论文进阶
multi-turn
多轮：指用户与系统之间由多轮来回组成的交互，每轮都可能依赖前面轮次的上下文。在对话式 AI / 聊天机器人 / CVA 设计中是核心属性，对应 single-turn（单轮）。
English Definition
"Refers to interactions consisting of several back-and-forth exchanges (turns) between user and system, where each turn can reference context from prior turns."
真实用例 · 3 条
"real-world CVA usage is inherently multi-turn and multi-format"
论文Pipeline extracted — review needed·formative study 关键发现
"enabling multi-format (text-to-spec visualizations, text-based analytical explanations), multi-turn evaluation and systematic comparison of model-prompt configurations"
论文Pipeline extracted — review needed·Lexara 的核心能力
"Existing CVA benchmarks' test cases (...) focus primarily on single-turn interactions"
论文Pipeline extracted — review needed·现有 benchmark 的局限
由 pipeline 自动采集，待人工 review