binary relations.
Edit intent: clarity
Original:  However, despite the fact that more variables can express more spectra, we also show that to show whether the first-order spectra are closed under complement, it is sufficient to consider sentences using only three variables and binary relations.
Revised:  However, despite the fact that more variables can express more spectra, we also show that to establish whether the class of first-order spectra are closed under complement, it is sufficient to consider sentences using only three variables and binary relations.
Edit intent: clarity
Original:  However, despite the fact that more variables can express more spectra, we also show that to show whether the first-order spectra are closed under complement, it is sufficient to consider sentences using only three variables and binary relations.
Revised:  However, despite the fact that more variables can express more spectra, we also show that to show whether the first-order spectra is closed under complement, it is sufficient to consider sentences using only three variables and binary relations.
Edit intent: fluency
Original:  But the correctness of many applications depends on strong consistency properties -- something that can impose substantial overheads, since it requires coordinating the behavior of multiple nodes.
Revised:  But correctness of many applications depends on strong consistency properties -- something that can impose substantial overheads, since it requires coordinating the behavior of multiple nodes.
Edit intent: coherence
Original:  But the correctness of many applications depends on strong consistency properties -- something that can impose substantial overheads, since it requires coordinating the behavior of multiple nodes.
Revised:  But the correctness of many applications depends on strong consistency properties - something that can impose substantial overheads, since it requires coordinating the behavior of multiple nodes.
Edit intent: fluency
Original:  That is, given a string \(S [1..n]\), in O ] (n \log n) time our algorithm returns the minimum number of palindromes \(S_1, \ldots, S_\ell\) such that \(S = S_1 \cdots S_\ell\) .
Revised:  That is, given a string S ] (n \log n) time our algorithm returns the minimum number of palindromes \(S_1, \ldots, S_\ell\) such that \(S = S_1 \cdots S_\ell\) .
Edit intent: clarity
Original: The formation of new bone involves both the deposition of bone matrix by cells called osteoblasts , and the formation of a network of cells embedded within the bone matrix, called osteocytes.
Revised: The formation of new bone involves both the deposition of bone matrix , and the formation of a network of cells embedded within the bone matrix, called osteocytes.
Edit intent: clarity
Original:  Whilst osteoblast burial determines the density of osteocytes, the expanding network of osteocytes regulates in turn osteoblast activity and osteoblast burial through their interconnected cell processes .
Revised:  Whilst osteoblast burial determines the density of osteocytes, the expanding network of osteocytes regulates in turn osteoblast activity and osteoblast burial .
Edit intent: clarity
Original:  In this contribution , a spatiotemporal continuous model is proposed to investigate the osteoblast-to-osteocyte transition.
Revised:  In this paper , a spatiotemporal continuous model is proposed to investigate the osteoblast-to-osteocyte transition.
Edit intent: clarity
Original:  This mathematical result is used with experimental measurements of osteocyte lacuna distributions in a human cortical bone sample to determine for the first time the rate of burial of osteoblasts in bone matrix.
Revised:  This mathematical result is used with experimental measurements of osteocyte lacuna densities are used to estimate the rate of burial of osteoblasts in bone matrix.
Edit intent: clarity
Original:  Our results suggest that in the bone specimen analysed : (i) burial rate decreases during osteonal infilling, and (ii) the control of osteoblast burial by osteocytes is likely to emanate as a collective signal from a large group of osteocytes, rather than from the osteocytes closest to the bone deposition front.
Revised:  These results suggest that in the bone specimen analysed : (i) burial rate decreases during osteonal infilling, and (ii) the control of osteoblast burial by osteocytes is likely to emanate as a collective signal from a large group of osteocytes, rather than from the osteocytes closest to the bone deposition front.
Edit intent: fluency
Original:  Our results suggest that in the bone specimen analysed : (i) burial rate decreases during osteonal infilling, and (ii) the control of osteoblast burial by osteocytes is likely to emanate as a collective signal from a large group of osteocytes, rather than from the osteocytes closest to the bone deposition front.
Revised:  Our results suggest that : (i) burial rate decreases during osteonal infilling, and (ii) the control of osteoblast burial by osteocytes is likely to emanate as a collective signal from a large group of osteocytes, rather than from the osteocytes closest to the bone deposition front.
Edit intent: clarity
Original:  This algorithm is simple in implementation but is also asymptotically optimal under mild conditions.
Revised:  This algorithm is simple to implement but is also asymptotically optimal under mild conditions.
Edit intent: clarity
Original:  Finally, by running simulations and real experiments on an outdoor testbed, we verify that the proposed scheme is energy-efficient, has low communication overhead and is robust to network changes.
Revised:  Finally, by running simulations and real experiments on an outdoor testbed, we verify that the proposed scheme is energy-efficient, has low communication overhead and reacts rapidly to network changes.
Edit intent: clarity
Original:  Here I present theoretical analyses showing that the diversity of m\'etiers - combinations of technology and fishing grounds - and technical efficiencies in a fishing fleet can be important determinants of the productivity, profitability, and ecological impacts of fisheries, particularly mixed-stock or multispecies fisheries.
Revised:  Here I present theoretical analyses showing that the diversity of m\'etiers - combinations of technology and fishing grounds - and technical efficiencies in a fishing fleet have important impacts on the productivity, profitability, and ecological impacts of fisheries, particularly mixed-stock or multispecies fisheries.
