1 citations · 1 across the 6 of their papers we have counts for
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GraphMatch: Fusing Language and Graph Representations in a Dynamic Two-Sided Work Marketplace
Mikołaj Sacha, Hammad Jafri, Mattie Terzolo +2
Recommending matches in a text-rich, dynamic two-sided marketplace presents unique challenges due to evolving content and interaction graphs. We introduce GraphMatch, a new large-s…
Trustworthy Retrosynthesis: Eliminating Hallucinations with a Diverse Ensemble of Reaction Scorers
Michal Sadowski, Tadija Radusinović, Maria Wyrzykowska +7
Retrosynthesis is one of the domains transformed by the rise of generative models, and it is one where the problem of nonsensical or erroneous outputs (hallucinations) is particula…
Molecule-Edit Templates for Efficient and Accurate Retrosynthesis Prediction
Mikołaj Sacha, Michał Sadowski, Piotr Kozakowski +2
Retrosynthesis involves determining a sequence of reactions to synthesize complex molecules from simpler precursors. As this poses a challenge in organic chemistry, machine learnin…
Molecule Edit Graph Attention Network: Modeling Chemical Reactions as Sequences of Graph Edits
Mikołaj Sacha, Mikołaj Błaż, Piotr Byrski +5
The central challenge in automated synthesis planning is to be able to generate and predict outcomes of a diverse set of chemical reactions. In particular, in many cases, the most…