On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization
Dongruo Zhou · Jinghui Chen · Yuan Cao · Ziyan Yang · Quanquan Gu
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Dongruo Zhou · Jinghui Chen · Yuan Cao · Ziyan Yang · Quanquan Gu
Yuanpu Cao · Ziyi Yin · Fenglong Ma · Jinghui Chen
Large Language Models (LLMs) are increasingly integrated into various domains, making knowledge editing techniques crucial yet potentially hazardous. Current editing methods primarily target atomic facts, overlooking the significant risks associated with manipulating “factual opinions”, e.g., doc...
Ziyi Yin · Yuanpu Cao · Ting Wang · Jinghui Chen · Fenglong Ma
The explainable medical coding task aims to automatically assign International Classification of Diseases (ICD) codes to clinical notes while providing explicit justifications for each assignment. Recent approaches employ large language models (LLMs) to generate such explanations. However, their...
Lu Lin · Jinghui Chen · Ting Wang · Jieyu Zhao · Chaowei Xiao · Jian Kang · Michael Johnston