wanyu/IteraTeR_v2 huggingface dataset:
Original:  Our findings prove the importance for suppliers of RDF data of having an alternative API access service, which enables its use by users with no (or little) experience in Semantic Web technologies and the SPARQL query language.
Revised:  Our findings prove the importance for suppliers of RDF data of having an alternative API access service, which enables its use by those with no (or little) experience in Semantic Web technologies and the SPARQL query language.
Edit intent: clarity
Original:  Because RAMOSE is generic and can be used with any SPARQL endpoint , it represents an easy  technical solution for service providers who wish to create an API service to access Linked Data stored as RDF in a conventional triplestore.
Revised:  RAMOSE can be used with any SPARQL endpoint , it represents an easy technical solution for service providers who wish to create an API service to access Linked Data stored as RDF in a conventional triplestore.
Edit intent: coherence
Original:  RAMOSE can be used both to query any SPARQL endpoint and to query any other Web API  and thus it represents an easy generic technical solution for service providers who wish to create an API service to access Linked Data stored as RDF in a conventional triplestore.
Revised:  RAMOSE can be used both to query any SPARQL endpoint and to query any other Web API , and thus it represents an easy generic technical solution for service providers who wish to create an API service to access Linked Data stored as RDF in a conventional triplestore.
Edit intent: fluency
Original:  While the use of SPARQL endpoints is strongly supported by Semantic Web experts, it hinders broader use of RDF data by common Web users, engineers and develop-ers unfamiliar with Semantic Web technologies, who normally rely on Web RESTful APIs for querying Web-available data and creating applications over them.
Revised:  While the use of SPARQL endpoints is strongly supported by Semantic Web experts, it hinders broader use of RDF data by common Web users, engineers and developers unfamiliar with Semantic Web technologies, who normally rely on Web RESTful APIs for querying Web-available data and creating applications over them.
Edit intent: fluency
Original:  To solve this problem, we have developed RAMOSE, a generic tool developed in Python to create REST APIs over SPARQL endpoints , through the creation of source-specific textual configuration files which enable the querying of SPARQL endpoints via simple Web RESTful API calls that return either JSON or CSV-formatted data, thus hiding all the intrinsic complexities of SPARQL and RDF from common Web users.
Revised:  To solve this problem, we have developed RAMOSE, a generic tool developed in Python to create REST APIs over SPARQL endpoints . Through the creation of source-specific textual configuration files which enable the querying of SPARQL endpoints via simple Web RESTful API calls that return either JSON or CSV-formatted data, thus hiding all the intrinsic complexities of SPARQL and RDF from common Web users.
Edit intent: fluency
Original:  To solve this problem, we have developed RAMOSE, a generic tool developed in Python to create REST APIs over SPARQL endpoints , through the creation of source-specific textual configuration files which enable the querying of SPARQL endpoints via simple Web RESTful API calls that return either JSON or CSV-formatted data, thus hiding all the intrinsic complexities of SPARQL and RDF from common Web users.
Revised:  To solve this problem, we have developed RAMOSE, a generic tool developed in Python to create REST APIs over SPARQL endpoints , through the creation of source-specific textual configuration files , RAMOSE enables the querying of SPARQL endpoints via simple Web RESTful API calls that return either JSON or CSV-formatted data, thus hiding all the intrinsic complexities of SPARQL and RDF from common Web users.
Edit intent: coherence
Original:  Our findings prove the importance for suppliers of RDF data of having an alternative API access service, which enables its use by those with no (or little) experience in Semantic Web technologies and the SPARQL query language.
Revised:  Our findings show the importance for suppliers of RDF data of having an alternative API access service, which enables its use by those with no (or little) experience in Semantic Web technologies and the SPARQL query language.
Edit intent: coherence
Original: Many social services including online dating, social media, recruitment and online learning, largely rely on%DIFDELCMD < \matching %%% people with the right people".
Revised: %DIFDELCMD < \matching %%% people with the right people".
