2 papers
cs.CL2026
Benchmarks Are Not Monolithic: Sample-Level Auditing and Orchestration for LLM Evaluation
Philipp D. Siedler, Jordan Sassoon
Benchmark datasets are central to evaluating Large Language Models (LLMs), yet they are typically conceived as monolithic tasks, obscuring substantial variation in the demands of i…
cs.CV2026
I-Segmenter: Integer-Only Vision Transformer for Efficient Semantic Segmentation
Jordan Sassoon, Michal Szczepanski, Martyna Poreba
Vision Transformers (ViTs) have recently achieved strong results in semantic segmentation, yet their deployment on resource-constrained devices remains limited due to their high me…