📰 Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26

Editions

Each year with works in our library has its page: the place and dates where known, its works, topics, authors and institutions.

2020s

🧭 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

📄 Works 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

Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.

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