Research, Resource and In-Use Papers

Research

• Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction [pdf]
  by Nicolas Hubert, Pierre Monnin, Armelle Brun and Monticolo Davy
• QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs [pdf]
  by Ruijie Wang, Luca Rossetto, Michael Cochez and Abraham Bernstein
• Leveraging Pre-trained Language Models for Time Interval Prediction in Text-Enhanced Temporal Knowledge Graphs [pdf]
  by Duygu Sezen Islakoglu, Melisachew Wudage Chekol and Yannis Velegrakis
• A Language Model based Framework for New Concept Placement in Ontologies [pdf]
  by Hang Dong, Jiaoyan Chen, Yuan He, Yongsheng Gao and Ian Horrocks
• SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines [pdf]
  by Alexander Brinkmann, Roee Shraga and Christian Bizer
• Explanation of Link Predictions on Knowledge Graphs via Levelwise Filtering and Graph Summarization [pdf]
  by Roberto Barile, Claudia d’Amato and Nicola Fanizzi
• Efficient Evaluation of Conjunctive Regular Path Queries Using Multi-way Joins [pdf]
  by Nikolaos Karalis, Alexander Bigerl, Liss Heidrich, Mohamed Sherif and Axel-Cyrille Ngonga Ngomo
• Can Contrastive Learning Refine Embeddings [pdf]
  by Lihui Liu, Jinha Kim and Vidit Bansal
• Do Similar Entities have Similar Embeddings? [pdf]
  by Nicolas Hubert, Heiko Paulheim, Armelle Brun and Monticolo Davy
• HolmE: Low-Dimensional Hyperbolic KG Embedding for Better Extrapolation [pdf]
  by Zhuoxun Zheng, Baifan Zhou, Hui Yang, Zhipeng Tan, Arild Waaler, Evgeny Kharlamov and Ahmet Soylu
• Navigating Ontology Development with Large Language Models: A Study on User Stories Modelling [pdf]
  by Javad Saeedizade and Eva Blomqvist
• ESLM: Improving entity summarization by leveraging language models [pdf]
  by Asep Fajar Firmansyah, Diego Moussallem and Axel-Cyrille Ngonga Ngomo
• Large Language Models for Scientific Question Answering: an Extensive Analysis of the SciQA Benchmark [pdf]
  by Jens Lehmann, Antonello Meloni, Enrico Motta, Francesco Osborne, Diego Reforgiato Recupero, Angelo Antonio Salatino and Sahar Vahdati

Resource

• PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips [pdf]
  by Nicolas Hubert, Pierre Monnin, Mathieu d’Aquin, Armelle Brun and Monticolo Davy
• NORIA-O: An Ontology for Anomaly Detection and Incident Management in ICT Systems [pdf]
  by Lionel Tailhardat, Yoan Chabot and Raphaël Troncy
• FlexRML: A Flexible and Memory Efficient Knowledge Graph Materializer [pdf]
  by Michael Freund, Sebastian Schmid, Rene Dorsch and Andreas Harth
• IICONGRAPH: improved Iconographic and Iconological Statements in Knowledge Graphs [pdf]
  by Bruno Sartini
• VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph [pdf]
  by Jicheng Yuan, Anh Le-Tuan, Manh Nguyen Duc, Trung-Kien Tran, Manfred Hauswirth and Danh Le Phuoc
• OfficeGraph: A Knowledge Graph of Office Building IoT Measurements [pdf]
  by Roderick van der Weerdt, Victor de Boer, Ronald Siebes, Ronnie Groenewold and Frank van Harmelen
• Musical Meetups Knowledge Graph (MMKG): a network of evidence for historical social network analysis [pdf]
  by Alba Morales Tirado, Jason Carvalho, Marco Ratta, Paul Mulholland, Helen Barlow, Trevor Herbert, Chukwudi Uwasomba and Enrico Daga
• SMW Cloud: A Corpus of Domain-Specific Knowledge Graphs from Semantic MediaWikis [pdf]
  by Daniil Dobriy, Martin Beno and Axel Polleres
• SousLeSens – a Comprehensive Suite for the Industrial Practice of Semantic Knowledge Graphs [pdf]
  by Claude Fauconnet, Jean-Charles Leclerc, Arkopaul Sarkar and Hedi Karray
• MLSea: A Semantic Layer for Discoverable Machine Learning [pdf]
  by Ioannis Dasoulas, Duo Yang and Anastasia Dimou
• Enabling Social Demography Research using Semantic Technologies [pdf]
  by Lise Stork, Richard Zijdeman, Ilaria Tiddi and Annette ten Teije
• SCOOP all the Constraints’ Flavours for your Knowledge Graph [pdf]
  by Xuemin Duan, David Chaves-Fraga, Olivier Derom and Anastasia Dimou
• FidMark: A Fiducial Marker Ontology for Semantically Describing Visual Markers [pdf]
  by Maxim Van de Wynckel, Isaac Valadez and Beat Signer
• Generate and Update Large RDF Knowledge Graphs on Commodity Hardware [pdf]
  by Antoine Willerval, Dennis Diefenbach and Angela Bonifati

In-Use

• Automation of Electronic Invoice Validation using Knowledge Graph Technologies [pdf]
  by Johannes Mäkelburg, Christian John and Maribel Acosta
• Towards Cyber Mapping the German Financial System with Knowledge Graphs [pdf]
  by Markus Schröder, Jacqueline Krüger, Neda Foroutan, Philipp Horn, Christoph Fricke, Ezgi Delikanli, Heiko Maus and Andreas Dengel
• Integrating domain knowledge for enhanced concept model explainability in Plant Disease classification [pdf]
  by Jihen Amara, Sheeba Samuel and Birgitta König-Ries
• Generative Expression Constrained Knowledge-based decoding for Open data [pdf]
  by Lucas Lageweg and Benno Kruit
• OntoEditor: Real-time Collaboration via Distributed Version Control for Ontology Development [pdf]
  by Ahmad Hemid, Waleed Shabbir, Abderrahmane Khiat, Christoph Quix, Christoph Lange and Stefan Decker

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