6 citations · 9 across the 3 of their papers we have counts for
3 papers
Assay2Mol: large language model-based drug design using BioAssay context
Yifan Deng, Spencer S. Ericksen, Anthony Gitter
Scientific databases aggregate vast amounts of quantitative data alongside descriptive text. In biochemistry, molecule screening assays evaluate candidate molecules' functional res…
Chemical Language Model Linker: blending text and molecules with modular adapters
Yifan Deng, Spencer S. Ericksen, Anthony Gitter
The development of large language models and multi-modal models has enabled the appealing idea of generating novel molecules from text descriptions. Generative modeling would shift…
Bayes Optimal Informer Sets for Early-Stage Drug Discovery
Peng Yu, Spencer S. Ericksen, Anthony Gitter +1
An important experimental design problem in early-stage drug discovery is how to prioritize available compounds for testing when very little is known about the target protein. Info…