Wiki-Talkie: Multilingual Benchmarking of Persona-Based Agents on Real-World Discussions

Excerpt

arXiv:2610.08513v1 Announce Type: new Abstract: LLMs are increasingly deployed as autonomous agents in social environments, making it critical to study their ability to faithfully simulate human interactions. Central to this is grounding agents in realistic user personas, yet existing datasets rely on fictional personas and are limited to a handful of languages, lacking the empirical grounding necessary to evaluate behavioral fidelity across diverse populations. We introduce Wiki-Talkie, a multi