Víctor Gutiérrez-Basulto | DeepAI

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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...

0 Akash Anil, et al. ∙

∙ 08/12/2023

HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion

Hyper-relational knowledge graphs (HKGs) extend standard knowledge graph...

0 Zhiwei Hu, et al. ∙

∙ 05/26/2023

Combining Global and Local Merges in Logic-based Entity Resolution

In the recently proposed Lace framework for collective entity resolution...

0 Meghyn Bienvenu, et al. ∙

∙ 05/25/2023

BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering

Unsupervised commonsense reasoning (UCR) is becoming increasingly popula...

0 Jie He, et al. ∙

∙ 10/20/2022

Transformer-based Entity Typing in Knowledge Graphs

We investigate the knowledge graph entity typing task which aims at infe...

5 Zhiwei Hu, et al. ∙

∙ 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...

8 Zhiwei Hu, et al. ∙

∙ 04/29/2022

Finite Entailment of UCRPQs over ALC Ontologies

We investigate the problem of finite entailment of ontology-mediated que...

0 Víctor Gutiérrez-Basulto, et al. ∙

∙ 05/10/2021

A Description Logic for Analogical Reasoning

Ontologies formalise how the concepts from a given domain are interrelat...

0 Steven Schockaert, et al. ∙

∙ 11/17/2020

Answering Regular Path Queries Over SQ Ontologies

We study query answering in the description logic 𝒮𝒬 supporting qualifie...

0 Víctor Gutiérrez-Basulto, et al. ∙

∙ 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...

0 Thomas Gogacz, et al. ∙

∙ 06/30/2020

On Finite Entailment of Non-Local Queries in Description Logics

We study the problem of finite entailment of ontology-mediated queries. ...

0 Tomasz Gogacz, et al. ∙

∙ 06/25/2020

Plausible Reasoning about EL-Ontologies using Concept Interpolation

Description logics (DLs) are standard knowledge representation languages...

0 Yazmin Ibáñez-García, et al. ∙

∙ 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...

0 Efthymia Tsamoura, et al. ∙

∙ 03/30/2019

Ontology Focusing: Knowledge-enriched Databases on Demand

We propose a novel framework to facilitate the on-demand design of data-...

0 Tomasz Gogacz, et al. ∙

∙ 07/03/2018

Quantified Markov Logic Networks

Markov Logic Networks (MLNs) are well-suited for expressing statistics s...

0 Víctor Gutiérrez-Basulto, et al. ∙

∙ 07/03/2018

Markov Logic Networks with Statistical Quantifiers

Markov Logic Networks (MLNs) are well-suited for expressing statistics s...

0 Víctor Gutiérrez-Basulto, et al. ∙

∙ 05/26/2018

From Knowledge Graph Embedding to Ontology Embedding: Region Based Representations of Relational Structures

Recent years have witnessed the enormous success of low-dimensional vect...

0 Víctor Gutiérrez-Basulto, et al. ∙

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