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Uncovering LLMs for service-composition: challenges and opportunities
Abstract Large Language Models (LLMs) have gained significant attention for using natural
language to generate program code without direct programming efforts, eg, by using …
language to generate program code without direct programming efforts, eg, by using …
Json-ld based web api semantic annotation considering distributed knowledge
X Wang, Q Sun, J Liang - IEEE access, 2020 - ieeexplore.ieee.org
Based on semantically annotated Web APIs, automatic Web API composition can be
implemented easily. The operation can greatly improve efficiency of building a software …
implemented easily. The operation can greatly improve efficiency of building a software …
Compositio Prompto: An Architecture to Employ Large Language Models in Automated Service Computing
A classic, central Service-Oriented Computing (SOC) challenge is the service composition
problem. It concerns solving a user-defined task by selecting a suitable set of services …
problem. It concerns solving a user-defined task by selecting a suitable set of services …
RESTBERTa: a Transformer-based question answering approach for semantic search in Web API documentation
S Kotstein, C Decker - Cluster Computing, 2024 - Springer
To enable machines to process state-of-practice Web API documentation, we propose a
Transformer model for the generic task of identifying a Web API element within a syntax …
Transformer model for the generic task of identifying a Web API element within a syntax …
Transforming OpenAPI Specification 3.0 documents into RDF-based semantic web services
Web services are provided with documents that at the very least specify the endpoint, input
parameters, and output or response of each operation to expose their capabilities. This …
parameters, and output or response of each operation to expose their capabilities. This …
Semantic parameter matching in Web APIs with Transformer-based question answering
S Kotstein, C Decker - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
OpenAPI, WADL, RAML, and API Blueprint are popular formats for documenting Web APIs.
Although these formats are in general both human and machine-readable, only the part of …
Although these formats are in general both human and machine-readable, only the part of …
Entity linking and API resource-based matchmaking for Web APIs composition
Web APIs composition is still a challenging task. In the classical semantic composition
approach, the matchmaking process uses ontologies to ensure semantic matching between …
approach, the matchmaking process uses ontologies to ensure semantic matching between …
A web service composition method based on OpenAPI semantic annotations
Automatic Web service composition is a research direction aimed to improve the process of
aggregating multiple Web services to create some new, specific functionality. The use of …
aggregating multiple Web services to create some new, specific functionality. The use of …
Designing semantic web service based on OAS 3.0 through relational database
W Muhamad - 2020 International Conference on Information …, 2020 - ieeexplore.ieee.org
The web service description becomes the interface that must be provided by the service
provider to expose the web service capabilities it offers. To increase human and machine …
provider to expose the web service capabilities it offers. To increase human and machine …
The LRA Workbench: an IDE for efficient REST API composition through linked metadata
D Serrano, E Stroulia - Journal of Big Data, 2021 - Springer
Abstract The number of Web APIs for accessing information and services is continuously
increasing, and yet, no tools exist to automate the time-consuming and error-prone process …
increasing, and yet, no tools exist to automate the time-consuming and error-prone process …