Models & Languages Lab
Dpto. de Informática y Sistemas. Facultad de Informática. Universidad de Murcia.
All models are wrong, but some are useful.
We are a (small) research team focused on Software Engineering topics. In particular, we seek to improve software development by using models (as in UML models, but also ML models) and Domain-Specific Languages (DSLs).
We have three main themes.
Machine learning applied to modelling
Our work revolves around these topics. We like to devise practical solutions to problems related to software engineering, usually by building tools. If you are interested in these topics and want to collaborate or work with us, do not hesitate to contact us.
|Dec 14, 2022||Our work about Generating structurally realistic models with deep autoregressive networks has been published at IEEE TSE|
|Oct 21, 2022||We will give three talks at MoDELS’22, all in the session “AI for/with MDE”. Checkout the conference program|
|Jul 21, 2022||Our paper AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models has been accepted at ASE’22|
|Jul 13, 2022||Our paper Machine learning methods for model classification: A comparative study has been accepted at MODELS’22|
|Oct 23, 2021||Published our first blog post, about ModelSet|