annotation

While our study focused on viruses in the global oceans, improved annotation of viral proteins is critical for better understanding the role viruses play in health and disease in the human body.

In our proof of concept, we trained neural networks on previously annotated viral protein sequences in pre-trained protein language models and then used them to predict the annotation of new viral protein sequences.

Our approach allows us to probe what the model is “seeing” in a particular viral sequence that leads to a particular annotation.

Miller confirms he has seen this letter - and that he wrote an annotation on his that says: "Please ensure that these issues are fully addressed... keep me in touch."

After watching a video on TikTok, she found a side hustle: training artificial intelligence models for a website called Data Annotation Tech.