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cs.LG2026
Just how sure are you? Improving Verbalized Uncertainty Calibration in Medical VQA
Eren Senoglu, Federico Toschi, Nicolo Brunello +2
Multimodal large language models (MLLMs) applied to Medical Visual Question Answering (VQA) tend to produce overconfident outputs regardless of actual correctness, and existing ver…
cs.LG2026
Are complicated loss functions necessary for teaching LLMs to reason?
Gabriele Carrino, Andrea Sassella, Nicolo Brunello +2
Recent advances in large language models (LLMs) highlight the importance of post training techniques for improving reasoning and mathematical ability. Group Relative Policy Optimiz…