Directed Graph Embeddings in Pseudo-Riemannian Manifolds. - Aaron Sim; Maciej Wiatrak; Angus Brayne; Páidí Creed; Saee Paliwal (ICML, 2021)

On Masked Language Models for Contextual Link Prediction. - Angus Brayne; Maciej Wiatrak; Dane S. Corneil (DeeLIO@ACL, 2022)

Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval. - Maciej Wiatrak; Eirini Arvaniti; Angus Brayne; Jonas Vetterle; Aaron Sim (LOUHI@EMNLP, 2022)

Pseudo-Riemannian Embedding Models for Multi-Relational Graph Representations. - Saee Paliwal; Angus Brayne; Benedek Fabian; Maciej Wiatrak; Aaron Sim (AKBC, 2022)

Retrieve to Explain: Evidence-driven Predictions with Language Models. - Ravi Patel; Angus Brayne; Rogier Hintzen; Daniel Jaroslawicz; Georgiana Neculae; Dane S. Corneil (CoRR, 2024)

Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification. - Ravi Patel; Angus Brayne; Rogier Hintzen; Daniel Jaroslawicz; Georgiana Neculae; Dane S. Corneil (ACL (1), 2025)