Edit intent: clarity
Original:  As before, this includes developing a coinductive description of the search spaces generated by a sequent, an equivalent inductive syntax describing the same space, and decision procedures for inhabitation problems in the form of predicates defined by recursion on the inductive syntax.
Revised:  As before, this includes developing a coinductive description of the search space generated by a sequent, an equivalent inductive syntax describing the same space, and decision procedures for inhabitation problems in the form of predicates defined by recursion on the inductive syntax.
Edit intent: fluency
Original:  For that, we have to work out the "negative translation" of LJT into the polarized logic (that sees all intuitionistic types as negative types), and verify that the translation gives a faithful representation of proof search in LJT as proof search in the polarized logic  .
Revised:  For that, we have to work out the "negative translation" of LJT into LJP (that sees all intuitionistic types as negative types), and verify that the translation gives a faithful representation of proof search in LJT as proof search in the polarized logic .
Edit intent: clarity
Original:  We examine user behavior in an online health community---CaringBridge.org---where finding peers is not explicitly supported.
Revised:  We examine user behavior in an online health community where finding peers is not explicitly supported.
Edit intent: clarity
Original:  Relationships---patterns of repeated interactions---are also more likely to form and be more interactive when authors have the same role.
Revised:  Relationships are also more likely to form and be more interactive when authors have the same role.
Edit intent: clarity
Original: Within months of birth, children have meaningful expectations about the world around them.
Revised: Within months of birth, children develop meaningful expectations about the world around them.
Edit intent: clarity
Original:  In this paper, our goal is  to achieve such progress by utilizing modern self-supervised deep learning methods and a recent longitudinal, egocentric video dataset recorded from the perspective of several young children (Sullivan et al., 2020).
Revised:  In this paper, our goal is precisely to achieve such progress by utilizing modern self-supervised deep learning methods and a recent longitudinal, egocentric video dataset recorded from the perspective of several young children (Sullivan et al., 2020).
Edit intent: coherence
Original:  In this paper, our goal is  to achieve such progress by utilizing modern self-supervised deep learning methods and a recent longitudinal, egocentric video dataset recorded from the perspective of several young children (Sullivan et al., 2020).
Revised:  In this paper, our goal is to achieve such progress by utilizing modern self-supervised deep learning methods and a recent longitudinal, egocentric video dataset recorded from the perspective of three young children (Sullivan et al., 2020).
Edit intent: clarity
Original:  We present exact and approximate contiguous partitioning algorithms that minimize the runtime of the longest-running processor under cost models that combine work factors and hypergraph communication factors .
Revised:  We propose exact and approximate contiguous partitioning algorithms that minimize the runtime of the longest-running processor under cost models that combine work factors and hypergraph communication factors .
Edit intent: clarity
Original:  We present exact and approximate contiguous partitioning algorithms that minimize the runtime of the longest-running processor under cost models that combine work factors and hypergraph communication factors .
Revised:  We present exact and approximate algorithms to produce contiguous partitions minimizing the maximum runtime of any processor under a diverse family of cost models that combine work factors and hypergraph communication factors .
Edit intent: clarity
Original:  We present exact and approximate contiguous partitioning algorithms that minimize the runtime of the longest-running processor under cost models that combine work factors and hypergraph communication factors .
Revised:  We present exact and approximate contiguous partitioning algorithms that minimize the runtime of the longest-running processor under cost models that combine work and hypergraph communication factors .
Edit intent: fluency
Original:  This differs from traditional graph or hypergraph partitioning models which minimize total communication under a work balance constraint.
Revised:  This differs from traditional partitioning models which minimize total communication under a work balance constraint.
Edit intent: clarity
Original:  Existing load balancing algorithms optimize a linear model of per-processor work.
Revised:  We extend existing load balancing algorithms optimize a linear model of per-processor work.
Edit intent: clarity
Original: We study partitioning to parallelize multiplication of one or more dense vectors by a sparse matrix (SpMV or SpMM).
Revised: We partition to parallelize multiplication of one or more dense vectors by a sparse matrix (SpMV or SpMM).
