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08/14/2023
Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis
The task of inductive knowledge graph completion requires models to lear...
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08/12/2023
HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion
Hyper-relational knowledge graphs (HKGs) extend standard knowledge graph...
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05/26/2023
Combining Global and Local Merges in Logic-based Entity Resolution
In the recently proposed Lace framework for collective entity resolution...
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05/25/2023
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering
Unsupervised commonsense reasoning (UCR) is becoming increasingly popula...
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10/20/2022
Transformer-based Entity Typing in Knowledge Graphs
We investigate the knowledge graph entity typing task which aims at infe...
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05/02/2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs
Multi-hop reasoning over real-life knowledge graphs (KGs) is a highly ch...
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04/29/2022
Finite Entailment of UCRPQs over ALC Ontologies
We investigate the problem of finite entailment of ontology-mediated que...
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05/10/2021
A Description Logic for Analogical Reasoning
Ontologies formalise how the concepts from a given domain are interrelat...
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11/17/2020
Answering Regular Path Queries Over SQ Ontologies
We study query answering in the description logic 𝒮𝒬 supporting qualifie...
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10/22/2020
On Finite and Unrestricted Query Entailment beyond SQ with Number Restrictions on Transitive Roles
We study the description logic SQ with number restrictions applicable to...
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06/30/2020
On Finite Entailment of Non-Local Queries in Description Logics
We study the problem of finite entailment of ontology-mediated queries. ...
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06/25/2020
Plausible Reasoning about EL-Ontologies using Concept Interpolation
Description logics (DLs) are standard knowledge representation languages...
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11/18/2019
Beyond the Grounding Bottleneck: Datalog Techniques for Inference in Probabilistic Logic Programs (Technical Report)
State-of-the-art inference approaches in probabilistic logic programming...
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03/30/2019
Ontology Focusing: Knowledge-enriched Databases on Demand
We propose a novel framework to facilitate the on-demand design of data-...
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07/03/2018
Quantified Markov Logic Networks
Markov Logic Networks (MLNs) are well-suited for expressing statistics s...
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07/03/2018
Markov Logic Networks with Statistical Quantifiers
Markov Logic Networks (MLNs) are well-suited for expressing statistics s...
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05/26/2018
