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cs.LG2026
SMolLM: Small Language Models Learn Small Molecular Grammar
Akhil Jindal, Harang Ju
Language models for molecular design have scaled to hundreds of millions of parameters, yet how they learn chemical grammar is poorly understood. We train SMolLM, a 53K-parameter w…
cs.LG2026
Act or Escalate? Evaluating Escalation Behavior in Automation with Language Models
Matthew DosSantos DiSorbo, Harang Ju
Effective automation hinges on deciding when to act and when to escalate. We model this as a decision under uncertainty: an LLM forms a prediction, estimates its probability of bei…