What are the newest great techniques to improve NLP/NLU transformer model performances?

Owen L
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Pascal de Buren
I personally love the ideas around adding an external memory to transformers since it's a simple way to add new vocabulary without training a 100bn+ transformer model. I found this paper by Google on Memorizing Transformers especially insightful: https://arxiv.org/abs/2203.08913