4 papers
Large Language Models and Algorithm Execution: Application to an Arithmetic Function
Farah Ben Slama, Frédéric Armetta
Large Language Models (LLMs) have recently developed new advanced functionalities. Their effectiveness relies on statistical learning and generalization capabilities. However, they…
SysTemp: A Multi-Agent System for Template-Based Generation of SysML v2
Yasmine Bouamra, Bruno Yun, Alexandre Poisson +1
The automatic generation of SysML v2 models represents a major challenge in the engineering of complex systems, particularly due to the scarcity of learning corpora and complex syn…
Leveraging Graph Structures and Large Language Models for End-to-End Synthetic Task-Oriented Dialogues
Maya Medjad, Hugo Imbert, Bruno Yun +2
Training task-oriented dialogue systems is both costly and time-consuming, due to the need for high-quality datasets encompassing diverse intents. Traditional methods depend on ext…
Assisted Debate Builder with Large Language Models
Elliot Faugier, Frédéric Armetta, Angela Bonifati +1
We introduce ADBL2, an assisted debate builder tool. It is based on the capability of large language models to generalise and perform relation-based argument mining in a wide-varie…