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# Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2021: all accepted papers

27 papers · the most cited first · [← Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2021](https://md.research.elamur.ai/free/en/venues/case/2021/)

1. **[Multilingual Protest News Detection - Shared Task 1, CASE 2021 ↗](https://aclanthology.org/2021.case-1.11/)**Ali Hürriyetoğlu, Osman Mutlu, Erdem Yörük et al.*40 citations*
2. **[Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report ↗](https://aclanthology.org/2021.case-1.1/)**Ali Hürriyetoğlu, Hristo Tanev, Vanni Zavarella et al.*21 citations*
3. **[Automatic Fake News Detection in Political Platforms - A Transformer-based Approach ↗](https://aclanthology.org/2021.case-1.10/)**Shaina Raza*19 citations*
4. **[DAAI at CASE 2021 Task 1: Transformer-based Multilingual Socio-political and Crisis Event Detection ↗](https://aclanthology.org/2021.case-1.16/)**Hansi Hettiarachchi, Mariam Adedoyin-Olowe, Jagdev Bhogal et al.*16 citations*
5. **[Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021 ↗](https://aclanthology.org/2021.case-1.23/)**Jacek Haneczok, Guillaume Jacquet, Jakub Piskorski et al.*16 citations*
6. **[IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News ↗](https://aclanthology.org/2021.case-1.18/)**Parul Awasthy, Jian Ni, Ken Barker et al.*14 citations*
7. **[Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021 ↗](https://aclanthology.org/2021.case-1.27/)**Salvatore Giorgi, Vanni Zavarella, Hristo Tanev et al.*11 citations*
8. **[IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification ↗](https://aclanthology.org/2021.case-1.24/)**Ken Barker, Parul Awasthy, Jian Ni et al.*11 citations*
9. **[Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection ↗](https://aclanthology.org/2021.case-1.22/)**Francesco Re, Daniel Vegh, Dennis Atzenhofer et al.*11 citations*
10. **[CASE 2021 Task 2 Socio-political Fine-grained Event Classification using Fine-tuned RoBERTa Document Embeddings ↗](https://aclanthology.org/2021.case-1.26/)**Samantha Kent, Theresa Krumbiegel*10 citations*
11. **[PROTEST-ER: Retraining BERT for Protest Event Extraction ↗](https://aclanthology.org/2021.case-1.4/)**Tommaso Caselli, Osman Mutlu, Angelo Basile et al.*10 citations*
12. **[Regressing Location on Text for Probabilistic Geocoding ↗](https://aclanthology.org/2021.case-1.8/)**Benjamin J. Radford*10 citations*
13. **[NUS-IDS at CASE 2021 Task 1: Improving Multilingual Event Sentence Coreference Identification With Linguistic Information ↗](https://aclanthology.org/2021.case-1.14/)**Fiona Anting Tan, Sujatha Das Gollapalli, See-Kiong Ng*9 citations*
14. **[Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection ↗](https://aclanthology.org/2021.case-1.20/)**Tiancheng Hu, Niklas Stoehr*9 citations*
15. **[Extracting Events from Industrial Incident Reports ↗](https://aclanthology.org/2021.case-1.9/)**Nitin Ramrakhiyani, Swapnil Hingmire, Sangameshwar Patil et al.*8 citations*
16. **[IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection ↗](https://aclanthology.org/2021.case-1.13/)**Pawan Kalyan, Duddukunta Reddy, Adeep Hande et al.*8 citations*
17. **[Modality and Negation in Event Extraction ↗](https://aclanthology.org/2021.case-1.6/)**Sander Bijl de Vroe, Liane Guillou, Miloš Stanojević et al.*7 citations*
18. **[ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles ↗](https://aclanthology.org/2021.case-1.19/)**Alaeddin Gürel, Emre Emin*6 citations*
19. **[SU-NLP at CASE 2021 Task 1: Protest News Detection for English](https://md.research.elamur.ai/free/en/papers/celik-2021-su-nlp-case-2021-task/)**Furkan Çelik, Tuğberk Dalkılıç, Fatih Beyhan et al.*6 citations · our summary*
20. **[Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges ↗](https://aclanthology.org/2021.case-1.3/)**Kristine Eck*5 citations*
21. **[CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models ↗](https://aclanthology.org/2021.case-1.25/)**Benjamin J. Radford*4 citations*
22. **[Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction ↗](https://aclanthology.org/2021.case-1.2/)**Elizabeth Boschee*4 citations*
23. **[Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998–2020 ↗](https://aclanthology.org/2021.case-1.7/)**James Scharf, Arya D. McCarthy, Giovanna Maria Dora Dore*3 citations*
24. **[Shared Task 1 System Description : Exploring different approaches for multilingual tasks ↗](https://aclanthology.org/2021.case-1.12/)**Sureshkumar Vivek Kalyan, Tan Paul, Tan Shaun et al.*3 citations*
25. **[AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT ↗](https://aclanthology.org/2021.case-1.21/)**Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi et al.*2 citations*
26. **[FKIE_itf_2021 at CASE 2021 Task 1: Using Small Densely Fully Connected Neural Nets for Event Detection and Clustering ↗](https://aclanthology.org/2021.case-1.15/)**Nils Becker, Theresa Krumbiegel*2 citations*
27. **[ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation ↗](https://aclanthology.org/2021.case-1.5/)**Debanjana Kar, Sudeshna Sarkar, Pawan Goyal
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