wanyu/IteraTeR_v2 huggingface dataset:
Original:  , despite a difference in bladder volume from 100 mL to 100 L . This feat is made possible by the increasing urethra length of large animals which amplifies gravitational force and flow rate.
Revised:  . This feat is made possible by the increasing urethra length of large animals which amplifies gravitational force and flow rate.
Edit intent: coherence
Original:  , despite a difference in bladder volume from 100 mL to 100 L . This feat is made possible by the increasing urethra length of large animals which amplifies gravitational force and flow rate.
Revised:  , despite a difference in bladder volume from 100 mL to 100 L . This feat is made possible by larger animals having longer urethras, thus higher gravitational force and flow rate.
Edit intent: clarity
Original:  Our findings reveal the urethra evolved as a flow-enhancing device, enabling the urinary system to be scaled up without compromising its function.
Revised:  Our findings reveal the urethra constitutes as a flow enhancing device, enabling the urinary system to be scaled up without compromising its function.
Edit intent: clarity
Original:  Many biochemical networks, however, operate on a scale insufficient to justify the assumptions of the deterministic mass-action model, which raises the question of whether the long-term dynamics of the systems are being accurately captured when the deterministic model predicts stability.
Edit intent: coherence
Original:  If the time to absorption is large relative to the relevant time-scales of the system, the process will very likely seem to settle down to an equilibrium long before the resulting instability will appear .
Revised:  If the time to extinction is large relative to the relevant time-scales of the system, the process will very likely seem to settle down to an equilibrium long before the resulting instability will appear .
Edit intent: clarity
Original:  If the time to absorption is large relative to the relevant time-scales of the system, the process will very likely seem to settle down to an equilibrium long before the resulting instability will appear .
Revised:  If the time to absorption is large relative to the relevant time-scales of the system, the process will appear to settle down to an equilibrium long before the resulting instability will appear .
Edit intent: clarity
Original:  If the time to absorption is large relative to the relevant time-scales of the system, the process will very likely seem to settle down to an equilibrium long before the resulting instability will appear .
Revised:  If the time to absorption is large relative to the relevant time-scales of the system, the process will very likely seem to settle down to a stationary distribution long before the resulting instability will appear .
Edit intent: clarity
Original:  If the time to absorption is large relative to the relevant time-scales of the system, the process will very likely seem to settle down to an equilibrium long before the resulting instability will appear .
Revised:  If the time to absorption is large relative to the relevant time-scales of the system, the process will very likely seem to settle down to an equilibrium long before the inevitable extinction will occur .
Edit intent: clarity
Original:  As an application of this framework ] ]  , we obtain a quantum algorithm that finds a 4-clique in a 3-uniform hypergraph using%DIFDELCMD < \tilde %%% O(n ^{241/128 O(n^{1.883}) queries, while na\"{i combinations of vertices only gives O(n^{ 2 }).
Revised:  As an application of this framework ] ] , we obtain a quantum algorithm for finding a 4-clique in a 3-uniform hypergraph using%DIFDELCMD < \tilde %%% O(n ^{241/128 O(n^{1.883}) queries, while na\"{i combinations of vertices only gives O(n^{ 2 }).
Edit intent: fluency
Original:  As an application of this framework ] ]  , we obtain a quantum algorithm that finds a 4-clique in a 3-uniform hypergraph using%DIFDELCMD < \tilde %%% O(n ^{241/128 O(n^{1.883}) queries, while na\"{i combinations of vertices only gives O(n^{ 2 }).
Revised:  As an application of this framework ] ] , we obtain a quantum algorithm that finds a 4-clique in a 3-uniform hypergraph %DIFDELCMD < \tilde %%% O(n ^{241/128 O(n^{1.883}) queries, while na\"{i combinations of vertices only gives O(n^{ 2 }).
Edit intent: fluency
Original:  As an application of this framework ] ]  , we obtain a quantum algorithm that finds a 4-clique in a 3-uniform hypergraph using%DIFDELCMD < \tilde %%% O(n ^{241/128 O(n^{1.883}) queries, while na\"{i combinations of vertices only gives O(n^{ 2 }).
Revised:  As an application of this framework ] ] , we obtain a quantum algorithm that finds a 4-clique in a 3-uniform hypergraph using%DIFDELCMD < \tilde %%% O(n ^{241/128 O(n^{1.883}) combinations of vertices only gives O(n^{ 2 }).
Edit intent: coherence
Original: In Application layer multicast (ALM) ( also called Overlay Multicast ), multicast-related functionalities are moved to end-hosts.
Revised:  Application layer multicast (ALM) ( also called Overlay Multicast ), multicast-related functionalities are moved to end-hosts.
