413 citations · 3.1k across the 143 of their papers we have counts for
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cs.AI2023★ 2 cited
Approximating Human-Like Few-shot Learning with GPT-based Compression
Cynthia Huang, Yuqing Xie, Zhiying Jiang +2
In this work, we conceptualize the learning process as information compression. We seek to equip generative pre-trained models with human-like learning capabilities that enable dat…
cs.AI2019★ 4 cited
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data
Hamidreza Shahidi, Ming Li, Jimmy Lin
A number of researchers have recently questioned the necessity of increasingly complex neural network (NN) architectures. In particular, several recent papers have shown that simpl…