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The field of multimodal learning, which involves training models to understand and generate content in multiple formats such as text and images, is evolving rapidly. Current models have inefficiencies in dealing with text-only and text-image tasks, often excelling in one domain but underperforming in the other. This necessitates distinct systems to retrieve different forms of…

LLM or Language Model-based systems have shown potential to accelerate scientific discovery, especially in the biomedical research field. These systems are able to leverage a large bank of background information to conduct and interpret experiments, particularly useful for identifying drug targets through CRISPR-based genetic modulation. Despite the promise they show, their usage in designing biological…