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 written by Niels Schlusser, 15.11.2023
 
-This repository contains different python scripts to predict translation initiation efficiency from transcript sequences using TranslateLSTM, an artificial neural network architecture as presented in "Predicting the translation output from the mRNA sequence - an assessment of the accuracy and parameter-efficiency of deep learning models".
+This repository contains different python scripts to predict translation initiation efficiency from transcript sequences using TranslateLSTM, an artificial neural network architecture as presented in "Current limitations in predicting mRNA translation with deep learning models".
 
 There are deep learning scripts for essentially three different usecases:
 (1) training a model on synthetic MPRA data in the directory translateLSTM_MPRA/