2 papers
cs.LG2026
Beyond the Query: Do Retrieval Signals Improve Adaptive Multimodal RAG Routing?
Qiaomu Li, Qiuyuan Zhang, Nong Ming
Adaptive RAG often uses retrieval-time signals to decide whether another retrieval, reranking, or multimodal step should run. We ask whether these signals add routing value once th…
cs.CL2025
YouLeQD: Decoding the Cognitive Complexity of Questions and Engagement in Online Educational Videos from Learners' Perspectives
Nong Ming, Sachin Sharma, Jiho Noh
Questioning is a fundamental aspect of education, as it helps assess students' understanding, promotes critical thinking, and encourages active engagement. With the rise of artific…