Edit intent: coherence
Original: In Application layer multicast (ALM) ( also called Overlay Multicast ), multicast-related functionalities are moved to end-hosts.
Revised: In Application layer multicast (ALM) also called Overlay Multicast ), multicast-related functionalities are moved to end-hosts.
Edit intent: fluency
Original:   The key advantages, overlays offers , are flexibility, adaptability and ease of deployment [1].
Revised:  The key advantages, overlays offer , are flexibility, adaptability and ease of deployment [1].
Edit intent: fluency
Original:  The major concern in designing ALM protocol is how to build and maintain a topology , to route data efficiently and reliably  .
Revised:  The major concern in designing ALM protocol is the mechanism to build and maintain a topology , to route data efficiently and reliably .
Edit intent: clarity
Original:  The major concern in designing ALM protocol is how to build and maintain a topology , to route data efficiently and reliably  .
Revised:  The major concern in designing ALM protocol is how to build and maintain a topology and to route data efficiently and reliably .
Edit intent: coherence
Original:  The major concern in designing ALM protocol is how to build and maintain a topology , to route data efficiently and reliably  .
Revised:  The major concern in designing ALM protocol is how to build and maintain a topology , to route data efficiently and reliably in this topology .
Edit intent: clarity
Original:  A fully dynamic algorithm is run over the overlay topology to insert new links to maintain biconnectivity while deleting the redundant links  .
Revised:  A fully dynamic algorithm is run over the overlay topology to maintain the biconnectivity by inserting new links and deleting the redundant links .
Edit intent: clarity
Original: Moser's shadow problem asks to find the best function f  (n) with the property that every polyhedron P in 3-space having n vertices there is some direction v {\bf  (depending on P) such that when illuminated by parallel light rays from infinity in this direction{\bf  the polyhedron casts a shadow having at least f  (n) vertices.
Revised: Moser's shadow problem asks to find the best function f (n) with the property that every polyhedron P in 3-space with n vertices there is some direction v {\bf (depending on P) such that when illuminated by parallel light rays from infinity in this direction{\bf the polyhedron casts a shadow having at least f (n) vertices.
Edit intent: fluency
Original: Moser's shadow problem asks to find the best function f  (n) with the property that every polyhedron P in 3-space having n vertices there is some direction v {\bf  (depending on P) such that when illuminated by parallel light rays from infinity in this direction{\bf  the polyhedron casts a shadow having at least f  (n) vertices.
Revised: Moser's shadow problem asks to find the best function f (n) with the property that every polyhedron P in 3-space having n vertices there is some direction {\bf (depending on P) such that when illuminated by parallel light rays from infinity in this direction{\bf the polyhedron casts a shadow having at least f (n) vertices.
Edit intent: clarity
Original: Moser's shadow problem asks to find the best function f  (n) with the property that every polyhedron P in 3-space having n vertices there is some direction v {\bf  (depending on P) such that when illuminated by parallel light rays from infinity in this direction{\bf  the polyhedron casts a shadow having at least f  (n) vertices.
Revised: Moser's shadow problem asks to find the best function f (n) with the property that every polyhedron P in 3-space having n vertices there is some direction v {\bf v (depending on P) such that when illuminated by parallel light rays from infinity in this direction{\bf the polyhedron casts a shadow having at least f (n) vertices.
Edit intent: fluency
Original: Moser's shadow problem asks to find the best function f  (n) with the property that every polyhedron P in 3-space having n vertices there is some direction v {\bf  (depending on P) such that when illuminated by parallel light rays from infinity in this direction{\bf  the polyhedron casts a shadow having at least f  (n) vertices.
Revised: Moser's shadow problem asks to find the best function f (n) with the property that every polyhedron P in 3-space having n vertices there is some direction v {\bf (depending on P) such that when illuminated by parallel light rays from infinity in direction{\bf the polyhedron casts a shadow having at least f (n) vertices.
Edit intent: clarity
Original: Moser's shadow problem asks to find the best function f  (n) with the property that every polyhedron P in 3-space having n vertices there is some direction v {\bf  (depending on P) such that when illuminated by parallel light rays from infinity in this direction{\bf  the polyhedron casts a shadow having at least f  (n) vertices.
Revised: Moser's shadow problem asks to find the best function f (n) with the property that every polyhedron P in 3-space having n vertices there is some direction v {\bf (depending on P) such that when illuminated by parallel light rays from infinity in this direction{\bf v the polyhedron casts a shadow having at least f (n) vertices.
Edit intent: fluency
Original:  We show that if one restricts the problem to bounded polyhedra (as Moser intended) then f (n) = \Theta (log n \big(  / log (log n)).
Revised:  We show that if one restricts the problem to bounded polyhedra (as Moser intended) then f (n) = \Theta \big( / log (log n)).
