| Vol-2860 urn:nbn:de:0074-2860-0 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# Text2Story 2021
Fourth Workshop on Narrative Extraction From Texts

### Proceedings of Text2Story — Fourth Workshop on Narrative Extraction From Texts
held in conjunction with the 43rd European Conference on Information Retrieval (ECIR 2021)

### Lucca, Italy, April 1, 2021 (online event due to Covid-19 outbreak).

Edited by

### Ricardo Campos 1,3
Alípio Mário Jorge 1,2
Adam Jatowt 4
Sumit Bhatia 5
Mark Finlayson 6

1 INESC TEC, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
2 FCUP, University of Porto, Rua do Campo Alegre, s/n, 4169-007 Porto, Portugal
3 Ci2 - Smart Cities Research Center - Polytechnic Institute of Tomar, Quinta do Contador - Estrada da Serra, 2300-313 Tomar, Portugal
4 University of Innsbruck, Austria, Innrain 52, 6020 Innsbruck, Austria
5 IBM Research AI, India, ISID Campus, Plot No. 4, Block C, New Delhi 110070, India
6 Florida International University, USA, 11200 S.W. 8th Street, CASE Building Room 362, Miami, FL 33199, USA

## Table of Contents

- Preface
  Summary: There were 20 papers submitted for peer-review to this workshop. Out of these, 11 papers were accepted for this volume, 6 as regular papers, 1 demo paper, 1 nectar paper, 1 project description and 2 work in progress papers.

### First Story: Keynote Speakers

- Storytelling Through Infographics 01-02
  José Alves, Célia Rodrigues
- How Wikimedia Understands the Text2Narrative Process 03-06
  Leila Zia

### Second Story: Research Papers

- A Pilot Study on Annotating Scenes in Narrative Text using SceneML 07-14
  Tarfah Alrashid, Robert Gaizauskas
- A Different Story: How Conservative Narratives Diverge Between Twitter and Parler 15-22
  Regina Catipon, Onur Savas
- A Model of Interpretation of Embedded Stories 23-31
  Pablo Gervás
- Stories from Blogs: Computational Extraction and Visualization of Narratives 33-40
  Muhammad Nihal Hussain, Hayder Al Rubaye, Kiran Kumar Bandeli, Nitin Agarwal
- Which entities are relevant for the story? 41-48
  Pooja Oza, Laura Dietz
- Brat2Viz: a Tool and Pipeline for Visualizing Narratives from Annotated Texts 49-56
  Evelin Amorim, Alexandre Ribeiro, Brenda Santana, Inês Cantante, Alípio Jorge, Sérgio Nunes, Purificação Silvano, António Leal, Ricardo Campos

### Third Story: Demo Papers

- Demonstrating Narrative Bindings: Linking Discourses to Knowledge Repositories 57-63
  Hermann Kroll, Denis Nagel, Morris Kunz, Wolf-Tilo Balke

### Fourth Story: Nectar Papers

- The Nectar of Missing Position Prediction for Story Completion 65-69
  Yusuke Mori, Hiroaki Yamane, Yusuke Mukuta, Tatsuya Harada

### Fifth Story: Project Description Papers

- THEaiTRE 1.0: Interactive Generation of Theatre Play Scripts 71-76
  Rudolf Rosa, Tomáš Musil, Ondrej Dusek, Dominik Jurko, Patrícia Schmidtová, David Marecek, Ondřej Bojar, Tom Kocmi, Daniel Hrbek, David Košťák, Martina Kinská, Marie Nováková, Josef Doležal, Klára Vosecká, Tomáš Studeník, Petr Žabka

### Sixth Story: Work in Progress Papers

- Narrative Trends of COVID-19 Misinformation 77-80
  Thomas Marcoux, Nitin Agarwal
- Modeling Social Media Narratives about Caste-related News Stories 81-86
  Prashanth Vijayaraghavan, Lavanya Vijayaraghavan

2021-05-05: submitted by Ricardo Campos and João Cordeiro, metadata incl. bibliographic data published under Creative Commons CC0
2021-05-09: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|