Search Results for author: Benedek Fabian

Found 2 papers, 1 papers with code

Pseudo-Riemannian Embedding Models for Multi-Relational Graph Representations

no code implementations2 Dec 2022 Saee Paliwal, Angus Brayne, Benedek Fabian, Maciej Wiatrak, Aaron Sim

In this paper we generalize single-relation pseudo-Riemannian graph embedding models to multi-relational networks, and show that the typical approach of encoding relations as manifold transformations translates from the Riemannian to the pseudo-Riemannian case.

Graph Embedding Knowledge Graph Completion +1

Molecular representation learning with language models and domain-relevant auxiliary tasks

2 code implementations26 Nov 2020 Benedek Fabian, Thomas Edlich, Héléna Gaspar, Marwin Segler, Joshua Meyers, Marco Fiscato, Mohamed Ahmed

We apply a Transformer architecture, specifically BERT, to learn flexible and high quality molecular representations for drug discovery problems.

Drug Discovery molecular representation +1

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