Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26

Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor 2026-05 ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) text conference publication kallm-2026-1 https://aclanthology.org/2026.kallm-1.0/ Linguistic Initialization for Inductive Reasoning in Heterogeneous Knowledge Graphs Daniele Pasquini author Danilo Croce author Roberto Basili author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication pasquini-etal-2026-linguistic 10.63317/2cxo43n6o593 https://aclanthology.org/2026.kallm-1.1/ 2026-05 1 10 OntoBook: Ontology-Grounded Synthetic Textbooks for Medical Encoder Pretraining Rian Touchent author Éric de la Clergerie author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication touchent-de-la-clergerie-2026-ontobook 10.63317/37ik5npnrvv6 https://aclanthology.org/2026.kallm-1.2/ 2026-05 11 19 Conversational Control with Ontologies for Large Language Models: A Lightweight Framework for Constrained Generation Barbara Gendron author Gael Guibon author Mathieu d’Aquin author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication gendron-etal-2026-conversational 10.63317/446x4ysrhfeq https://aclanthology.org/2026.kallm-1.3/ 2026-05 20 35 Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA Ankit Grover author Lodovico Giaretta author Remi Bourgerie author Sarunas Girdzijauskas author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication grover-etal-2026-one 10.63317/5fjja5d5fw33 https://aclanthology.org/2026.kallm-1.4/ 2026-05 36 44 Improving Text2Cypher with Confidence-Based Test-Time Strategies Rima Dessi author Makbule Gulcin Ozsoy author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication dessi-ozsoy-2026-improving 10.63317/2sw2u84kovdb https://aclanthology.org/2026.kallm-1.5/ 2026-05 45 52 Integrating Knowledge Graph and Large Language Models for Defining Business Strategies Eleonora Ghizzota author Alex Jordan author Alessandro Petruzzelli author Lucia Siciliani author Giuseppe Spillo author Pierpaolo Basile author Davide Sola author Giovanni Scarso Borioli author Giovanni Semeraro author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication ghizzota-etal-2026-integrating 10.63317/4e642nbxhuqr https://aclanthology.org/2026.kallm-1.6/ 2026-05 53 62 GROUNDEDKG-RAG: Grounded Knowledge Graph Index for Long-document Question Answering Tianyi Zhang author Andreas Marfurt author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication zhang-marfurt-2026-groundedkg 10.63317/3zwghvxm2rqk https://aclanthology.org/2026.kallm-1.7/ 2026-05 63 72 Ontology-Guided Synthetic Data Generation for Low-Resource Information Extraction: A Case Study in IT Heritage Domain Nakanyseth Vuth author Emrick Poncet author Gilles Sérasset author Didier Schwab author Caroline Djambian author Benjamin Lecouteux author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication vuth-etal-2026-ontology 10.63317/2ze7afc3v7zy https://aclanthology.org/2026.kallm-1.8/ 2026-05 73 81 A Clinical SKOS Ontology and Evaluation Benchmark for LLM Query Generation over ICU Knowledge Graphs Khurrum Ali author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication ali-2026-clinical 10.63317/4ph5haswh86k https://aclanthology.org/2026.kallm-1.9/ 2026-05 82 92 ReX-GG: A LLM Ensemble Pipeline for Relation-extraction and Graph Generation Giacomo Magnifico author Eduard Barbu author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication magnifico-barbu-2026-rex 10.63317/2qkh8idwebsv https://aclanthology.org/2026.kallm-1.10/ 2026-05 93 101 Graph Fusion across Languages Using Large Language Models Kaung Myat Kyaw author Khush Agarwal author Jonathan Chan author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication kyaw-etal-2026-graph 10.63317/3eka5ehdb339 https://aclanthology.org/2026.kallm-1.11/ 2026-05 102 109 Efficient KG-Augmented RAG with Reusable Graph Community Summaries Maha Karkout author Maria Andreevna Khodorchenko author Nikolay Alekseevich Butakov author Denis Nasonov author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication karkout-etal-2026-efficient 10.63317/5fibrr6chehg https://aclanthology.org/2026.kallm-1.12/ 2026-05 110 119 Stack2Graph: A Structured Knowledge Representation of Stack Overflow Data for Retrieval-based Question Answering Lukas Amadeus Kleybolte author Viviana Ventura author Alessandra Zarcone author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication kleybolte-etal-2026-stack2graph 10.63317/583q4d3mwbdu https://aclanthology.org/2026.kallm-1.13/ 2026-05 120 133 LLM-based Atomic Propositions Help Weak Extractors: Evaluation of a Propositioner for Triplet Extraction Luc Pommeret author Thomas Gerald author Christophe Servan author Sahar Ghannay author Patrick Paroubek author Sophie Rosset author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication pommeret-etal-2026-llm 10.63317/3kna3utavhgb https://aclanthology.org/2026.kallm-1.14/ 2026-05 134 143 Towards Knowledge Graph-Grounded Evaluation of Agentic LLMs on Cybersecurity Capture-the-Flag Challenges Daniel Schlör author Marius Bohn author Maximilian Wolf author Kevin Bergner author Christian Goldschmied author Andreas Hotho author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication schlor-etal-2026-towards 10.63317/4ne74wm45iti https://aclanthology.org/2026.kallm-1.15/ 2026-05 144 154 End-to-End Graph Retrieval Pipeline for Specialized Domains Haraldur Davidsson author Hazar Harmouch author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication davidsson-harmouch-2026-end 10.63317/3xjhui2zyiws https://aclanthology.org/2026.kallm-1.16/ 2026-05 155 165 The Structure-Content Trade-off in Knowledge Graph Retrieval: A Diagnostic Study of Question Decomposition Valentin Six author Gaël de Chalendar author Evan Dufraisse author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication six-etal-2026-structure 10.63317/4aamore77jty https://aclanthology.org/2026.kallm-1.17/ 2026-05 166 175 Quantifying Retrieval Quality in GraphRAG: A Schema-Agnostic Approach Thibaud Vanmechelen author Alexandre Achten author Zaineb Gabsi author Sabri Skhiri author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication vanmechelen-etal-2026-quantifying 10.63317/5h4oct2t73a2 https://aclanthology.org/2026.kallm-1.18/ 2026-05 176 189 A Wikidata-Based Framework to Measure Cross-Lingual Bias in Multilingual Large Language Models Mouloud Iferroudjene author Lisa Poggel author Andrea Schimmenti author Duo Yang author Kanchan Shivashankar author Jan-Christoph Kalo author Marta Boscariol author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication iferroudjene-etal-2026-wikidata 10.63317/29b354pejyrt https://aclanthology.org/2026.kallm-1.19/ 2026-05 190 209 Evaluating Large Language Models for Strategic Knowledge Extraction in Capability-Based Planning Hein C Kolk author Julia García-Fernández author Julia Bronkhorst author Roos M Bakker author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication kolk-etal-2026-evaluating 10.63317/4pp744dg8ixs https://aclanthology.org/2026.kallm-1.20/ 2026-05 210 220 Large Language Models for Knowledge Graph Extraction: A Schema-Constrained Evaluation Framework Markus Ilves author Eduard Barbu author Jaan Übi author 2026-05 text Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 Gilles Sérasset editor Katerina Gkirtzou editor Michael Cochez editor Jan-Christoph Kalo editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication ilves-etal-2026-large 10.63317/3icoxh7axwxy https://aclanthology.org/2026.kallm-1.21/ 2026-05 221 228