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 # **ZymCTRL**
 
-ZymCTRL ([preprint coming soon](https://huggingface.co/nferruz/ZymCTRL)) is a conditional language model trained on the BRENDA database of enzymes. Given a user-defined Enzymatic Commission (EC) number, the model generates protein sequences that fulfill that catalytic reaction. The generated sequences are ordered, globular and distant to natural ones, while their intended catalytic properties match those defined by users.
+ZymCTRL ([Paper presented @ Machine Learning for Structural Biology workshop](https://www.mlsb.io/papers_2022/ZymCTRL_a_conditional_language_model_for_the_controllable_generation_of_artificial_enzymes.pdf)) is a conditional language model trained on the BRENDA database of enzymes. Given a user-defined Enzymatic Commission (EC) number, the model generates protein sequences that fulfill that catalytic reaction. The generated sequences are ordered, globular and distant to natural ones, while their intended catalytic properties match those defined by users.