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Huangsen Cao · Qin Mei · Zhiheng Li · Yuxi Li · Zhan Meng · Ying Zhang · Chen Li · Zhimeng Zhang · Xin Ding · Yongwei Wang · Jing LYU · Fei Wu
langming liu · Kangtao Lv · Haibin Chen · Weidong Zhang · an Jiaotong University) · Shilei Liu · Xin Tong · Yujin Yuan · Yongwei Wang · Wenbo Su · Zerui Huang (Taobao &
Large language models (LLMs), despite their powerful capabilities, suffer from factual hallucinations where they generate verifiable falsehoods. We identify a root of this issue: the imbalanced data distribution in the pretraining corpus, which leads to a state of “low-probability truth” and “hig...