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20162023
most citedExploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training

88 citations · 181 across the 14 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.CL2022★ 48 cited

Rethinking with Retrieval: Faithful Large Language Model Inference

Hangfeng He, Hongming Zhang, Dan Roth

Despite the success of large language models (LLMs) in various natural language processing (NLP) tasks, the stored knowledge in these models may inevitably be incomplete, out-of-da…

cs.LG2022

A Law of Data Separation in Deep Learning

Hangfeng He, Weijie J. Su

While deep learning has enabled significant advances in many areas of science, its black-box nature hinders architecture design for future artificial intelligence applications and…