3 papers
cs.AR2025
Systolic Arrays and Structured Pruning Co-design for Efficient Transformers in Edge Systems
Pedro Palacios, Rafael Medina, Jean-Luc Rouas +2
Efficient deployment of resource-intensive transformers on edge devices necessitates cross-stack optimization. We thus study the interrelation between structured pruning and systol…
cs.CL2024
Conditioning LLMs with Emotion in Neural Machine Translation
Charles Brazier, Jean-Luc Rouas
Large Language Models (LLMs) have shown remarkable performance in Natural Language Processing tasks, including Machine Translation (MT). In this work, we propose a novel MT pipelin…
cs.CL2024
Usefulness of Emotional Prosody in Neural Machine Translation
Charles Brazier, Jean-Luc Rouas
Neural Machine Translation (NMT) is the task of translating a text from one language to another with the use of a trained neural network. Several existing works aim at incorporatin…