首次获取该候选人的完整档案及 StartLux 评估共 20 积分；每位用户单独解锁，之后查看免费。主动刷新 20 积分。
实时查找电子邮箱，费用不超过20积分；未找到邮箱不扣费。
Shiwei Li · Xiandi Luo · Haozhao Wang · Xing Tang · Ziqiang Cui · Dugang Liu · Yuhua Li · Yichen Li · xiuqiang He · Ruixuan Li
Peiyang Liu · Qiang Yan · Ziqiang Cui · Di Liang · Xi Wang · Wei Ye
Standard Retrieval-Augmented Generation (RAG) systems predominantly rely on semantic relevance as a proxy for utility. However, this assumption collapses in realistic decision-making scenarios where user queries are laden with cognitive biases, such as false premises or confirmation bias. In such...
Peiyang Liu · Ziqiang Cui · Xi Wang · Di Liang · Wei Ye
Iterative Retrieval-Augmented Generation (iRAG) has emerged as a powerful paradigm for answering complex multi-hop questions by progressively retrieving and reasoning over external documents. However, current systems predominantly operate on parsed text, which creates two critical bottlenecks: (1...