3 papers
cs.CV2025
Visual-TableQA: Open-Domain Benchmark for Reasoning over Table Images
Boammani Aser Lompo, Marc Haraoui
Visual reasoning over structured data such as tables is a critical capability for modern vision-language models (VLMs), yet current benchmarks remain limited in scale, diversity, o…
cs.CL2024
Multi-objective Representation for Numbers in Clinical Narratives: A CamemBERT-Bio-Based Alternative to Large-Scale LLMs
Boammani Aser Lompo, Thanh-Dung Le
The processing of numerical values is a rapidly developing area in the field of Language Models (LLMs). Despite numerous advancements achieved by previous research, significant cha…
eess.SP2024
Extracting Physiological Numeric Values from French Pediatric ICU Notes: A Multi-Objective Representation Learning Approach
Boammani Aser Lompo, Thanh-Dung Le, Philippe Jouvet +1
Numeric values in clinical narratives, such as heart rate, oxygen saturation, and pressure gradients, carry diagnostic meaning that Transformer models trained on generic text do no…