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cs.CL2026
TRACE: Deployable Tree-Relational Structure Enhancement for Oncology LLMs
Jizheng Lai, Yingyun Li, Ying Qin +1
Large language models are increasingly used in oncology applications, but their predictions are often weakly grounded in explicit medical structure. We present TRACE, a deployable…
cs.CL2026
Key Coverage Matters: Semi-Structured Extraction of OCR Clinical Reports
Yu Wang, Yingyun Li, Ying Qin +1
Clinical reports are often fragmented across healthcare institutions because privacy regulations and data silos limit direct information sharing. When patients seek care at a diffe…