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Lingkai Kong · Molei Tao · Yang Liu · Bryan Wang · Jinmiao Fu · Chien-Chih Wang · Huidong Liu
Yilun Zhu · Yuan Zhuang · Nikhita Vedula · Dushyanta Dhyani · Shaoyuan Xu · Mohsen Bayati · Bryan Wang · Shervin Malmasi
Many applications of LLM-based text regression require predicting a full conditional distribution rather than a single point value. We study distributional regression under empirical-quantile supervision, where each input is paired with multiple observed quantile outcomes, and the target distribu...