2 papers
cs.LG2025
Non-Markovian Discrete Diffusion with Causal Language Models
Yangtian Zhang, Sizhuang He, Daniel Levine +7
Discrete diffusion models offer a flexible, controllable approach to structured sequence generation, yet they still lag behind causal language models in expressive power. A key lim…
cs.CL2025
PRISM: A Transformer-based Language Model of Structured Clinical Event Data
Lionel Levine, John Santerre, Alex S. Young +3
We introduce PRISM (Predictive Reasoning in Sequential Medicine), a transformer-based architecture designed to model the sequential progression of clinical decision-making processe…