KGSWC

Paper 01

Harness Engineering for Ontology-Grounded Semantic Parsing with Small Language Models

AUTHORS

Milos Nenadovic and Valentina Janev

Paper 02

ThreatGraph AI: Cyber Threat Analysis and Risk Prediction

AUTHORS

Özge Kaçmaz and Fatmana Şentürk

Paper 03

From Semantic Conformance to Behavioral Interoperability Testing: An Ontology-Driven Constraint Validation Framework

AUTHORS

Tareq Md Rabiul Hossain Chy, Cornelis Bouter, Laura Daniele, Antonio Kung, Olivier Genest, Henon Mengistu Lamboro, Léo Cornec, Cécile Rabrait and Amélie Gyrard

Paper 04

A Semantic Backbone for European Rail Data Exchange: Automating the Telematics Extension of the ERA Ontology

AUTHORS

Ghislain Atemezing

Paper 05

An OWL 2 Object-Property Cheat Sheet

AUTHORS

John Beverley

Paper 06

A Temporal Knowledge Graph Schema to Support Point-in-Time Grounding of LLM Answers over Legal Sources

AUTHORS

Goran Marković, Slobodan Beliga and Ana Meštrović

Paper 07

SelfGraphRAG: Bridging the Supervision Gap in Graph-Based RAG with Synthetic QA Generation

AUTHORS

Ben Lagnese and Manas Gaur

Paper 08

MEMENTO - Meta-Annotated Change Graph Based Management of Evolving Ontologies

AUTHORS

Clarissa Astuto, Biondi Serena, Brisindi Laura, Carmela De Felice, Carmelo Fabio Longo, Mirko Giuseppe Mangano, Marianna Nicolosi Asmundo and Daniele Francesco Santamaria

Paper 09

Scheduled Penalty Learning for Box Embeddings

AUTHORS

Fabia Martens, Nan Liu, Philipp Schmurr, Karl-Uwe Stucky, Wolfgang Suess and Veit Hagenmeyer

Paper 10

LLM Generation of Ontology Artifacts with Graph-Based Correction

AUTHORS

Hayden Freedman, Neda Abolhassani, Javarrus Mickle, Alfredo Garcia and Teresa Tung

Paper 11

DART: Domain-Agnostic Retrieval-based Column Type Annotation

AUTHORS

Nan Liu, Xuanhao Mu, Zhiyu Pan, Wolfgang Suess and Veit Hagenmeyer

Paper 12

Integrating Henkin Flexible-Level Meta-Modelling into the HermiT Reasoner

AUTHORS

Leonardo Melgar, Joaquín Vidal, Bruno Di Bello, Regina Motz and Edelweis Rohrer

Paper 13

Assessing Schema-Guided SPARQL Path Resolution for Ontology-Aware GraphRAG

AUTHORS

Chris Davis Jaldi, Anmol Saini, Elham Ghiasi and Cogan Shimizu

Paper 14

Visual Ocean Explorer: Automating Chart Selection over Linked Marine Data through Ontological Intent

AUTHORS

Dario Ceballos

Paper 15

Toward Polyphonic Organizations: An Ontology for Event Individuation and Polyvocal Interpretation

AUTHORS

Kazuhisa Nakano, Koki Ijuin and Takuichi Nishimura

Paper 16

Demand Profiles for Knowledge Graph Benchmarks: A Cognitively Grounded, System-Agnostic Characterization of Task Difficulty

AUTHORS

Sara Todorovikj

Paper 17

AnnoTology: Ontology Term Retrieval for Interactive Metadata Template Annotation

AUTHORS

Hajira Jabeen and Zawyar Rehman

Paper 18

Knowledge Graphs Quality Assessment in the Era of LLMs: A Conceptual Framework

AUTHORS

Elwin Huaman

Paper 19

Towards automated formal verification of ShEx with Lean

AUTHORS

Jose Emilio Labra Gayo and Eric Prud'hommeaux

Paper 20

Hybrid Semantic Embeddings and Similarity Learning for Ontology Alignment

AUTHORS

Sevinj Teymurova, Ernesto Jiménez-Ruiz and Tillman Weyde

Paper 21

Saying Is Still Not Modelling: An Empirical Audit of LLM-Generated Knowledge Graphs for Terminology in the Humanities

