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cs.CL2023★ 1 cited
Recognition, recall, and retention of few-shot memories in large language models
A. Emin Orhan
The training of modern large language models (LLMs) takes place in a regime where most training examples are seen only a few times by the model during the course of training. What…
cs.CL2021
Compositional generalization in semantic parsing with pretrained transformers
A. Emin Orhan
Large-scale pretraining instills large amounts of knowledge in deep neural networks. This, in turn, improves the generalization behavior of these models in downstream tasks. What e…