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8th Text2Story@ECIR 2025: Lucca, Italy
- Ricardo Campos, Alípio Mário Jorge, Adam Jatowt, Sumit Bhatia, Marina Litvak:

Proceedings of Text2Story - Eighth Workshop on Narrative Extraction From Texts held in conjunction with the 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, April 10, 2025. CEUR Workshop Proceedings 3964, CEUR-WS.org 2025
Keynote Speaker
- Sara Tonelli:

Revisiting Frames for Event Extraction in the Digital Humanities. 1-2
Research Papers
- Brian Keith, Fausto German, Eric Krokos, Sarah Joseph, Chris North:

Explainable AI Components for Narrative Map Extraction. 3-14 - Fausto German, Brian Keith, Chris North:

Narrative Trails: A Method for Coherent Storyline Extraction via Maximum Capacity Path Optimization. 15-27 - Janak Kapuriya, Paul Buitelaar:

FlintstonesSV++ : Improving Story Narration using Visual Scene Graph. 29-38 - Tony Veale:

Flipping The Script: Complementary Modes of Story Generation in Comics. 39-48 - Veysel Kocaman, M. Aytug Kaya, Yigit Gul, Cabir Celik, David Talby, Mehmet Butgul, Hasham Ul Haq:

Beyond Negation Detection: Comprehensive Assertion Detection Models for Clinical NLP. 49-65 - Kai-Robin Lange, Tobias Schmidt, Matthias Reccius, Henrik Müller, Michael Roos, Carsten Jentsch:

Narrative Shift Detection: A Hybrid Approach of Dynamic Topic Models and Large Language Models. 67-80 - Angelina Parfenova:

Unveiling Hidden Stories: Automated Narrative Extraction from Holocaust Diaries with Ensemble LLMs. 81-92 - Veysel Kocaman, Muhammed Santas, Yigit Gul, Mehmet Butgul, David Talby:

Can Zero-Shot Commerical API's Deliver Regulatory-Grade Clinical Text De-Identification? 93-106 - Tarfah Alrashid, Robert J. Gaizauskas:

Automatic Segmentation of Narrative Text Into Scenes According to SceneML. 107-116 - Pablo Gervás, Jose Luis López Calle:

Accounting for the Importance of Changes in Event Actuality in the Representation of Narrative. 117-125 - Pablo Gervás:

Interpreting Narrations of Events Witnessed: Relying on Location Data to Help Place Embedded Stories. 127-135 - Sergej Wildemann, Erick Elejalde:

Automated Identification of Competing Narratives in Political Discourse on Social Media. 137-147 - Ana Luísa Fernandes, Purificação Silvano, Nuno Guimarães, Rita Rb-Silva, Tahsir Ahmed Munna, Luís Filipe Cunha, Antonio Leal, Ricardo Campos, Alípio Jorge:

Human Experts vs. Large Language Models: Evaluating Annotation Scheme and Guidelines Development for Clinical Narratives. 149-160 - Tahsir Ahmed Munna, Ana Luísa Fernandes, Purificação Silvano, Nuno Guimarães, Alípio Jorge:

Using LLMs to Generate Patient Journeys in Portuguese: an Experiment. 161-173
Work in Progress, Demos and Dissemination
- Justina Mandravickaite:

Disinformation vs. Trustworthy News: A Knowledge Graph-Based Analysis of Narrative and Framing Patterns. 175-183 - Nicolò Pratelli, Valentina Bartalesi:

Weaving Tales of Crafts: Narrative Creation for Cultural Heritage Preservation. 185-191 - Siddharth Tumre, Alok Kumar, Ajay Phade, Nihar Riswadkar, Sangameshwar Patil:

Newsletter-Factory: A Thematic Newsletter Generation Tool for Curating Business Insights. 193-200 - Jonas Rieger, Lars Grönberg, Carmen Loschke, Sibylle Braungardt:

Monitoring narratives about the energy transition in Germany. 201-214 - Aditya K. Surikuchi, Raquel Fernández, Sandro Pezzelle:

On the Challenges in Evaluating Visually Grounded Stories. 215-223

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