First Large Language Models for Model-Driven Engineering Workshop (LLM4MDE 2024)LLM4MDE 2024
First Workshop on Large Language Models For Model Driven Engineering (LLM4MDE 2024)
The introduction of ChatGPT, Google’s Bard, and Bing Chat Ai marked a significant advancement in the field of natural language processing, contributing to the widespread popularity of large language models (LLMs). These models have found successful applications in diverse sectors, including healthcare, finance, education, and various engineering fields, among others.
LLMs tailored for code, such as CodeLLama, Codex, and others, have revolutionized the landscape of software engineering. They significantly enhance developers’ efficiency in coding, testing, and documentation. Despite their achievements in automating coding tasks, LLMs have not yet made a substantial impact in the domain of Model-Driven Engineering (MDE).
Hence, the primary objective of this workshop is to explore potential applications where LLMs can support MDE engineers and engage in discussions regarding the implementation of such solutions.
The objectives of the llm4mde 2024 workshop are to:
- identify use-cases within MDE that can be assisted by LLMs;
- explore the current technologies that enable the tuning of LLMs to optimize MDE processes;
- identify LLMs that could be applied in the MDE field;
- explore MDE technologies for automating the tuning and configuration of LLMs.
Mon 8 JulDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
09:00 - 10:30 | |||
09:00 60mKeynote | WADT Keynote 1 - Some Uses of Modal Semirings Keynotes File Attached | ||
10:00 30mTalk | Bialgebraic Representation of Controlled Coordination of Interacting System Components WADT File Attached |
13:30 - 15:00 | |||
13:30 60mKeynote | WADT Keynote 2 - Common Meadows with Infinite Values Keynotes File Attached | ||
14:30 30mTalk | Categories of Algebraic Rewrite Rules WADT File Attached |
Tue 9 JulDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
09:00 - 10:30 | |||
09:00 90mKeynote | ECMFA Keynote - From Data Chaos to Decision Making Keynotes |
Wed 10 JulDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
09:00 - 10:30 | ICGT Keynote SessionKeynotes / ICGT Research Papers at Waaier 2 Chair(s): Jens Kosiol Universität Kassel | ||
09:00 15mDay opening | ICGT Opening ICGT Research Papers | ||
09:15 75mKeynote | ICGT Keynote: Graphs, Logics and Transformations for Effective Risk Analysis Keynotes |
11:00 - 12:30 | MeSS Keynote SessionKeynotes at Waaier 3 Chair(s): Stefan Klikovits Johannes Kepler University, Linz | ||
11:00 90mKeynote | MeSS Keynote: It's Patterns all the Way Down: Patterns, Anti-Patterns and Pattern Languages for Next-Generation Semantic Modelling Keynotes Media Attached |
13:30 - 15:00 | |||
13:30 90mKeynote | AgileMDE Keynote: Low-Code and Low-Modeling Strategies for Agile MDE Processes Keynotes |
Thu 11 JulDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
09:00 - 10:30 | ICGT Keynote SessionICGT Research Papers / Keynotes at Waaier 3 Chair(s): Jens Kosiol Universität Kassel | ||
09:00 60mKeynote | ICGT Keynote 2: Ontological Foundations for Building Knowledge Graphs Keynotes | ||
10:00 30mTalk | Can I teach graph rewriting to my chatbot? ICGT Research Papers File Attached |
11:00 - 12:30 | |||
11:00 15mDay opening | LLM4MDE Opening LLM4MDE File Attached | ||
11:15 60mKeynote | LLM4MDE Keynote: Harnessing Large Language Models for Model-Driven Engineering: Current Applications and Future Directions Keynotes File Attached |
13:30 - 15:00 | |||
13:30 30mTalk | From Image to UML: First Results of Image-Based UML Diagram Generation using LLMs LLM4MDE P: Aaron Conrardy Luxembourg Institute of Science and Technology, A: Jordi Cabot Luxembourg Institute of Science and Technology | ||
14:00 30mTalk | LowcoBot: Towards Chatting With Low-Code Platforms LLM4MDE P: Francisco Martínez-Lasaca Universidad Autónoma de Madrid, A: Pablo Díez , A: Esther Guerra Universidad Autónoma de Madrid, A: Juan de Lara Autonomous University of Madrid Pre-print | ||
14:30 30mMeeting | Discussion LLM4MDE |
Accepted Papers
Title | |
---|---|
From Image to UML: First Results of Image-Based UML Diagram Generation using LLMs LLM4MDE | |
LowcoBot: Towards Chatting With Low-Code Platforms LLM4MDE Pre-print |
Call for Papers
The objectives of the LLM4MDE 2024 workshop are to:
- Identify use-cases within MDE that can be assisted by LLMs;
- Explore the current technologies that enable the tuning of LLMs to optimize MDE processes;
- Identify LLMs that could be applied in the MDE field;
- Explore MDE technologies for automating the tuning and configuration of LLMs.
Topic of Interest
Topics of interest for the workshop include, but are not limited to:
- LLM-augmented modelling tools.
- LLMs to support MDE tasks.
- Prompt engineering techniques to adapt LLMs in the context of MDE.
- Retrieval Augmentation Generation (RAG) to support MDE.
- Performance evaluation of LLMs in a MDE context.
- Benchmarks to assess the modeling capabilities of LLMs.
- LLMs trained with modelling corpora.
- LLMs for supporting low-code development.
Submission Info
Two kinds of papers are solicited:
- regular papers (10 pages + 1 page for references)
- short papers (4 pages + 1 page for references)
Contributions should present novel research ideas (even if at a preliminary development stage), challenging problems, and practical contributions to the domain. Industrial experience reports or case studies related to the development or use of LLMs in an MDE context are also solicited. Furthermore, extended abstract are accepted, that can include prior work or visionary work, but will not included in the proceedings. All papers must be written in English adhere to the CEUR Style single-column formatting guidelines, and be submitted through EasyChair at the link: https://easychair.org/my/conference?conf=staf2024 and then selecting the track Large Language Models for Model-Driven Engineering .
Important Dates
- Abstract Submission: May 13th, 2024 AoE
- Paper Submission: May 13th, 2024 AoE
- Author Notification: June 11th, 2024 AoE
- Camera-Ready: June 18th, 2024 AoE