Papers with Ukraine
Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detection (2024.eacl-demo)
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| Challenge: | a global crisis of trust in news is causing many to avoid the news due to low credibility and negativity. |
| Approach: | They propose to use NLP to detect pro-Kremlin propaganda and explain manipulative linguistic features and keywords to provide feedback to users' news . |
| Outcome: | The proposed solution is based on user inputs and models’ behaviour paired with questionnaire answers and has been shown to be more effective than existing models. |
Investigating Independence vs. Control: Agenda-Setting in Russian News Coverage on Social Media (2022.lrec-1)
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| Challenge: | a major challenge in the media industry has always been its targeted manipulation, says a new study . agenda-setting is a well-known phenomenon in political science . authors explore the relationship between economic indicators and mentions of foreign geopolitical entities . |
| Approach: | They investigate agenda-setting in the Russian social media landscape . they explore the relation between economic indicators and mentions of foreign geopolitical entities . |
| Outcome: | The authors examine the relationship between economic indicators and mentions of foreign geopolitical entities, as well as of Russia itself. |
PolyNarrative: A Multilingual, Multilabel, Multi-domain Dataset for Narrative Extraction from News Articles (2025.acl-long)
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Nikolaos Nikolaidis, Nicolas Stefanovitch, Purificação Silvano, Dimitar Iliyanov Dimitrov, Roman Yangarber, Nuno Guimarães, Elisa Sartori, Ion Androutsopoulos, Preslav Nakov, Giovanni Da San Martino, Jakub Piskorski
| Challenge: | a new dataset of news articles annotated for narratives provides a framework for narrative detection . recurring narratives can propagate with very high velocity across audiences, languages and countries . |
| Approach: | They propose a multilingual dataset annotated for narratives using two-level taxonomies . they define narrative as a recurring, repetitive, overt or implicit claim that promotes a specific interpretation or viewpoint on an ongoing topic . |
| Outcome: | The proposed dataset will foster research in narrative detection and enable new research directions . the authors identify multiple narratives in the same article, and the results are published online . |