Edit intent: clarity
Original:  Diversification of m\'etiers can increase yields and reduce adverse ecological impacts in both managed and open-access multispecies fisheries.
Revised:  Diversification of m\'etiers can increase yields and reduce adverse ecological impacts in both managed and unmanaged multispecies fisheries.
Edit intent: clarity
Original:  Diversification of technical efficiencies creates opportunities for larger profits in well-managed fisheries, but often decreases yields and worsens ecological impacts in open-access fisheries.
Revised:  Diversification of technical efficiencies creates opportunities for larger profits in managed fisheries, but often decreases yields and worsens ecological impacts in open-access fisheries.
Edit intent: clarity
Original:  These results suggest that the potential impact of management may be highest in fisheries with diverse fleets , highlighting the importance of managing large, international fisheries such as those targeting tunas .
Revised:  These results suggest that the potential impact of management may be highest in fisheries with diverse fleets .
Edit intent: clarity
Original:  Assessments based on the ROUGE metric indicate that the adaptive similarity mechanism is best suited for tracking evolving stories on Twitter.
Revised:  Assessments based on the ROUGE metric indicate that an adaptive similarity mechanism is best suited for tracking evolving stories on Twitter.
Edit intent: fluency
Original:  This is a non-trivial text analytics task as tweets are short, and standard text similarity metrics often fail as stories evolve over time.
Revised:  This is a non-trivial text analytics task as tweets are short, and standard retrieval methods often fail as stories evolve over time.
Edit intent: clarity
Original:  In this paper we examine the effectiveness of adaptive text similarity mechanisms for tracking and summarizing breaking news stories.
Revised:  In this paper we examine the effectiveness of adaptive mechanisms for tracking and summarizing breaking news stories.
Edit intent: clarity
Original:  Assessments based on the ROUGE metric indicate that an adaptive similarity mechanism is best suited for tracking evolving stories on Twitter.
Revised:  Assessments based on ROUGE metrics indicate that an adaptive similarity mechanism is best suited for tracking evolving stories on Twitter.
Edit intent: fluency
Original:  Assessments based on the ROUGE metric indicate that an adaptive similarity mechanism is best suited for tracking evolving stories on Twitter.
Revised:  Assessments based on the ROUGE metric indicate that an adaptive approaches are best suited for tracking evolving stories on Twitter.
Edit intent: clarity
Original:  In particular, we show that the two couplings are both limits of a third coupling strategy we call the "local-CRP" coupling, with the split coupling method arising as a key parameter goes to infinity, and the common reaction path method arising as the same parameter goes to zero.
Revised:  In particular, we show that the two couplings are both limits of a third coupling strategy we call the "local-CRP" coupling, with the split coupling method arising as a key parameter goes to infinity, and the common reaction path coupling arising as the same parameter goes to zero.
Edit intent: fluency
Original: This paper extends 3D simulation results of layer hatching process strategies for additive manufacturing by electron beam melting (EBM) applications to exploit the future energy potential of electron guns with higher beam power.
Revised: This paper investigates in hatching process strategies for additive manufacturing by electron beam melting (EBM) applications to exploit the future energy potential of electron guns with higher beam power.
Edit intent: clarity
Original:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Revised:  The simulation software has already been validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Edit intent: clarity
Original:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Revised:  The numerical implementation is validated on the basis of experiments up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Edit intent: clarity
Original:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Revised:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power by hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Edit intent: clarity
Original:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Revised:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Edit intent: clarity
Original:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Revised:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Edit intent: fluency
Original:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Revised:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Edit intent: clarity
Original:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Revised:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` uneven ', depending on the part density and quality of the surface .
Edit intent: fluency
Original:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on the part density and quality of the surface .
Revised:  The numerical implementation is validated on the basis of an experimental process window up to 1.2 kW beam power of hatching a cuboid with a basic , state-of-the-art process strategy, whereby the numerical results are classified into three categories: `porous', `good' and ` swelling ', depending on their relative density and top surface smoothness .
Edit intent: clarity
Original:  In this paper we extend and improve the basic process strategy , to use higher beam powers .
Revised:  In this paper we extend and improve the basic process strategy in terms of higher beam powers .
Edit intent: clarity
Original:  These process strategies can be used to improve the quality of the parts, reduce the build time and costs, maximize the beam power usage and , therefore , use the full potential of high power electron  guns.
Revised:  These process strategies are suitable to reduce the build time and costs, maximize the beam power usage and , therefore , use the full potential of high power electron guns.
Edit intent: clarity
Original:  These process strategies can be used to improve the quality of the parts, reduce the build time and costs, maximize the beam power usage and , therefore , use the full potential of high power electron  guns.
Revised:  These process strategies can be used to improve the quality of the parts, reduce the build time and costs, maximize the beam power usage and therefore use the potential of high power electron guns.
Edit intent: clarity
Original:  These process strategies can be used to improve the quality of the parts, reduce the build time and costs, maximize the beam power usage and , therefore , use the full potential of high power electron  guns.
Revised:  These process strategies can be used to improve the quality of the parts, reduce the build time and costs, maximize the beam power usage and , therefore , use the full potential of high power electron beam guns.
Edit intent: clarity
Original: We prove that deciding if a Traveling Salesman Problem (TSP) tour is minimal is coNP-complete .
Revised: The problem of deciding if a Traveling Salesman Problem (TSP) tour is minimal is coNP-complete .
Edit intent: clarity