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cs.CL2026
Towards Expert Financial QA via Self-Improving RAG
Junjie Xiong, Shawheen Ghezavat, Aum Hirpara
Expert-level financial question answering requires both grounded verification to catch numeric hallucinations and audit trails for regulatory compliance, attributes that standard s…
cs.CL2026
WordCraft: Scaffolding the Keyword Method for L2 Vocabulary Learning with Multimodal LLMs
Yuheng Shao, Junjie Xiong, Chaoran Wu +5
Applying the keyword method for vocabulary memorization remains a significant challenge for L1 Chinese-L2 English learners. They frequently struggle to generate phonologically appr…