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cs.CL2023
Quick Back-Translation for Unsupervised Machine Translation
Benjamin Brimacombe, Jiawei Zhou
The field of unsupervised machine translation has seen significant advancement from the marriage of the Transformer and the back-translation algorithm. The Transformer is a powerfu…
math.AT2023
Formality of Sphere Bundles
Jiawei Zhou
We study the formality of orientable sphere bundles over connected compact manifolds. When the base manifold is formal, we prove that the formality of the bundle is equivalent to t…