IPQA: A Benchmark for Core Intent Identification in Personalized Question Answering

ArXi:2510.23536v2 Announce Type: replace Intent identification serves as the foundation for generating appropriate responses in personalized question answering (PQA). However, existing benchmarks evaluate only response quality or retrieval performance without directly measuring intent identification capabilities. This gap is critical because without understanding which intents users prioritize, systems cannot generate responses satisfying individual information needs. To address this, we