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. 2022 Nov 14;53(12):15246–15260. doi: 10.1007/s10489-022-04280-y

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© The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

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Fig. 6 — The graphic abstract of TranGRU. The red dotted box indicates the main component of TranGRU. We integrate BiGRU into the Transformer encoder, as well as self-attention to focus on the local and global information of molecules