Vol-3117
urn:nbn:de:0074-3117-7

Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 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 2022
Fifth Workshop on Narrative Extraction From Texts

Proceedings of Text2Story — Fifth Workshop on Narrative Extraction From Texts
held in conjunction with the 44th European Conference on Information Retrieval (ECIR 2022)

Stavanger, Norway, April 10, 2022.

Edited by

Ricardo Campos^1,3
Alípio Mário Jorge^1,2
Adam Jatowt⁴
Sumit Bhatia⁵
Marina Litvak⁶

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 Shamoon Academic College of Engineering, Israel, 56 Bialik St. Be'er Sheva 8410802, Israel

Table of Contents

Preface
Summary: There were 21 papers submitted for peer-review to this workshop. Out of these, 12 papers were accepted for this volume, 7 as regular papers, 1 short paper, 1 demo paper, 1 position paper, and 2 work in progress papers.

Keynote Speakers

We Have the Best Words: From the Web-scale Extraction and Attribution of Quotes to Analyzing Negativity in U.S. Political Language 1
Andreas Spitz
Robust and Multilingual Analysis of Historical Documents 3-4
Antoine Doucet

Research Papers

Dynamic change detection in topics based on rolling LDAs 5-13
Jonas Rieger, Kai-Robin Lange, Jonathan Flossdorf, Carsten Jentsch
Simplifying Multilingual News Clustering Through Projection From a Shared Space 15-24
João Santos, Afonso Mendes, Sebastião Miranda
Causality Mining in Fiction 25-34
Margaret Meehan Dane Malenfant, Andrew Piper,
Changing the Narrative Perspective: From Ranking to Prompt-Based Generation of Entity Mentions 35-43
Mike Chen, Razvan Bunescu
Understanding COVID-19 News Coverage using Medical NLP 45-53
Ali Emre Varol, Veysel Kocaman, Hasham Ul Haq, David Talby
Extracting Impact Model Narratives from Social Services' Text 55-65
Bart Gajderowicz, Daniela Rosu, Mark S. Fox
MARCUS: An Event-Centric NLP Pipeline that generates Character Arcs from Narratives 67-74
Sriharsh Bhyravajjula, Ujwal Narayan, Manish Shrivastava

Short and Position Papers, Work in Progress and Demos

Comprehensive contextual visualization of a news archive for aiding story planning 75-81
Ishrat Rahman Sami, Tony Russell-Rose, Larisa Soldatova
Time for some German? Pre-Training a Transformer-based Temporal Tagger for German 83-90
Satya Almasian, Dennis Aumiller, Michael Gertz
EnDSUM: Entropy and Diversity based Disaster Tweet Summarization 91-96
Piyush Kumar Garg, Roshni Chakraborty, Sourav Kumar Dandapat
Exploring Data Augmentation for Classification of Climate Change Denial: Preliminary Study 97-109
Jakub Piskorski, Nikolaos Nikolaidis, Nicolas Stefanovitch, Bonka Kotseva, Irene Vianini, Sopho Kharazi, Jens P. Linge
Text2Icons: linking icons to narrative participants (position paper) 111-116
Joana Valente, Alípio Jorge, Sérgio Nunes

2022-04-06: submitted by Ricardo Campos and João Cordeiro, metadata incl. bibliographic data published under Creative Commons CC0
yyyy-04-10: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|