3 citations · 7 across the 12 of their papers we have counts for
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cs.CL2024★ 3 cited
Look Within, Why LLMs Hallucinate: A Causal Perspective
He Li, Haoang Chi, Mingyu Liu +1
The emergence of large language models (LLMs) is a milestone in generative artificial intelligence, achieving significant success in text comprehension and generation tasks. Despit…
cs.LG2024
Tackling Noisy Labels with Network Parameter Additive Decomposition
Jingyi Wang, Xiaobo Xia, Long Lan +5
Given data with noisy labels, over-parameterized deep networks suffer overfitting mislabeled data, resulting in poor generalization. The memorization effect of deep networks shows…