2 papers
cs.AI2026
Medical Heuristic Learning: An LLM-Driven Framework for Interpretable and Auditable Clinical Decision Rules
Wei Xu, Ke Yang, Gang Luo +4
Predictive modeling for clinical decision support requires not only strong predictive performance but also transparent decision logic. Although deep learning and tree-based ensembl…
cs.CL2025
Synergy: End-to-end Concept Model
Keli Zheng, Zerong Xie
In this paper, we present Synergy, a language model that bridges different levels of abstraction in an end-to-end fashion through a learned routing mechanism. Focusing on low-level…