797-Quantifying Uncertainty in Protein Representations

This research introduces the Random Neighbor Score (RNS), a novel, model-agnostic framework designed to measure the reliability of protein language model embeddings. While these computational representations are essential for predicting biological structures and functions, the authors demonstrate that low-quality embeddings often inhabit a "junkyard" of latent space indistinguishable from randomly...去小宇宙查看完整单集简介
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