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Algorithmic Differentiation (AD) can be used to automate the generation of derivatives in arbitrary software projects. This will generate maintainable derivatives, that are always consistent with the computation of the software. If a domain…

Mathematical Software · Computer Science 2018-03-13 Max Sagebaum , Nicolas R. Gauger

Domain-specific languages (DSLs) mediate interactions between interactive proof assistants and external automation, but translating between the prover's internal representation and such DSLs is a tedious engineering chore. To simplify this…

Logic in Computer Science · Computer Science 2026-03-02 Tate Rowney , Riyaz Ahuja , Jeremy Avigad , Sean Welleck

In model-driven engineering, developing a textual domain-specific language (DSL) involves constructing a meta-model, which defines an underlying abstract syntax, and a grammar, which defines the concrete syntax for the DSL. Language…

Software Engineering · Computer Science 2024-02-01 Weixing Zhang , Jörg Holtmann , Daniel Strüber , Regina Hebig , Jan-Philipp Steghöfer

Domain-specific languages (DSLs) play a crucial role in facilitating a wide range of software development activities in the context of model-driven engineering (MDE). However, a systematic understanding of their evolution is lacking, which…

Software Engineering · Computer Science 2025-02-03 Weixing Zhang , Daniel Strüber , Regina Hebig

Domain-specific languages (DSLs) are both pervasive and powerful, but remain difficult to integrate into large projects. As a result, while DSLs can bring distinct advantages in performance, reliability, and maintainability, their use often…

Programming Languages · Computer Science 2020-10-19 Hal Finkel , Alexander McCaskey , Tobi Popoola , Dmitry Lyakh , Johannes Doerfert

In the task of automatic program synthesis, one obtains pairs of matching inputs and outputs and generates a computer program, in a particular domain-specific language (DSL), which given each sample input returns the matching output. A key…

Machine Learning · Computer Science 2023-03-14 Aran Carmon , Lior Wolf

Model-driven software development is a promising way to cope with the complexity of system integration in advanced robotics, as it already demonstrated its benefits in domains with comparably challenging system integration requirements.…

Robotics · Computer Science 2013-02-27 Arne Nordmann , Sebastian Wrede

An increasing number of models and frameworks for Virtual Assistant (VA) development exist nowadays, following the progress in the Natural Language Processing (NLP) and Natural Language Understanding (NLU) fields. Regardless of their…

Software Engineering · Computer Science 2023-10-04 Nikolaos Malamas , Konstantinos Panayiotou , Andreas L. Symeonidis

In a high-tech country products are becoming rapidly more complex. To manage the development process as well as to encounter unforeseen challenges, the understanding and thus the explicit modeling of organizational workflows is more…

Software Engineering · Computer Science 2014-09-09 Christian Berger , Tim Gülke , Bernhard Rumpe

This paper addresses the problem of specifying and parsing the syntax of domain-specific languages (DSLs) in a modular, user-friendly way. That is, we want to enable the design of composable DSLs that combine the natural syntax of external…

Programming Languages · Computer Science 2012-01-04 Erik Silkensen , Jeremy G. Siek

We introduce a domain-specific language (DSL) for creating sets of tile types for simulations of the abstract Tile Assembly Model. The language defines objects known as tile templates, which represent related groups of tiles, and a small…

Software Engineering · Computer Science 2009-03-06 David Doty , Matthew J. Patitz

Large Language Models (LLMs) have shown increasing potential in automating model-driven software engineering tasks, particularly in generating models conforming to Domain Specific Languages (DSLs) from natural language. While most existing…

Software Engineering · Computer Science 2026-05-18 Junaid Baber , Nicolas Hili , Didier Schwab , Léo Challier , Cécilia Satrin

This paper is an extension to an early presented programming language, called a domain specific language. This paper extends the proposed concept with new sensors and behaviours to address real-life situations. The functionality was tested…

Our environment, whether at work, in public spaces, or at home, is becoming more connected, and increasingly responsive. Meal preparation even when it involves simply heating ready-made food can be perceived as a complex process for people…

Human-Computer Interaction · Computer Science 2021-06-22 Matteo Zallio , Paula Kelly , Barry Cryan , Damon Berry

We present Semantic Interpreter, a natural language-friendly AI system for productivity software such as Microsoft Office that leverages large language models (LLMs) to execute user intent across application features. While LLMs are…

Machine Learning · Computer Science 2023-06-07 Apurva Gandhi , Thong Q. Nguyen , Huitian Jiao , Robert Steen , Ameya Bhatawdekar

Multimodal systems, which process multiple input types such as text, audio, and images, are becoming increasingly prevalent in software systems, enabled by the huge advancements in Machine Learning. This triggers the need to easily define…

Software Engineering · Computer Science 2025-08-21 Marcos Gomez-Vazquez , Jordi Cabot

We present Turnstile+, a high-level, macros-based metaDSL for building dependently typed languages. With it, programmers may rapidly prototype and iterate on the design of new dependently typed features and extensions. Or they may create…

Programming Languages · Computer Science 2021-07-06 Stephen Chang , Michael Ballantyne , Milo Turner , William J. Bowman

The article presents a technology for dynamic knowledge-based building of Domain-Specific Languages (DSL) to describe data-intensive scientific discovery tasks using BigData technology. The proposed technology supports high level abstract…

Distributed, Parallel, and Cluster Computing · Computer Science 2016-03-21 Sergey V. Kovalchuk , Artem V. Zakharchuk , Jiaqi Liao , Sergey V. Ivanov , Alexander V. Boukhanovsky

We present a new approach to dialogue specification for Virtual Personal Assistants (VPAs) based on so-called dialogue workflow graphs, with several demonstrated advantages over current ontology-based methods. Our new dialogue specification…

Computation and Language · Computer Science 2020-11-18 Michael Wessel , Edgar Kalns , Girish Acharya , Andreas Kathol

We introduce ai.txt, a novel domain-specific language (DSL) designed to explicitly regulate interactions between AI models, agents, and web content, addressing critical limitations of the widely adopted robots.txt standard. As AI…

Networking and Internet Architecture · Computer Science 2025-05-14 Yuekang Li , Wei Song , Bangshuo Zhu , Dong Gong , Yi Liu , Gelei Deng , Chunyang Chen , Lei Ma , Jun Sun , Toby Walsh , Jingling Xue