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title: "Workshop on Challenges and Applications of Automated"
description: "All 34 papers of Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2024, the most cited…"
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# Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2024: all accepted papers

34 papers · the most cited first · [← Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2024](https://md.research.elamur.ai/free/en/venues/case/2024/)

1. **[Stance and Hate Event Detection in Tweets Related to Climate Activism - Shared Task at CASE 2024 ↗](https://aclanthology.org/2024.case-1.33/)**Surendrabikram Thapa, Kritesh Rauniyar, Farhan Jafri et al.*7 citations*
2. **[Extended Multimodal Hate Speech Event Detection During Russia-Ukraine Crisis - Shared Task at CASE 2024 ↗](https://aclanthology.org/2024.case-1.31/)**Surendrabikram Thapa, Kritesh Rauniyar, Farhan Jafri et al.*3 citations*
3. **[ReBERT at HSD-2Lang 2024: Fine-Tuning BERT with AdamW for Hate Speech Detection in Arabic and Turkish](https://md.research.elamur.ai/free/en/papers/yagci-2024-rebert-hsd-2lang-2024-fine/)**Utku Yagci, Egemen Iscan, Ahmet Kolcak*3 citations · our summary*
4. **[CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets ↗](https://aclanthology.org/2024.case-1.9/)**Yeshan Wang, Ilia Markov*2 citations*
5. **[Detecting Hate Speech in Turkish Print Media: A Corpus and A Hybrid Approach with Target-oriented Linguistic Knowledge ↗](https://aclanthology.org/2024.case-1.29/)**Gökçe Uludoğan, Atıf Emre Yüksel, Ümit Tunçer et al.*2 citations*
6. **[Evaluating ChatGPT's Ability to Detect Hate Speech in Turkish Tweets ↗](https://aclanthology.org/2024.case-1.6/)**Somaiyeh Dehghan, Berrin Yanikoglu*2 citations*
7. **[NLPDame at ClimateActivism 2024: Mistral Sequence Classification with PEFT for Hate Speech, Targets and Stance Event Detection ↗](https://aclanthology.org/2024.case-1.13/)**Christina Christodoulou*2 citations*
8. **[Team Curie at HSD-2Lang 2024: Hate Speech Detection in Turkish and Arabic Tweets using BERT-based models](https://md.research.elamur.ai/free/en/papers/barkhordar-2024-team-curie-hsd-2lang-2024/)**Ehsan Barkhordar, Işık S. Topçu, Ali Hürriyetoğlu*2 citations · our summary*
9. **[Timeline Extraction from Decision Letters Using ChatGPT ↗](https://aclanthology.org/2024.case-1.3/)**Femke Bakker, Ruben Van Heusden, Maarten Marx*2 citations*
10. **[Transformers at HSD-2Lang 2024: Hate Speech Detection in Arabic and Turkish Tweets Using BERT Based Architectures](https://md.research.elamur.ai/free/en/papers/singhal-2024-transformers-hsd-2lang-2024-hate/)**Kriti Singhal, Jatin Bedi*2 citations · our summary*
11. **[AAST-NLP at ClimateActivism 2024: Ensemble-Based Climate Activism Stance and Hate Speech Detection : Leveraging Pretrained Language Models ↗](https://aclanthology.org/2024.case-1.14/)**Ahmed El-Sayed, Omar Nasr*1 citation*
12. **[Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA ↗](https://aclanthology.org/2024.case-1.23/)**Marek Suppa, Daniel Skala, Daniela Jass et al.*1 citation*
13. **[CUET_Binary_Hackers at ClimateActivism 2024: A Comprehensive Evaluation and Superior Performance of Transformer-Based Models in Hate Speech Event Detection and Stance Classification for Climate Activism ↗](https://aclanthology.org/2024.case-1.20/)**Salman Farsi, Asrarul Hoque Eusha, Mohammad Shamsul Arefin*1 citation*
14. **[DetectiveReDASers at HSD-2Lang 2024: A New Pooling Strategy with Cross-lingual Augmentation and Ensembling for Hate Speech Detection in Low-resource Languages ↗](https://aclanthology.org/2024.case-1.28/)**Fatima Zahra Qachfar, Bryan Tuck, Rakesh Verma*1 citation*
15. **[HAMiSoN-Ensemble at ClimateActivism 2024: Ensemble of RoBERTa, Llama 2, and Multi-task for Stance Detection ↗](https://aclanthology.org/2024.case-1.16/)**Raquel Rodriguez-Garcia, Julio Reyes Montesinos, Jesus M. Fraile-Hernandez et al.*1 citation*
16. **[HAMiSoN-MTL at ClimateActivism 2024: Detection of Hate Speech, Targets, and Stance using Multi-task Learning ↗](https://aclanthology.org/2024.case-1.12/)**Raquel Rodriguez-Garcia, Roberto Centeno*1 citation*
17. **[JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech ↗](https://aclanthology.org/2024.case-1.11/)**Hristo Tanev*1 citation*
18. **[Overview of the Hate Speech Detection in Turkish and Arabic Tweets (HSD-2Lang) Shared Task at CASE 2024](https://md.research.elamur.ai/free/en/papers/uludogan-2024-overview-hate-speech-detection-turkish/)**Gökçe Uludoğan, Somaiyeh Dehghan, Inanc Arin et al.*1 citation · our summary*
19. **[VRLLab at HSD-2Lang 2024: Turkish Hate Speech Detection Online with TurkishBERTweet ↗](https://aclanthology.org/2024.case-1.25/)**Ali Najafi, Onur Varol*1 citation*
20. **[A Concise Report of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text ↗](https://aclanthology.org/2024.case-1.34/)**Ali Hürriyetoğlu, Surendrabikram Thapa, Gökçe Uludoğan et al.