Edit intent: fluency
Original:  On the other hand, we also show that if one allows unbounded polyhedra then\big) f(n)  = \Theta ( \big( 1 ) \big) .
Revised:  On the other hand, we also show that if one allows unbounded polyhedra then\big) f(n) = \Theta \big( 1 ) \big) .
Edit intent: fluency
Original:  On the other hand, we also show that if one allows unbounded polyhedra then\big) f(n)  = \Theta ( \big( 1 ) \big) .
Revised:  On the other hand, we also show that if one allows unbounded polyhedra then\big) f(n) = \Theta ( \big( 1 \big) .
Edit intent: fluency
Original: Moser's shadow problem asks to find the best function f _{b}(n)  with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction %DIFDELCMD < {\bf %%% v (depending on P) such that when illuminated by parallel light rays from infinity in direction %DIFDELCMD < {\bf %%% v the polyhedron casts a shadow having at least f _{b}(n) vertices.
Revised: Moser's shadow problem asks to estimate the shadow function s _{b}(n) with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction %DIFDELCMD < {\bf %%% v (depending on P) such that when illuminated by parallel light rays from infinity in direction %DIFDELCMD < {\bf %%% v the polyhedron casts a shadow having at least f _{b}(n) vertices.
Edit intent: clarity
Original: Moser's shadow problem asks to find the best function f _{b}(n)  with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction %DIFDELCMD < {\bf %%% v (depending on P) such that when illuminated by parallel light rays from infinity in direction %DIFDELCMD < {\bf %%% v the polyhedron casts a shadow having at least f _{b}(n) vertices.
Revised: Moser's shadow problem asks to find the best function f _{b}(n) with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction %DIFDELCMD < {\bf %%% v (depending on P) such that when illuminated by parallel light rays from infinity in direction %DIFDELCMD < {\bf %%% v the polyhedron casts a shadow having at least f _{b}(n) vertices.
Edit intent: fluency
Original: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices  there is some direction v {\bf  (depending on P) such that  when illuminated by parallel light rays from infinity in direction v {\bf   the polyhedron casts a shadow having at least s _{b (n) vertices.
Revised: Moser's shadow problem asks to estimate the shadow function s _b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction v {\bf (depending on P) such that when illuminated by parallel light rays from infinity in direction v {\bf the polyhedron casts a shadow having at least s _{b (n) vertices.
Edit intent: fluency
Original: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices  there is some direction v {\bf  (depending on P) such that  when illuminated by parallel light rays from infinity in direction v {\bf   the polyhedron casts a shadow having at least s _{b (n) vertices.
Revised: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P with n vertices there is some direction v {\bf (depending on P) such that when illuminated by parallel light rays from infinity in direction v {\bf the polyhedron casts a shadow having at least s _{b (n) vertices.
Edit intent: clarity
Original: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices  there is some direction v {\bf  (depending on P) such that  when illuminated by parallel light rays from infinity in direction v {\bf   the polyhedron casts a shadow having at least s _{b (n) vertices.
Revised: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices in 3-space there is some direction v {\bf (depending on P) such that when illuminated by parallel light rays from infinity in direction v {\bf the polyhedron casts a shadow having at least s _{b (n) vertices.
Edit intent: fluency
Original: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices  there is some direction v {\bf  (depending on P) such that  when illuminated by parallel light rays from infinity in direction v {\bf   the polyhedron casts a shadow having at least s _{b (n) vertices.
Revised: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction {\bf (depending on P) such that when illuminated by parallel light rays from infinity in direction v {\bf the polyhedron casts a shadow having at least s _{b (n) vertices.
Edit intent: fluency
Original: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices  there is some direction v {\bf  (depending on P) such that  when illuminated by parallel light rays from infinity in direction v {\bf   the polyhedron casts a shadow having at least s _{b (n) vertices.
Revised: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction v {\bf v (depending on P) such that when illuminated by parallel light rays from infinity in direction v {\bf the polyhedron casts a shadow having at least s _{b (n) vertices.
Edit intent: fluency
Original: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices  there is some direction v {\bf  (depending on P) such that  when illuminated by parallel light rays from infinity in direction v {\bf   the polyhedron casts a shadow having at least s _{b (n) vertices.
Revised: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction v {\bf (depending on P) such that , when illuminated by parallel light rays from infinity in direction v {\bf the polyhedron casts a shadow having at least s _{b (n) vertices.
Edit intent: fluency
Original: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices  there is some direction v {\bf  (depending on P) such that  when illuminated by parallel light rays from infinity in direction v {\bf   the polyhedron casts a shadow having at least s _{b (n) vertices.