Edit intent: clarity
Original:  We propose exact and approximate algorithms to produce contiguous partitions minimizing the maximum runtime of any processor under a diverse family of cost models that combine work and hypergraph communication terms in symmetric or asymmetric settings.
Revised:  We propose exact and approximate contiguous partitioners that minimize the maximum runtime of any processor under a diverse family of cost models that combine work and hypergraph communication terms in symmetric or asymmetric settings.
Edit intent: clarity
Original: We partition to parallelize multiplication of one or more dense vectors by a sparse matrix (SpMVor SpMM ).
Revised: Graph partitioning schedules parallel calculations like sparse matrix-vector multiply (SpMV ).
Edit intent: clarity
Original:  We empirically demonstrate that all of our algorithms efficiently produce high-quality contiguous partitions  .
Revised:  We empirically demonstrate that our algorithms efficiently produce high-quality contiguous partitions .
Edit intent: clarity
Original: As the 5G communications technology is developing , vehicular communications that require high reliability, low latency, and massive connectivity are getting increasing interests from academia and industry.
Revised: As 5G communications technology is developing , vehicular communications that require high reliability, low latency, and massive connectivity are getting increasing interests from academia and industry.
Edit intent: clarity
Original: As the 5G communications technology is developing , vehicular communications that require high reliability, low latency, and massive connectivity are getting increasing interests from academia and industry.
Revised: As the 5G communication technology develops , vehicular communications that require high reliability, low latency, and massive connectivity are getting increasing interests from academia and industry.
Edit intent: clarity
Original: As the 5G communications technology is developing , vehicular communications that require high reliability, low latency, and massive connectivity are getting increasing interests from academia and industry.
Revised: As the 5G communications technology is developing , vehicular communications that require high reliability, low latency, and massive connectivity are drawing increasing interest from those in academia and industry.
Edit intent: clarity
Original:  Due to the developed technologies, vehicular communications is not only limited to vehicle components in the forms of Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) network, but also extended to connect with other users such as pedestrians and cellular user . Dedicated Short-Range Communications (DSRC) is the conventional vehicular communication standard for Intelligent Transportation Systems (ITS).
Revised:  Due to these developing technologies, vehicular communications is not only limited to vehicle components in the forms of Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) network, but also extended to connect with other users such as pedestrians and cellular user . Dedicated Short-Range Communications (DSRC) is the conventional vehicular communication standard for Intelligent Transportation Systems (ITS).
Edit intent: fluency
Original:  Due to the developed technologies, vehicular communications is not only limited to vehicle components in the forms of Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) network, but also extended to connect with other users such as pedestrians and cellular user . Dedicated Short-Range Communications (DSRC) is the conventional vehicular communication standard for Intelligent Transportation Systems (ITS).
Revised:  Due to the developed technologies, vehicular communication is not limited to vehicle components in the forms of Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) network, but also extended to connect with other users such as pedestrians and cellular user . Dedicated Short-Range Communications (DSRC) is the conventional vehicular communication standard for Intelligent Transportation Systems (ITS).
Edit intent: fluency
Original:  Due to the developed technologies, vehicular communications is not only limited to vehicle components in the forms of Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) network, but also extended to connect with other users such as pedestrians and cellular user . Dedicated Short-Range Communications (DSRC) is the conventional vehicular communication standard for Intelligent Transportation Systems (ITS).
Revised:  Due to the developed technologies, vehicular communications is not only limited to vehicle components in the forms of Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) networks, but has also been extended to connect with other users such as pedestrians and cellular user . Dedicated Short-Range Communications (DSRC) is the conventional vehicular communication standard for Intelligent Transportation Systems (ITS).
Edit intent: clarity
Original:  Due to the developed technologies, vehicular communications is not only limited to vehicle components in the forms of Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) network, but also extended to connect with other users such as pedestrians and cellular user . Dedicated Short-Range Communications (DSRC) is the conventional vehicular communication standard for Intelligent Transportation Systems (ITS).
Revised:  Due to the developed technologies, vehicular communications is not only limited to vehicle components in the forms of Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) network, but also extended to connect with others, such as pedestrians and cellular user . Dedicated Short-Range Communications (DSRC) is the conventional vehicular communication standard for Intelligent Transportation Systems (ITS).
