Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Zero-Shot Translation using Diffusion Models   In this work, we show a novel method for neural machine translation (NMT),
using a denoising diffusion probabilistic model (DDPM), adjusted for textual
data, following recent advances in the field. We show that it's possible to
translate sentences non-autoregressively using a diffusion model conditioned on
the source sentence. We also show that our model is able to translate between
pairs of languages unseen during training (zero-shot learning).

19
The categories of this paper are: eess
20
The categories of this paper are: acc-phys
31
The categories of this paper are: ao-sci
10
The categories of this paper are: q-bio
21
The categories of this paper are: adap-org
15
The categories of this paper are: nucl-ex
35
The categories of this paper are: mtrl-th
5
The categories of this paper are: gr-qc
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The categories of this paper are: comp-gas
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The categories of this paper are: nlin
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The categories of this paper are: alg-geom
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The categories of this paper are: stat
4
The categories of this paper are: cond-mat
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The categories of this paper are: chao-dyn
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The categories of this paper are: patt-sol
7
The categories of this paper are: hep-th