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cs.AI2026
Automatic Conversion of NICE Guidelines to an Executable Computational Model Using Large Language Models
Ashvin Gupta, Denys Prociuk, Alessandra Russo +1
Introduction: NICE guidelines provide evidence-based recommendations for clinical care but remain largely in unstructured natural language. Existing approaches to converting them i…
cs.LG2026
Length Generalization with Log-Depth Recurrent Units
Charles Pert, Dalal Alrajeh, Alessandra Russo
Length generalization remains a persistent challenge for neural networks: recurrent models tend to suffer from positional biases, while transformers are constrained by fixed comput…