Controllable User Simulation

arXiv:2605.11519 · cs.AI, cs.CL, cs.LG · Submitted 2026-05-12 · Read on arXiv

cs.AI, cs.CL, cs.LG

Submitted: 2026-05-12

Updated: 2026-10-30

Terminology

• Consistency — 2× in this paper · explained in 3 episodes
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Causal Inference — 1× in this paper · explained in 5 episodes
• Generalization — 1× in this paper · explained in 14 episodes
• Zero-Shot Generalization — 1× in this paper · explained in 6 episodes

Related papers

• Multi-Objective Structured Pruning of LLMs for Latency and Model Size Optimization
• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Can We Trust Item Response Theory for AI Evaluation?
• Diagnosing Task Insensitivity in Language Agents
• Janus: a Playground for User-Involved Agentic Permission Management