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RAKI

Alumni project (September 2019 - August 2022)

Rapide XAI for Industrial Plants

About the project

Funding program
BMWK, Grant Number 01MD19012D (https://www.digitale-technologien.de/DT/Navigation/DE/ProgrammeProjekte/AktuelleTechnologieprogramme/Smarte_Datenwirtschaft/smarte-datenwirtschaft.html)

Publications

Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings

By Hamada M. Zahera, Stefan Heindorf, Stefan Balke, Jonas Haupt, Martin Voigt, Carolin Walter, Fabian Witter, Axel-Cyrille Ngonga Ngomo

ESWC, 2022, #inproceedings

CausalQA: A Benchmark for Causal Question Answering

By Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, Martin Potthast

COLING, 2022, #inproceedings

Hardware-agnostic computation for large-scale knowledge graph embeddings

By Caglar Demir, Axel-Cyrille Ngonga Ngomo

Software Impacts, 2022, #article

HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs

By Umair Qudus, Michael Röder, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo

The Semantic Web -- ISWC 2022, 2022, #inproceedings

Kronecker Decomposition for Knowledge Graph Embeddings

By Caglar Demir, Julian Lienen, Ngonga Axel-Cyrille Ngomo

HT, 2022, #inproceedings

Hashing the Hypertrie: Space- and Time-Efficient Indexing for SPARQL in Tensors

By Alexander Bigerl, Lixi Conrads, Charlotte Behning, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo

The Semantic Web -- ISWC 2022, 2022, #inproceedings

Learning Concept Lengths Accelerates Concept Learning in ALC

By N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Ngonga Axel-Cyrille Ngomo

ESWC, 2022, #inproceedings

EvoLearner: Learning Description Logics with Evolutionary Algorithms

By Stefan Heindorf, Lukas Blübaum, Nick D\usterhus, Till Werner, Varun Golani Nandkumar, Caglar Demir, Axel-Cyrille Ngonga Ngomo

WWW, 2022, #inproceedings

REBench: Microbenchmarking Framework for Relation Extraction Systems

By Manzoor Ali, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo

ISWC, 2022, #inproceedings

MultPAX: Keyphrase Extraction using Language Models and Knowledge Graphs

By Hamada M. Zahera, Daniel Vollmers, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo

ISWC, 2022, #inproceedings

SynthG: Mimicking RDF Graphs Using Tensor Factorization

By Abdelmoneim Amer Desouki, Felix Conrads, Michael Röder, Axel-Cyrille Ngonga Ngomo

Proceedings of the 15th IEEE International Conference on Semantic Computing (ICSC), 2021, #inproceedings

Convolutional Hypercomplex Embeddings for Link Prediction

By Caglar Demir, Diego Moussallem, Stefan Heindorf, Axel-Cyrille Ngonga Ngomo

Asian Conference on Machine Learning, 2021, #inproceedings

Convolutional Complex Knowledge Graph Embeddings

By Caglar Demir, Axel-Cyrille Ngonga Ngomo

Eighteenth Extended Semantic Web Conference - Research Track, 2021, #inproceedings

LEMMING -- Example-based Mimicking of Knowledge Graphs

By Michael Röder, Pham Thuy Sy Nguyen, Felix Conrads, Ana Alexandra Morim da Silva, Axel-Cyrille Ngonga Ngomo

Proceedings of the 15th IEEE International Conference on Semantic Computing (ICSC), 2021, #inproceedings

LAUREN - Knowledge Graph Summarization for Question Answering

By Rricha Jalota, Daniel Vollmers, Diego Moussallem, Axel-Cyrille Ngonga Ngomo

Proceedings of the 15th IEEE International Conference on Semantic Computing (ICSC 2021), 2021, #inproceedings

ORCA -- a Benchmark for Data Web Crawlers

By Michael Röder, Geraldo de Souza Jr., Denis Kuchelev, Abdelmoneim Amer Desouki, Axel-Cyrille Ngonga Ngomo

Proceedings of the 15th IEEE International Conference on Semantic Computing (ICSC), 2021, #inproceedings

Multilingual Verbalization and Summarization for Explainable Link Discovery

By Abdullah Fathi Ahmed, Mohamed Ahmed Sherif, Diego Moussallem, Axel-Cyrille Ngonga Ngomo

Data & Knowledge Engineering, 2021, #article

Twitter Network Mimicking for Data Storage Benchmarking

By René Speck, Diego Moussallem, Axel-Cyrille Ngonga Ngomo

Proceedings of the 15th IEEE International Conference on Semantic Computing (ICSC), 2021, #inproceedings

A shallow neural model for relation prediction

By Caglar Demir, Diego Moussallem, Axel-Cyrille Ngonga Ngomo

Proceedings of the 15th IEEE International Conference on Semantic Computing (ICSC 2021), 2021, #inproceedings

Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings

By Hamada M. Zahera, Stefan Heindorf, Stefan Balke, Jonas Haupt, Martin Voigt, Carolin Walter, Fabian Witter, Axel-Cyrille Ngonga Ngomo

ESWC, 2022, #inproceedings

CausalQA: A Benchmark for Causal Question Answering

By Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, Martin Potthast

COLING, 2022, #inproceedings

Hardware-agnostic computation for large-scale knowledge graph embeddings

By Caglar Demir, Axel-Cyrille Ngonga Ngomo

Software Impacts, 2022, #article

HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs

By Umair Qudus, Michael Röder, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo

The Semantic Web -- ISWC 2022, 2022, #inproceedings

Kronecker Decomposition for Knowledge Graph Embeddings

By Caglar Demir, Julian Lienen, Ngonga Axel-Cyrille Ngomo

HT, 2022, #inproceedings