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A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction using Relational Graph Convolutional Networks

 Nicholas Halliwell , Fabien Gandon , Freddy Lecue
AAAI 2022 - 36th AAAI Conference on Artificial Intelligence, Feb 2022, Vancouver, Canada
Poster de conférence hal-03434544v2
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A Simplified Benchmark for Non-ambiguous Explanations of Knowledge Graph Link Prediction using Relational Graph Convolutional Networks

 Nicholas Halliwell , Fabien Gandon , Freddy Lecue
ISWC 2021 - International Semantic Web Conference, Oct 2021, Troy, United States. Proceedings of International Semantic Web Conference
Poster de conférence hal-03339562v3
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Impact of Injecting Ground Truth Explanations on Relational Graph Convolutional Networks and their Explanation Methods for Link Prediction on Knowledge Graphs

 Nicholas Halliwell , Fabien Gandon , Freddy Lecue
WI-IAT 2022 - The 21st IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Nov 2022, Niagara Falls / Hybrid, Canada
Communication dans un congrès hal-03771424v1
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Evaluation d'explications pour la prédiction de liens dans les graphes de connaissances par des réseaux convolutifs

 Fabien Gandon , Nicholas Halliwell , Freddy Lecue
Ingénierie des Connaissances 2022 - IC 2022- PFIA 2022, Jun 2022, Saint - Etienne, France
Communication dans un congrès hal-03927901v1
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Linked Data Ground Truth for Quantitative and Qualitative Evaluation of Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs

 Nicholas Halliwell , Fabien Gandon , Freddy Lecue
WI-IAT 2021 - 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Dec 2021, Melbourne, Australia. ⟨10.1145/3486622.3493921⟩
Communication dans un congrès hal-03430113v2
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User Scored Evaluation of Non-Unique Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs

 Nicholas Halliwell , Fabien Gandon , Freddy Lecue
International Conference on Knowledge Capture, Dec 2021, Virtual Event, United States
Communication dans un congrès hal-03402766v1
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Evaluating and improving explanation quality of graph neural network link prediction on knowledge graphs

 Nicholas Halliwell
Artificial Intelligence [cs.AI]. Université Côte d'Azur, 2022. English. ⟨NNT : 2022COAZ4063⟩
Thèse tel-03907696v1
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The Need for Empirical Evaluation of Explanation Quality

 Nicholas Halliwell , Fabien Gandon , Freddy Lecue , Serena Villata
AAAI 2022 - Workshop on Explainable Agency in Artificial Intelligence, Feb 2022, Vancouver, Canada
Communication dans un congrès hal-03591012v1
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Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs

 Nicholas Halliwell
AAAI 2022 - 36th AAAI Conference on Artificial Intelligence, Feb 2022, Vancouver, Canada
Communication dans un congrès hal-03454121v1
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