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05/31/2023
InGram: Inductive Knowledge Graph Embedding via Relation Graphs
Inductive knowledge graph completion has been considered as the task of ...
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05/29/2023
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers
A hyper-relational knowledge graph has been recently studied where a tri...
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05/02/2023
Discern and Answer: Mitigating the Impact of Misinformation in Retrieval-Augmented Models with Discriminators
Most existing retrieval-augmented language models (LMs) for question ans...
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02/06/2023
Learning Representations of Bi-Level Knowledge Graphs for Reasoning beyond Link Prediction
Knowledge graphs represent known facts using triplets. While existing kn...
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04/21/2021
Improving Test Distance for Failure Clustering with Hypergraph Modelling
Automated debugging techniques, such as Fault Localisation (FL) or Autom...
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04/24/2020