Edit intent: fluency
Original:  Due to the developed technologies, vehicular communications is not only limited to vehicle components in the forms of Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) network, but also extended to connect with other users such as pedestrians and cellular user . Dedicated Short-Range Communications (DSRC) is the conventional vehicular communication standard for Intelligent Transportation Systems (ITS).
Revised:  Due to the developed technologies, vehicular communications is not only limited to vehicle components in the forms of Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) network, but also extended to connect with other users such as pedestrians and cellular users . Dedicated Short-Range Communications (DSRC) is the conventional vehicular communication standard for Intelligent Transportation Systems (ITS).
Edit intent: fluency
Original:  More recently, 3GPP introduced the Cellular-Vehicle-to-Everything (C-V2X) which arises as a competitor to DSRC. Meanwhile, the Federal Communications Commission (FCC)issued a Notice of Proposed Rulemaking (NPRM) to consider deploying Unlicensed National Information Infrastructure (U-NII)devices in the ITS band with two interference mitigation approaches: Detect and Vacate (DAV)and Re-channelization (Re-CH).
Revised:  More recently, 3GPP introduced the Cellular-Vehicle-to-Everything (C-V2X) , a competitor to DSRC. Meanwhile, the Federal Communications Commission (FCC)issued a Notice of Proposed Rulemaking (NPRM) to consider deploying Unlicensed National Information Infrastructure (U-NII)devices in the ITS band with two interference mitigation approaches: Detect and Vacate (DAV)and Re-channelization (Re-CH).
Edit intent: coherence
Original:  More recently, 3GPP introduced the Cellular-Vehicle-to-Everything (C-V2X) which arises as a competitor to DSRC. Meanwhile, the Federal Communications Commission (FCC)issued a Notice of Proposed Rulemaking (NPRM) to consider deploying Unlicensed National Information Infrastructure (U-NII)devices in the ITS band with two interference mitigation approaches: Detect and Vacate (DAV)and Re-channelization (Re-CH).
Revised:  More recently, 3GPP introduced the Cellular-Vehicle-to-Everything (C-V2X) which arises as a competitor to DSRC. Meanwhile, the Federal Communications Commission (FCC)issued a Notice of Proposed Rulemaking (NPRM) to consider deploying Unlicensed National Information Infrastructure (U-NII)devices in the ITS band with two interference mitigation approaches: Detect-and-Vacate (DAV)and Re-channelization (Re-CH).
Edit intent: fluency
Original:  With multiple standard options and interference mitigation approaches, numerous regulatory taxonomies can be identified and  relevant technical challenges are issued.
Revised:  With multiple standard options and interference mitigation approaches, numerous regulatory taxonomies can be identified and notification of relevant technical challenges are issued.
Edit intent: clarity
Original:  With multiple standard options and interference mitigation approaches, numerous regulatory taxonomies can be identified and  relevant technical challenges are issued.
Revised:  With multiple standard options and interference mitigation approaches, numerous regulatory taxonomies can be identified and relevant technical challenges issued.
Edit intent: clarity
Original:  However, these challenges are much broader than the current and future regulatory taxonomies pursued by the different countries . Because of different plans , the technical and regulatory challenges vary.
Revised:  However, these challenges are much broader than the current and future regulatory taxonomies pursued by the different countries involved. Because their plans differ , the technical and regulatory challenges vary.
Edit intent: clarity
Original:  This paper presents a literature survey about the technical challenges, the current and future ITS band usage plans for U.S., Europe, China, Korea, and Japan , and the major research testbeds and plans .
Revised:  This paper presents a literature survey about the technical challenges, the current and future ITS band usage plans , and the major research testbeds for the U.S., Europe, China, Korea, and Japan , and the major research testbeds and plans .
Edit intent: fluency
Original:  This paper presents a literature survey about the technical challenges, the current and future ITS band usage plans for U.S., Europe, China, Korea, and Japan , and the major research testbeds and plans .
