A review of transformers in drug discovery and beyond

Author:

Jiang Jian,Chen LongORCID,Ke Lu,Dou Bozheng,Zhang Chunhuan,Feng HongsongORCID,Zhu Yueying,Qiu Huahai,Zhang Bengong,Wei Guowei

Funder

National Natural Science Foundation of China

National Institutes of Health

Bristol-Myers Squibb Co

National Science Foundation

Michigan State University

Pfizer

National Aeronautics and Space Administration

Publisher

Elsevier BV

Reference137 articles.

1. Neural machine translation by jointly learning to align and translate;Bahdanau;arXiv,2014

2. A. Vaswani, N. Shazeer, N. Parmar, et al., Attention is all you need, Proceedings of the 31st International Conference on Neural Information Processing Systems, December 4–9, 2017, Long Beach, USA, pp. 6000–6010.

3. A survey of transformers;Lin;AI Open,2022

4. N. Parmar, A. Vaswani, J. Uszkoreit, et al., Image transformer, Proceedings of the 35th International Conference on Machine Learning, July 10–15, 2018, Stockholm, Sweden, SPMLR 80, pp. 4055–4064.

5. Molecular transformer: A model for uncertainty-calibrated chemical reaction prediction;Schwaller;ACS Cent. Sci.,2019

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