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cs.IR2026
From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability
Yang Qingqing, Liu Haijiang, Li Moyan
Linking FDA-approved medical devices to their underlying United States Patent and Trademark Office (USPTO) patents enables critical applications such as recall root-cause analysis,…
cs.CL2026
Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context
Yilun Zhu, Yuan Zhuang, Nikhita Vedula +6
Many applications of LLM-based text regression require predicting a full conditional distribution rather than a single point value. We study distributional regression under empiric…