20 citations · 21 across the 8 of their papers we have counts for
4 papers · 1 filter
PEFT of SLM for Telecommunications Customer Support: A Comparative Study of LoRA Configurations with Energy Consumption Analysis
Lucas Tamic, Ilan Jaffeux-Cheniout, Xavier Marjou
While large language models (LLMs) show strong performance in natural language understanding and generation, their evaluation and adaptation to domain-specific constraints in telec…
Comparing a composite model versus chained models to locate a nearest visual object
Antoine Le Borgne, Xavier Marjou, Fanny Parzysz +1
Extracting information from geographic images and text is crucial for autonomous vehicles to determine in advance the best cell stations to connect to along their future path. Mult…
GIPFA: Generating IPA Pronunciation from Audio
Xavier Marjou
Transcribing spoken audio samples into the International Phonetic Alphabet (IPA) has long been reserved for experts. In this study, we examine the use of an Artificial Neural Netwo…
OTEANN: Estimating the Transparency of Orthographies with an Artificial Neural Network
Xavier Marjou
To transcribe spoken language to written medium, most alphabets enable an unambiguous sound-to-letter rule. However, some writing systems have distanced themselves from this simple…