Revised:  This paper presents a literature survey about the technical challenges, the current and future ITS band usage plans for U.S., Europe, China, Korea, and Japan .
Edit intent: clarity
Original:  This survey shows that the most likely deployment taxonomies are (1) DSRC, C-V2X,  Wi-Fi with Re-CH , (2) DSRC and C-V2X with interoperation,  (3) C-V2X only , whereas the most difficult technical challenge is the interoperability between the Wi-Fi-like DSRC and 4G LTE-like C-V2X.
Revised:  This survey shows that the most likely deployment taxonomies are (1) DSRC, C-V2X, and Wi-Fi with Re-CH , (2) DSRC and C-V2X with interoperation, (3) C-V2X only , whereas the most difficult technical challenge is the interoperability between the Wi-Fi-like DSRC and 4G LTE-like C-V2X.
Edit intent: coherence
Original:  This survey shows that the most likely deployment taxonomies are (1) DSRC, C-V2X,  Wi-Fi with Re-CH , (2) DSRC and C-V2X with interoperation,  (3) C-V2X only , whereas the most difficult technical challenge is the interoperability between the Wi-Fi-like DSRC and 4G LTE-like C-V2X.
Revised:  This survey shows that the most likely deployment taxonomies are (1) DSRC, C-V2X, Wi-Fi with Re-CH ; (2) DSRC and C-V2X with interoperation, (3) C-V2X only , whereas the most difficult technical challenge is the interoperability between the Wi-Fi-like DSRC and 4G LTE-like C-V2X.
Edit intent: fluency
Original:  This survey shows that the most likely deployment taxonomies are (1) DSRC, C-V2X,  Wi-Fi with Re-CH , (2) DSRC and C-V2X with interoperation,  (3) C-V2X only , whereas the most difficult technical challenge is the interoperability between the Wi-Fi-like DSRC and 4G LTE-like C-V2X.
Revised:  This survey shows that the most likely deployment taxonomies are (1) DSRC, C-V2X, Wi-Fi with Re-CH , (2) DSRC and C-V2X with interoperation, and (3) C-V2X only , whereas the most difficult technical challenge is the interoperability between the Wi-Fi-like DSRC and 4G LTE-like C-V2X.
Edit intent: coherence
Original:  This survey shows that the most likely deployment taxonomies are (1) DSRC, C-V2X,  Wi-Fi with Re-CH , (2) DSRC and C-V2X with interoperation,  (3) C-V2X only , whereas the most difficult technical challenge is the interoperability between the Wi-Fi-like DSRC and 4G LTE-like C-V2X.
Revised:  This survey shows that the most likely deployment taxonomies are (1) DSRC, C-V2X, Wi-Fi with Re-CH , (2) DSRC and C-V2X with interoperation, (3) C-V2X only . The most difficult technical challenge is the interoperability between the Wi-Fi-like DSRC and 4G LTE-like C-V2X.
Edit intent: coherence
Original: We study a SEIR model considered by Gomes et . al.
Revised: We study a SEIR model considered by Gomes et al.
Edit intent: fluency
Original:  Gomes2020 and Aguas et . al.
Revised:  Gomes2020 and Aguas et al.
Edit intent: fluency
Original:  We find explicit formulas to calculate herd immunity thresholds and stable configuration, and explore variations of the model.
Revised:  We find explicit formulas to calculate herd immunity thresholds and stable configuration, and explore extensions of the model.
Edit intent: clarity
Original:  The new methods are based on performing a time step with a conventional time-stepping scheme  followed by a truncation operation into a tensor manifold with prescribed rank.
Revised:  The new methods are based on performing one time step with a conventional time-stepping scheme followed by a truncation operation into a tensor manifold with prescribed rank.
Edit intent: clarity
Original:  The new methods are based on performing a time step with a conventional time-stepping scheme  followed by a truncation operation into a tensor manifold with prescribed rank.
Revised:  The new methods are based on performing a time step with a conventional time-stepping scheme , followed by a truncation operation into a tensor manifold with prescribed rank.
Edit intent: fluency