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

arXiv:2610.08513 · cs.CL, cs.AI · Submitted 2026-10-06 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-10-06

Updated: 2026-10-06

Code: https://github.com/amazon-science/wikitalkie

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmarking — 1× in this paper · explained in 3 episodes

Sources

• CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI
• Text-Based Personas for Simulating User Privacy Decisions
• German General Social Survey Personas: A Survey-Derived Persona Prompt Collection for Population-Aligned LLM Studies
• Personalized Dialogue Generation with Diversified Traits

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