AUTHORS

Stergios Chatzikyriakidis

Paper 22

How to Enhance Data Literacy of a Linked Data Cloud of Heterogeneous Cultural Heritage Collections: Case SampoSampo – Connecting Everything to Everything Else

AUTHORS

Henna Poikkimäki, Eero Hyvönen and Petri Leskinen

Paper 23

A Neuro-Symbolic Framework for Knowledge Graph Construction from Text

AUTHORS

Gandharva Naveen, Abdulsobur Oyewale, Ronit Banerjee, Aakash Thatte, Ananya Ananya, Ziwei Xu, Diego Moussallem, Yogesh Kulkarni and Tommaso Soru

Paper 24

Ontology Conceptual Accessibility and Drift in LLM–Knowledge Graph Interaction

AUTHORS

Chris Davis Jaldi, Anmol Saini, Antrea Christou and Cogan Shimizu

Paper 25

How to Mitigate the Memorization Effect? Towards Realistic Evaluations of Multilingual KGQA Systems Using Dynamically Generated Benchmark Datasets

AUTHORS

Aleksandr Gashkov, Maria Eltsova, Aleksandr Perevalov and Andreas Both

Accepted Papers

KGSWC-2026 Accepted Papers

25

2026

KGSWC

Accepted Research Contributions

Harness Engineering for Ontology-Grounded Semantic Parsing with Small Language Models

ThreatGraph AI: Cyber Threat Analysis and Risk Prediction

From Semantic Conformance to Behavioral Interoperability Testing: An Ontology-Driven Constraint Validation Framework

A Semantic Backbone for European Rail Data Exchange: Automating the Telematics Extension of the ERA Ontology

An OWL 2 Object-Property Cheat Sheet

A Temporal Knowledge Graph Schema to Support Point-in-Time Grounding of LLM Answers over Legal Sources

SelfGraphRAG: Bridging the Supervision Gap in Graph-Based RAG with Synthetic QA Generation

MEMENTO - Meta-Annotated Change Graph Based Management of Evolving Ontologies

Scheduled Penalty Learning for Box Embeddings

LLM Generation of Ontology Artifacts with Graph-Based Correction

DART: Domain-Agnostic Retrieval-based Column Type Annotation

Integrating Henkin Flexible-Level Meta-Modelling into the HermiT Reasoner

Assessing Schema-Guided SPARQL Path Resolution for Ontology-Aware GraphRAG

Visual Ocean Explorer: Automating Chart Selection over Linked Marine Data through Ontological Intent

Toward Polyphonic Organizations: An Ontology for Event Individuation and Polyvocal Interpretation

Demand Profiles for Knowledge Graph Benchmarks: A Cognitively Grounded, System-Agnostic Characterization of Task Difficulty

AnnoTology: Ontology Term Retrieval for Interactive Metadata Template Annotation

Knowledge Graphs Quality Assessment in the Era of LLMs: A Conceptual Framework

Towards automated formal verification of ShEx with Lean

Hybrid Semantic Embeddings and Similarity Learning for Ontology Alignment

Saying Is Still Not Modelling: An Empirical Audit of LLM-Generated Knowledge Graphs for Terminology in the Humanities

How to Enhance Data Literacy of a Linked Data Cloud of Heterogeneous Cultural Heritage Collections: Case SampoSampo – Connecting Everything to Everything Else

A Neuro-Symbolic Framework for Knowledge Graph Construction from Text

Ontology Conceptual Accessibility and Drift in LLM–Knowledge Graph Interaction

How to Mitigate the Memorization Effect? Towards Realistic Evaluations of Multilingual KGQA Systems Using Dynamically Generated Benchmark Datasets

KGSWC-2026

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