作者位次 #4/8NeurIPS 2026Poster
The Commit-Abstain Circuit: Why Language Models Hallucinate Instead of Abstaining
Gavin Vy Nguyen · Ziqi Xu · Jeffrey Chan · Estrid He · Feng Xia · Renqiang Luo · Erik Cambria · Xiuzhen Zhang
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Gavin Vy Nguyen · Ziqi Xu · Jeffrey Chan · Estrid He · Feng Xia · Renqiang Luo · Erik Cambria · Xiuzhen Zhang
Jingyue Cong · Andy Song · Alexis Horde-Vo · Kai Wei · Li Shen · Yameng Peng · Feng Liu · Estrid He
Ethan Bito · Yongli Ren · Estrid He
Large language models (LLMs) are increasingly used for recommendation reranking, but their listwise predictions can depend on the order in which candidates are presented. This creates a mismatch between the set-based nature of recommendation and the sequence-based computation of decoder-only LLMs...
Vy Nguyen · Ziqi Xu · Jeffrey Chan · Estrid He · Feng Xia · Xiuzhen Zhang