作者位次 #4/5NeurIPS 2026Poster
Anchoring LLM-based Chest X-ray Report Generation via Diffusion Language Planning
Jiechao Gao · Chang Liu · Yuandong Pan · Ying Liu · Michael Lepech
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Jiechao Gao · Chang Liu · Yuandong Pan · Ying Liu · Michael Lepech
Jiechao Gao · Rohan Kumar Yadav · Yuangang Li · Yuandong Pan · Jie Wang · Ying Liu · Michael Lepech
Pretrained language models (PLMs) like BERT provide strong semantic representations but are costly and opaque, while symbolic models such as the Tsetlin Machine (TM) offer transparency but lack semantic generalization. We propose a semantic bootstrapping framework that transfers LLM knowledge int...