QUARK: Robust Retrieval under Non-Faithful Queries via Query-Anchored Aggregation

Rita Qiuran Lyu, Michelle Manqiao Wang, Lei Shi

User queries in real-world retrieval are often non-faithful (noisy, incomplete, or distorted), causing retrievers to fail when key semantics are missing. We formalize this as retri…