21. **[AAST-NLP at Multimodal Hate Speech Event Detection 2024 : A Multimodal Approach for Classification of Text-Embedded Images Based on CLIP and BERT-Based Models. ↗](https://aclanthology.org/2024.case-1.19/)**Ahmed El-Sayed, Omar Nasr
22. **[ARC-NLP at ClimateActivism 2024: Stance and Hate Speech Detection by Generative and Encoder Models Optimized with Tweet-Specific Elements ↗](https://aclanthology.org/2024.case-1.15/)**Ahmet Kaya, Oguzhan Ozcelik, Cagri Toraman
23. **[Fine-Tuning Language Models on Dutch Protest Event Tweets ↗](https://aclanthology.org/2024.case-1.2/)**Meagan Loerakker, Laurens Müter, Marijn Schraagen
24. **[HAMiSoN-Generative at ClimateActivism 2024: Stance Detection using generative large language models](https://md.research.elamur.ai/free/en/papers/hernandez-2024-hamison-generative-climateactivism-2024-stance/)**Jesus M. Fraile-Hernandez, Anselmo Peñas*our summary*
25. **[HAMiSoN-baselines at ClimateActivism 2024: A Study on the Use of External Data for Hate Speech and Stance Detection ↗](https://aclanthology.org/2024.case-1.21/)**Julio Reyes Montesinos, Alvaro Rodrigo
26. **[IUST at ClimateActivism 2024: Towards Optimal Stance Detection: A Systematic Study of Architectural Choices and Data Cleaning Techniques ↗](https://aclanthology.org/2024.case-1.24/)**Ghazaleh Mahmoudi, Sauleh Eetemadi
27. **[Leveraging Approximate Pattern Matching with BERT for Event Detection ↗](https://aclanthology.org/2024.case-1.4/)**Hristo Tanev
28. **[MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification ↗](https://aclanthology.org/2024.case-1.18/)**Al Nahian Bin Emran, Amrita Ganguly, Sadiya Sayara Chowdhury Puspo et al.
29. **[MasonPerplexity at Multimodal Hate Speech Event Detection 2024: Hate Speech and Target Detection Using Transformer Ensembles ↗](https://aclanthology.org/2024.case-1.17/)**Amrita Ganguly, Al Nahian Bin Emran, Sadiya Sayara Chowdhury Puspo et al.
30. **[RACAI at ClimateActivism 2024: Improving Detection of Hate Speech by Extending LLM Predictions with Handcrafted Features ↗](https://aclanthology.org/2024.case-1.8/)**Vasile Păiș
31. **[Socio-political Events of Conflict and Unrest: A Survey of Available Datasets ↗](https://aclanthology.org/2024.case-1.5/)**Helene Olsen, Étienne Simon, Erik Velldal et al.
32. **[The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods ↗](https://aclanthology.org/2024.case-1.1/)**Evan Fellman, Jacob Tyo, Zachary Lipton
33. **[YYama@Multimodal Hate Speech Event Detection 2024: Simpler Prompts, Better Results - Enhancing Zero-shot Detection with a Large Multimodal Model ↗](https://aclanthology.org/2024.case-1.7/)**Yosuke Yamagishi
34. **[Z-AGI Labs at ClimateActivism 2024: Stance and Hate Event Detection on Social Media ↗](https://aclanthology.org/2024.case-1.22/)**Nikhil Narayan, Mrutyunjay Biswal
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