TEXT2KG-BIKE 2026

Table of Contents

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• Leveraging Graph Structure in Seq2Seq Models for Knowledge Graph Link Prediction 1-9 PDF
  Luu Huu Phuc, Ratan Bahadur Thapa, Mojtaba Nayyeri, Jingcheng Wu, Evgeny Kharlamov, Steffen Staab
• From Text to Triples: A Neuro-Symbolic Pipeline for Structured Claim Extraction 10-20 PDF
  Massimiliano Fadda, Enrico Motta, Francesco Osborne, Diego Reforgiato Recupero, Angelo Salatino
• Mapping Latent Narrative Content Using LLMs: Essay on Economic Uncertainty Drivers 21-30 PDF
  Sami Diaf, Florian Schütze
• CIExMAS: Closed Information Extraction using Multi Agent Systems 31-45 PDF
  Max Lautenbach, Sven Hertling
• A Retrieval-Augmented LLM Pipeline for Generating Cognitive Conceptualization Knowledge Graphs 46-64 PDF
  Simone Pinna, Silvia Maria Massa, Diego Reforgiato, Daniele Riboni
• xch-MIND: Multi-Agent Interpretive Knowledge Graph Augmentation over Cultural Heritage Linked Data 65-83 PDF
  Michele Stingo
• Augmenting Datasets for Fine-Tuning Large Language Models Using Semantic Variations 84-97 PDF
  Alexander Chen, Caroline Tang, Jennifer Sleeman
• Using LLMs to Develop Legal Rule Ontologies for Compliance Checking 98-113 PDF
  Galileo Sartor, Enrico Francesconi, Adam Wyner
• Integrating LLMs and the PrOntoNarr Ontology for Automated KG Construction in Multi-level Propaganda Narrative Analysis 114-127 PDF
  Francesco Orciuoli, Antonella Pascuzzo, Sabrina Senatore
• An Agentic Framework for Dynamic Ontology Generation 128-137 PDF
  Ali Amini
• From “Strings” to “Things” for Personal Knowledge Graphs: Evaluating LLM Triple Extraction for Recommendation Systems 138-153 PDF
  Abhirup Dasgupta, Fernando Spadea, Oshani Seneviratne
• LLM-Assisted Multilingual Information Extraction for Knowledge Graph Population: The DBpedia Hindi Chapter 154-165 PDF
  Sanju Tiwari, Debarghya Datta, Aditya Venkatesh, Ronak Panchal, Ananya, Ronit Banerjee, Tommaso Soru
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• CareWeavers BiKE 2026: BERT-Initialised Graph Embeddings for Natural Product Knowledge Extraction 166-174 PDF
  Khyati Patni, Daksh Sammi, Rahul Kharkwal, Diksha Kashyap
• SPHOTA-NEXT: Ontology Enhanced Knowledge Injection for Biochemical Link Prediction 175-180 PDF
  Bharath Chand, Thara Prabhakaran, Sanju Tiwari
• A Multi-Stage Agent Framework with Knowledge Graph Alignment for Natural Product Literature Extraction 181-190 PDF
  Shixiong Zhao, Yanming He, Lakshan Karunathilake, Hideaki Takeda