@proceedings{kallm-2026-1,
    title = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.0/"
}
@inproceedings{pasquini-etal-2026-linguistic,
    title = "Linguistic Initialization for Inductive Reasoning in Heterogeneous Knowledge Graphs",
    author = "Pasquini, Daniele  and
      Croce, Danilo  and
      Basili, Roberto",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.1/",
    doi = "10.63317/2cxo43n6o593",
    pages = "1--10"
}
@inproceedings{touchent-de-la-clergerie-2026-ontobook,
    title = "{O}nto{B}ook: Ontology-Grounded Synthetic Textbooks for Medical Encoder Pretraining",
    author = "Touchent, Rian  and
      de la Clergerie, {\'E}ric",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.2/",
    doi = "10.63317/37ik5npnrvv6",
    pages = "11--19"
}
@inproceedings{gendron-etal-2026-conversational,
    title = "Conversational Control with Ontologies for Large Language Models: A Lightweight Framework for Constrained Generation",
    author = "Gendron, Barbara  and
      Guibon, Gael  and
      d{'}Aquin, Mathieu",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.3/",
    doi = "10.63317/446x4ysrhfeq",
    pages = "20--35"
}
@inproceedings{grover-etal-2026-one,
    title = "Is One Token All It Takes? Graph Pooling Tokens for {LLM}-based {G}raph{QA}",
    author = "Grover, Ankit  and
      Giaretta, Lodovico  and
      Bourgerie, Remi  and
      Girdzijauskas, Sarunas",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.4/",
    doi = "10.63317/5fjja5d5fw33",
    pages = "36--44"
}
@inproceedings{dessi-ozsoy-2026-improving,
    title = "Improving {T}ext2{C}ypher with Confidence-Based Test-Time Strategies",
    author = "Dessi, Rima  and
      Ozsoy, Makbule Gulcin",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.5/",
    doi = "10.63317/2sw2u84kovdb",
    pages = "45--52"
}
@inproceedings{ghizzota-etal-2026-integrating,
    title = "Integrating Knowledge Graph and Large Language Models for Defining Business Strategies",
    author = "Ghizzota, Eleonora  and
      Jordan, Alex  and
      Petruzzelli, Alessandro  and
      Siciliani, Lucia  and
      Spillo, Giuseppe  and
      Basile, Pierpaolo  and
      Sola, Davide  and
      Scarso Borioli, Giovanni  and
      Semeraro, Giovanni",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.6/",
    doi = "10.63317/4e642nbxhuqr",
    pages = "53--62"
}
@inproceedings{zhang-marfurt-2026-groundedkg,
    title = "{GROUNDEDKG}-{RAG}: Grounded Knowledge Graph Index for Long-document Question Answering",
    author = "Zhang, Tianyi  and
      Marfurt, Andreas",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.7/",
    doi = "10.63317/3zwghvxm2rqk",
    pages = "63--72"
}
@inproceedings{vuth-etal-2026-ontology,
    title = "Ontology-Guided Synthetic Data Generation for Low-Resource Information Extraction: A Case Study in {IT} Heritage Domain",
    author = "Vuth, Nakanyseth  and
      Poncet, Emrick  and
      S{\'e}rasset, Gilles  and
      Schwab, Didier  and
      Djambian, Caroline  and
      Lecouteux, Benjamin",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.8/",
    doi = "10.63317/2ze7afc3v7zy",
    pages = "73--81"
}
@inproceedings{ali-2026-clinical,
    title = "A Clinical {SKOS} Ontology and Evaluation Benchmark for {LLM} Query Generation over {ICU} Knowledge Graphs",
    author = "Ali, Khurrum",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.9/",
    doi = "10.63317/4ph5haswh86k",
    pages = "82--92"
}
@inproceedings{magnifico-barbu-2026-rex,
    title = "{R}e{X}-{GG}: A {LLM} Ensemble Pipeline for Relation-extraction and Graph Generation",
    author = "Magnifico, Giacomo  and
      Barbu, Eduard",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.10/",
    doi = "10.63317/2qkh8idwebsv",
    pages = "93--101"
}
@inproceedings{kyaw-etal-2026-graph,
    title = "Graph Fusion across Languages Using Large Language Models",
    author = "Kyaw, Kaung Myat  and
      Agarwal, Khush  and
      Chan, Jonathan",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.11/",
    doi = "10.63317/3eka5ehdb339",
    pages = "102--109"
}
@inproceedings{karkout-etal-2026-efficient,
