Johaimen Omar

Attention-Enhanced Bi-LSTM Ensembles with Frozen ESM-2 Embeddings Achieve Competitive Performance in Protein Subcellular Localization

Predicting protein subcellular locations computationally is crucial for analyzing large protein datasets. A key issue is that similar sequences in training and test sets artificially inflate accuracy estimates. This study investigates whether Protein Language Model (PLM) features...