Jin Liu

TriQua: Reconciling Granularity and Context in Factuality Evaluation

The"decompose-then-verify"paradigm for LLM factuality evaluation faces a fundamental trade-off: atomic facts, i.e., one sentence conveying one unit of information, often omit essential context, while broader statements lack the granularity needed for precise assessment. To address this, we introduce TriQua, a framework...