Angus Brayne
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(3)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Knowledge & Reasoning
(2)
Machine Learning
(2)
Applications · Natural Language Processing
(2)
Core AI
(2)
Core Methods
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Architectures
(1)
Clinical
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
entity linking
(2)
link prediction
(2)
metric learning
(1)
graph representation learning
(1)
masked language model
(1)
explainable ai
(1)
feature attribution
(1)
graph embedding
(1)
directed graph
(1)
knowledge graph
(1)
retrieval-augmented generation
(1)
candidate retrieval
(1)
shapley value
(1)
adversarial regularizer
(1)
evidence retrieval
(1)
adversarial regularization
(1)
drug target identification
(1)
explainable prediction
(1)
n-ary relation
(1)
dense representation
(1)
Papers
Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification
ACL 2025
On Masked Language Models for Contextual Link Prediction
ACL 2022
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval
EMNLP 2022
Directed Graph Embeddings in Pseudo-Riemannian Manifolds
ICML 2021