Text2Story 2026

Table of Contents

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• Knowledge Extraction from Fiction Using Generative Large Language Models and Multilingual Semantic Parsing PDF
  Federico Pianzola
• Evaluating Generative AI and Agentic Systems: Methodologies for Systematic Assessment and Continuous Improvement PDF
  Arian Pasquali
• Agenda-based Narrative Extraction: Steering Pathfinding Algorithms with Large Language Models PDF
  Brian Felipe Keith-Norambuena, Carolina Inés Rojas-Córdova, Claudio Juvenal Meneses-Villegas, Elizabeth Johanna Lam-Esquenazi, Angélica María Flores-Bustos, Ignacio Alejandro Molina-Villablanca, Joshua Emanuel Leyton-Vallejos
• Symbolic Framing Meets Diffusion Modeling: How Tariff Narratives Spread on Social Media PDF
  Nitin Agarwal, Bishwa Prakash Subedi
• A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models PDF
  Andrei Marian Feier, Veysel Kocaman, Yigit Gul, Ahmet Korkmaz, Alexander Thomas, Aleksei Zakharov, Jay Gil, Mehmet Butgul, David Talby
• Semantic Interaction for Narrative Map Sensemaking: An Insight-based Evaluation PDF
  Brian Felipe Keith-Norambuena, Fausto German, Eric Krokos, Sarah Joseph, Chris North
• Following Socio-Environmental Conflict Narratives About Energy Transition in Chile: A Spatio-Temporal Analysis Using Dynamic Topic Modeling PDF
  Jonas Rieger, Felipe Muñoz, Lars Grönberg, Kai-Robin Lange, Iván Ojeda-Pereira, Darío Briceño, Christian Nass, Carsten Stahl, José Cassola, Carolina Rojas-Córdova, Brian Keith-Norambuena, Marcelo Lufin, Fernando Campos-Medina, Sebastián Herrera-León
• Narrative Similarity Detection Using Character Roles PDF
  Alexandra Barancová, Giovanni Sileno
• Hallucination or Creativity: How to Evaluate AI-Generated Scientific Stories? PDF
  Alex Argese, Pasquale Lisena, Raphael Troncy
• Evaluating Large Language Models for Character Identification in Italian Renaissance Epics PDF
  Gaudenzia Genoni, Alfio Ferrara, Stefano Montanelli
• Structural Patterns in Award-Winning Novellas PDF
  Milka Kaplan, Armin Shmilovici, Mark Last
• Dynamic Participatory Game Design with Local AI: From Interviews to Trauma-Aware Interactive Narratives PDF
  Kseniia Harshina, Tom Tucek, Mathias Lux
• Zero Prompting Segmentation of Movie Dialogues into Narrative Units PDF
  José Luis López Calle, Pablo Gervás
• Rethinking TRIZ for AI-Driven Narrative Generation PDF
  Cosimo Palma, Bertrand Jager
• Collapsing Distance: The Curse of Ground Truth in Computational Narrative Understanding PDF
  Junbo Huang, Ricardo Usbeck
• Narrative-Aware Domain Knowledge Integration for Annotation-Free Medical Image Localisation PDF
  Tahsir Ahmed Munna, Nuno Guimarães, Alípio Jorge