Vol-3116⫷ Vol-3117 ⫸Vol-3118
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 Jatowt ⁴
Sumit Bhatia ⁵
Marina Litvak 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 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Robust and Multilingual Analysis of Historical Documents 3-4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 |