2 papers
cs.IR2026
Same Outcomes, Different Journeys: A Trace-Level Framework for Comparing Human and GUI-Agent Behavior in Production Search Systems
Maria Movin, Claudia Hauff, Aron Henriksson +1
LLM-driven GUI agents are increasingly used in production systems to automate workflows and simulate users for evaluation and optimization. Yet most GUI-agent evaluations emphasize…
cs.LG2025
PAX-TS: Model-agnostic multi-granular explanations for time series forecasting via localized perturbations
Tim Kreuzer, Jelena Zdravkovic, Panagiotis Papapetrou
Time series forecasting has seen considerable improvement during the last years, with transformer models and large language models driving advancements of the state of the art. Mod…