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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

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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

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We Have the Best Words: From the Web-scale Extraction and Attribution of Quotes to Analyzing Negativity in U.S. Political Language
Andreas Spitz

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Robust and Multilingual Analysis of Historical Documents
Antoine Doucet

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Dynamic change detection in topics based on rolling LDAs
Jonas Rieger | Kai-Robin Lange | Jonathan Flossdorf | Carsten Jentsch

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Simplifying Multilingual News Clustering Through Projection From a Shared Space
João Santos | Afonso Mendes | Sebastião Miranda

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Causality Mining in Fiction
Margaret Meehan Dane Malenfant | Andrew Piper

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Changing the Narrative Perspective: From Ranking to Prompt-Based Generation of Entity Mentions
Mike Chen | Razvan C. Bunescu

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Understanding COVID-19 News Coverage using Medical NLP
Ali Emre Varol | Veysel Kocaman | Hasham Ul Haq | David Talby

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Extracting Impact Model Narratives from Social Services' Text
Bart Gajderowicz | Daniela Rosu | Mark S. Fox

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MARCUS: An Event-Centric NLP Pipeline that generates Character Arcs from Narratives
Sriharsh Bhyravajjula | Ujwal Narayan | Manish Shrivastava

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Comprehensive contextual visualization of a news archive for aiding story planning
Ishrat Rahman Sami | Tony Russell-Rose | Larisa N. Soldatova

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Time for some German? Pre-Training a Transformer-based Temporal Tagger for German
Satya Almasian | Dennis Aumiller | Michael Gertz

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EnDSUM: Entropy and Diversity based Disaster Tweet Summarization
Piyush Kumar Garg | Roshni Chakraborty | Sourav Kumar Dandapat

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Exploring Data Augmentation for Classification of Climate Change Denial: Preliminary Study
Jakub Piskorski | Nikolaos Nikolaidis | Nicolas Stefanovitch | Bonka Kotseva | Irene Vianini | Sopho Kharazi | Jens P. Linge

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Text2Icons: linking icons to narrative participants (position paper)
Joana Valente | Alípio Jorge | Sérgio Nunes