Knowledge Representation and Reasoning (KRR) Research Group
The Knowledge Representation and Reasoning research group (KRR) at Cardiff University aims to develop novel methods for capturing, modelling and reasoning about knowledge encoded in symbolic or sub-symbolic forms. We also have a particular interest in research that crosses the boundaries of various AI fields, including Neuro-Symbolic reasoning, commonsense reasoning, and representation learning.
We offer expertise in: Ontology-enhanced Systems, Knowledge Graphs, Temporal and Probabilistic Reasoning, Neuro-symbolic Reasoning, Non-monotonic Reasoning, Belief change, Controlled Natural Language, Computational Social Choice.
News
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02/08/2022:
Together with colleagues from University of Warsaw, our members Victor Gutierrez and Yazmin Ibanez got the Marco Cardoli Distinguished Student Prize at the KR 2022 and the FLoC2022🏆🏆
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24/07/2022:
A Framework for Categorising AI Evaluation Instruments (joint with University of Leeds and Universitat Politècnica de València) has been presented to IJCAI2022 Workshop on AI Evaluation Beyond Metrics (EBeM’22)!!
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10/05/2022:
Finite Entailment of UCRPQs over ALC Ontologies (joint with University of Warsaw) has been accepted to the 19th International Conference on Principles of Knowledge Representation and Reasoning, KR 2022!!
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04/05/2022:
Who’s the Expert? On Multi-source Belief Change has been accepted to the 19th International Conference on Principles of Knowledge Representation and Reasoning, KR 2022!!
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03/05/2022:
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs(joint work with Shanxi University and the University of Edinburgh) has been accepted to IJCAI-ECAI 2022!!
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28/03/2022:
LACE: A Logical Approach to Collective Entity Resolution(joint work with LaBRI, Université de Bordeaux) has been accepted to PODS 2022!!
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22/02/2022:
Inferring prototypes for multi-label few-shot image classification with word vector guided attention. will be presented at the 36th AAAI Conference on Artificial Intelligence!!
Academic Staff
![](https://profiles-cardiff.imgix.net/attachments/4247?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
PhD Student
Aric Fowler
PhD Student (2022- )