    title = "Efficient {KG}-Augmented {RAG} with Reusable Graph Community Summaries",
    author = "Karkout, Maha  and
      Khodorchenko, Maria Andreevna  and
      Butakov, Nikolay Alekseevich  and
      Nasonov, Denis",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.12/",
    doi = "10.63317/5fibrr6chehg",
    pages = "110--119"
}
@inproceedings{kleybolte-etal-2026-stack2graph,
    title = "{S}tack2{G}raph: A Structured Knowledge Representation of {S}tack {O}verflow Data for Retrieval-based Question Answering",
    author = "Kleybolte, Lukas Amadeus  and
      Ventura, Viviana  and
      Zarcone, Alessandra",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.13/",
    doi = "10.63317/583q4d3mwbdu",
    pages = "120--133"
}
@inproceedings{pommeret-etal-2026-llm,
    title = "{LLM}-based Atomic Propositions Help Weak Extractors: Evaluation of a Propositioner for Triplet Extraction",
    author = "Pommeret, Luc  and
      Gerald, Thomas  and
      Servan, Christophe  and
      Ghannay, Sahar  and
      Paroubek, Patrick  and
      Rosset, Sophie",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.14/",
    doi = "10.63317/3kna3utavhgb",
    pages = "134--143"
}
@inproceedings{schlor-etal-2026-towards,
    title = "Towards Knowledge Graph-Grounded Evaluation of Agentic {LLM}s on Cybersecurity Capture-the-Flag Challenges",
    author = {Schl{\"o}r, Daniel  and
      Bohn, Marius  and
      Wolf, Maximilian  and
      Bergner, Kevin  and
      Goldschmied, Christian  and
      Hotho, Andreas},
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.15/",
    doi = "10.63317/4ne74wm45iti",
    pages = "144--154"
}
@inproceedings{davidsson-harmouch-2026-end,
    title = "End-to-End Graph Retrieval Pipeline for Specialized Domains",
    author = "Davidsson, Haraldur  and
      Harmouch, Hazar",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.16/",
    doi = "10.63317/3xjhui2zyiws",
    pages = "155--165"
}
@inproceedings{six-etal-2026-structure,
    title = "The Structure-Content Trade-off in Knowledge Graph Retrieval: A Diagnostic Study of Question Decomposition",
    author = {Six, Valentin  and
      de Chalendar, Ga{\"e}l  and
      Dufraisse, Evan},
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.17/",
    doi = "10.63317/4aamore77jty",
    pages = "166--175"
}
@inproceedings{vanmechelen-etal-2026-quantifying,
    title = "Quantifying Retrieval Quality in {G}raph{RAG}: A Schema-Agnostic Approach",
    author = "Vanmechelen, Thibaud  and
      Achten, Alexandre  and
      Gabsi, Zaineb  and
      Skhiri, Sabri",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.18/",
    doi = "10.63317/5h4oct2t73a2",
    pages = "176--189"
}
@inproceedings{iferroudjene-etal-2026-wikidata,
    title = "A {W}ikidata-Based Framework to Measure Cross-Lingual Bias in Multilingual Large Language Models",
    author = "Iferroudjene, Mouloud  and
      Poggel, Lisa  and
      Schimmenti, Andrea  and
      Yang, Duo  and
      Shivashankar, Kanchan  and
      Kalo, Jan-Christoph  and
      Boscariol, Marta",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.19/",
    doi = "10.63317/29b354pejyrt",
    pages = "190--209"
}
@inproceedings{kolk-etal-2026-evaluating,
    title = "Evaluating Large Language Models for Strategic Knowledge Extraction in Capability-Based Planning",
    author = "Kolk, Hein C.  and
      Garc{\'i}a-Fern{\'a}ndez, Julia  and
      Bronkhorst, Julia  and
      Bakker, Roos M.",
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.20/",
    doi = "10.63317/4pp744dg8ixs",
    pages = "210--220"
}
@inproceedings{ilves-etal-2026-large,
    title = "Large Language Models for Knowledge Graph Extraction: A Schema-Constrained Evaluation Framework",
    author = {Ilves, Markus  and
      Barbu, Eduard  and
      {\"U}bi, Jaan},
    editor = "S{\'e}rasset, Gilles  and
      Gkirtzou, Katerina  and
      Cochez, Michael  and
      Kalo, Jan-Christoph",
    booktitle = "Proceedings of the Knowledge Graphs and Large Language Models Workshop ({KG}-{LLM}) @ {LREC}26",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.kallm-1.21/",
    doi = "10.63317/3icoxh7axwxy",
    pages = "221--228"
}