1 code implementation • 25 Apr 2022 • Carl Edwards, Tuan Lai, Kevin Ros, Garrett Honke, Kyunghyun Cho, Heng Ji
We present $\textbf{MolT5}$ $-$ a self-supervised learning framework for pretraining models on a vast amount of unlabeled natural language text and molecule strings.
Ranked #4 on Text-based de novo Molecule Generation on ChEBI-20
no code implementations • 11 Dec 2020 • Pavel Naumov, Kevin Ros
The ability of an agent to comprehend a sentence is tightly connected to the agent's prior experiences and background knowledge.
no code implementations • 10 Oct 2019 • Pavel Naumov, Kevin Ros
The article introduces a notion of a stochastic game with failure states and proposes two logical systems with modality "coalition has a strategy to transition to a non-failure state with a given probability while achieving a given goal."