📰 Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 2026 — accepted papers

Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 2026 is the 2026 edition of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26, held in Palma, Mallorca (Spain), May 2026 (publisher: European Language Resources Association (ELRA)). The ACL Anthology lists 21 papers of it; our library holds 8 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Palma, Mallorca (Spain) · 🗓 May 2026

All accepted papers (21)

The most cited first; 8 with our summary link to their page here, the others to the original.

1. A Clinical SKOS Ontology and Evaluation Benchmark for LLM Query Generation over ICU Knowledge Graphs ↗Khurrum Ali
2. A Wikidata-Based Framework to Measure Cross-Lingual Bias in Multilingual Large Language Models ↗Mouloud Iferroudjene, Lisa Poggel, Andrea Schimmenti et al.
3. Conversational Control with Ontologies for Large Language Models: A Lightweight Framework for Constrained Generation ↗Barbara Gendron, Gael Guibon, Mathieu d'Aquin
4. Efficient KG-Augmented RAG with Reusable Graph Community Summaries ↗Maha Karkout, Maria Andreevna Khodorchenko, Nikolay Alekseevich Butakov et al.
5. End-to-End Graph Retrieval Pipeline for Specialized Domains ↗Haraldur Davidsson, Hazar Harmouch
6. Evaluating Large Language Models for Strategic Knowledge Extraction in Capability-Based Planning ↗Hein C. Kolk, Julia García-Fernández, Julia Bronkhorst et al.
7. GROUNDEDKG-RAG: Grounded Knowledge Graph Index for Long-document Question Answering ↗Tianyi Zhang, Andreas Marfurt
8. Graph Fusion across Languages Using Large Language Models ↗Kaung Myat Kyaw, Khush Agarwal, Jonathan Chan
9. Improving Text2Cypher with Confidence-Based Test-Time Strategies ↗Rima Dessi, Makbule Gulcin Ozsoy
10. Integrating Knowledge Graph and Large Language Models for Defining Business Strategies ↗Eleonora Ghizzota, Alex Jordan, Alessandro Petruzzelli et al.
11. Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA ↗Ankit Grover, Lodovico Giaretta, Remi Bourgerie et al.
12. LLM-based Atomic Propositions Help Weak Extractors: Evaluation of a Propositioner for Triplet ExtractionLuc Pommeret, Thomas Gerald, Christophe Servan et al.our summary
13. Large Language Models for Knowledge Graph Extraction: A Schema-Constrained Evaluation Framework ↗Markus Ilves, Eduard Barbu, Jaan Übi
14. Linguistic Initialization for Inductive Reasoning in Heterogeneous Knowledge GraphsDaniele Pasquini, Danilo Croce, Roberto Basiliour summary
15. OntoBook: Ontology-Grounded Synthetic Textbooks for Medical Encoder PretrainingRian Touchent, Éric de la Clergerieour summary
16. Ontology-Guided Synthetic Data Generation for Low-Resource Information Extraction: A Case Study in IT Heritage DomainNakanyseth Vuth, Emrick Poncet, Gilles Sérasset et al.our summary
17. Quantifying Retrieval Quality in GraphRAG: A Schema-Agnostic ApproachThibaud Vanmechelen, Alexandre Achten, Zaineb Gabsi et al.our summary
18. ReX-GG: A LLM Ensemble Pipeline for Relation-extraction and Graph GenerationGiacomo Magnifico, Eduard Barbuour summary
19. Stack2Graph: A Structured Knowledge Representation of Stack Overflow Data for Retrieval-based Question Answering ↗Lukas Amadeus Kleybolte, Viviana Ventura, Alessandra Zarcone
20. The Structure-Content Trade-off in Knowledge Graph Retrieval: A Diagnostic Study of Question DecompositionValentin Six, Gaël de Chalendar, Evan Dufraisseour summary
21. Towards Knowledge Graph-Grounded Evaluation of Agentic LLMs on Cybersecurity Capture-the-Flag ChallengesDaniel Schlör, Marius Bohn, Maximilian Wolf et al.our summary

📄 Papers with our summary in our library (8)

The most cited first (OpenAlex citations plus our library's).

1. ReX-GG: A LLM Ensemble Pipeline for Relation-extraction and Graph GenerationKnowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26Giacomo Magnifico, Eduard Barbu2026
2. Linguistic Initialization for Inductive Reasoning in Heterogeneous Knowledge GraphsKnowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26Daniele Pasquini, Danilo Croce, Roberto Basili2026
3. LLM-based Atomic Propositions Help Weak Extractors: Evaluation of a Propositioner for Triplet ExtractionKnowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26Luc Pommeret, Thomas Gerald, Patrick Paroubek, et al.2026
4. Towards Knowledge Graph-Grounded Evaluation of Agentic LLMs on Cybersecurity Capture-the-Flag ChallengesKnowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26Daniel Schlör, Marius Bohn, Maximilian Wolf, et al.2026
5. The Structure-Content Trade-off in Knowledge Graph Retrieval: A Diagnostic Study of Question DecompositionKnowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26Valentin Six, Gaël de Chalendar, Evan Dufraisse2026
6. OntoBook: Ontology-Grounded Synthetic Textbooks for Medical Encoder PretrainingKnowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26Rian Touchent, Éric de la Clergerie2026
7. Quantifying Retrieval Quality in GraphRAG: A Schema-Agnostic ApproachKnowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26Thibaud Vanmechelen, Alexandre Achten, Zaineb Gabsi, et al.2026
8. Ontology-Guided Synthetic Data Generation for Low-Resource Information Extraction: A Case Study in IT Heritage DomainKnowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26Nakanyseth Vuth, Emrick Poncet, Gilles Sérasset, et al.2026

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🕸️Knowledge graphs & ontologies (5)🧠Language models & pretraining (2)🔎Information extraction (2)🔍Information retrieval & search (2)🌱Low-resource languages (1)📏Evaluation & benchmarks (1)🧮Reasoning (1)

📚 Fields

🖥️Computer Science (8)🎭Arts and Humanities (7)🧬Biochemistry, Genetics and Molecular Biology (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🔬Centre National de la Recherche ScientifiqueParis · France2 works here🎓Université Paris-SaclayGif-sur-Yvette · France2 works here🎓Institut polytechnique de GrenobleGrenoble · France1 work here🎓University of Rome Tor VergataRome · Italy1 work here🎓Georgia Institute of TechnologyAtlanta · United States1 work here🔬Institut national de recherche en sciences et technologies du numériqueLe Chesnay-Rocquencourt · France1 work here🎓University of WürzburgWürzburg · Germany1 work here🏛️Commissariat à l'Énergie Atomique et aux Énergies AlternativesParis · France1 work here🔬CEA Paris-Saclay - Etablissement de SaclaySaclay · France1 work here🎓Sorbonne UniversitéParis · France1 work here🏛️Laboratoire d'Intégration des Systèmes et des TechnologiesPalaiseau · France1 work here🔬Laboratoire d'Informatique de GrenobleGrenoble · France1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/kallm/2026/