Revised: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction v {\bf (depending on P) such that when illuminated by parallel light rays from infinity in direction {\bf the polyhedron casts a shadow having at least s _{b (n) vertices.
Edit intent: fluency
Original: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices  there is some direction v {\bf  (depending on P) such that  when illuminated by parallel light rays from infinity in direction v {\bf   the polyhedron casts a shadow having at least s _{b (n) vertices.
Revised: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction v {\bf (depending on P) such that when illuminated by parallel light rays from infinity in direction v {\bf , the polyhedron casts a shadow having at least s _{b (n) vertices.
Edit intent: fluency
Original: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices  there is some direction v {\bf  (depending on P) such that  when illuminated by parallel light rays from infinity in direction v {\bf   the polyhedron casts a shadow having at least s _{b (n) vertices.
Revised: Moser's shadow problem asks to estimate the shadow function s _{b (n) giving the minimal value with the property that for each bounded convex polyhedron P in 3-space with n vertices there is some direction v {\bf (depending on P) such that when illuminated by parallel light rays from infinity in direction v {\bf the polyhedron casts a shadow having at least s _b (n) vertices.
Edit intent: fluency
Original:  A general version of the problem allows unbounded polyhedra as well, and has associated shadow function \mathfrak{s} _{u (n).
Revised:  A general version of the problem allows unbounded polyhedra as well, and has associated shadow function \mathfrak{s} _u (n).
Edit intent: fluency
Original:  The bounded case has answer \mathfrak{b (n) = \Theta \big( (\log n)/ (\log \log n )\big), a result following from 1989 work of Chazelle, Edelsbrunner and Guibas.
Revised:  The bounded case has answer \mathfrak{b (n) = \Theta \big( \log ( n)/ (\log \log n )\big), a result following from 1989 work of Chazelle, Edelsbrunner and Guibas.
Edit intent: fluency
Original:  The bounded case has answer \mathfrak{b (n) = \Theta \big( (\log n)/ (\log \log n )\big), a result following from 1989 work of Chazelle, Edelsbrunner and Guibas.
Revised:  The bounded case has answer \mathfrak{b (n) = \Theta \big( (\log n)/ (\log (\log (n) )\big), a result following from 1989 work of Chazelle, Edelsbrunner and Guibas.
Edit intent: fluency
Original:  We also show that \emph{  recursively-regular triangulations of a given configuration are in general not connected by geometric bistellar flips . Finally, some algorithms related to these new concepts are given and applications of the main results of the article are pointed out.
Revised:  We also define the \emph{ recursively-regular triangulations of a given configuration are in general not connected by geometric bistellar flips . Finally, some algorithms related to these new concepts are given and applications of the main results of the article are pointed out.
Edit intent: clarity
Original:  Bridging this gap between how we would like to access images versus their typical representation is the goal of image parsing  .
Revised:  Bridging this gap between how humans would like to access images versus their typical representation is the goal of image parsing .
Edit intent: clarity
Original:  In this paper we propose treating nouns as object labels and adjectives as visual attributes .
Revised:  In this paper we propose treating nouns as object labels and adjectives as visual attribute labels .
Edit intent: fluency
Original:  We propose an efficient (interactive time) solution to this problem .
Revised:  We propose an efficient (interactive time) solution .
Edit intent: clarity
Original:  Using the extracted attribute labels as handles, our system empowers a user to verbally refine the results.
Revised:  Using the extracted labels as handles, our system empowers a user to verbally refine the results.
Edit intent: clarity
Original:  This enables hands free parsing of an image into pixel-wise object/attribute labels that correspond to human semantics.
Revised:  This enables hands-free parsing of an image into pixel-wise object/attribute labels that correspond to human semantics.
Edit intent: fluency
Original:  We demonstrate our system on a large number of real-world images with varying complexity and understand the tradeoffs compared to traditional mouse-based interactionsusing both a user study and large scale quantitative evaluation  .
Revised:  We demonstrate our system on a large number of real-world images with varying complexity . To help understand the tradeoffs compared to traditional mouse-based interactionsusing both a user study and large scale quantitative evaluation .
Edit intent: coherence
Original:  We demonstrate our system on a large number of real-world images with varying complexity and understand the tradeoffs compared to traditional mouse-based interactionsusing both a user study and large scale quantitative evaluation  .
Revised:  We demonstrate our system on a large number of real-world images with varying complexity and understand the tradeoffs compared to traditional mouse based interactions, results are reported for both a large scale quantitative evaluation .
Edit intent: clarity
Original: Conventional economic analyses of stringent climate change mitigation have generally concluded that economic austerity would result from carbon austerity.
Revised: Conventional economic analysis of stringent climate change mitigation have generally concluded that economic austerity would result from carbon austerity.
Edit intent: fluency