15 citations · 15 across the 1 of their papers we have counts for
2 papers
cs.LG2024
Small Molecule Optimization with Large Language Models
Philipp Guevorguian, Menua Bedrosian, Tigran Fahradyan +3
Molecular optimization, the process of designing molecules with desirable properties, represents a critical challenge in drug discovery. The recent advancements in large language m…
cs.LG2022★ 15 cited
BARTSmiles: Generative Masked Language Models for Molecular Representations
Gayane Chilingaryan, Hovhannes Tamoyan, Ani Tevosyan +6
We discover a robust self-supervised strategy tailored towards molecular representations for generative masked language models through a series of tailored, in-depth ablations. Usi…