📰 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

1. Stance and Hate Event Detection in Tweets Related to Climate Activism - Shared Task at CASE 2024 ↗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 ↗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 TurkishUtku Yagci, Egemen Iscan, Ahmet Kolcak3 citations · our summary
4. CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets ↗Yeshan Wang, Ilia Markov2 citations
5. Detecting Hate Speech in Turkish Print Media: A Corpus and A Hybrid Approach with Target-oriented Linguistic Knowledge ↗Gökçe Uludoğan, Atıf Emre Yüksel, Ümit Tunçer et al.2 citations
6. Evaluating ChatGPT's Ability to Detect Hate Speech in Turkish Tweets ↗Somaiyeh Dehghan, Berrin Yanikoglu2 citations
7. NLPDame at ClimateActivism 2024: Mistral Sequence Classification with PEFT for Hate Speech, Targets and Stance Event Detection ↗Christina Christodoulou2 citations
8. Team Curie at HSD-2Lang 2024: Hate Speech Detection in Turkish and Arabic Tweets using BERT-based modelsEhsan Barkhordar, Işık S. Topçu, Ali Hürriyetoğlu2 citations · our summary
9. Timeline Extraction from Decision Letters Using ChatGPT ↗Femke Bakker, Ruben Van Heusden, Maarten Marx2 citations
10. Transformers at HSD-2Lang 2024: Hate Speech Detection in Arabic and Turkish Tweets Using BERT Based ArchitecturesKriti Singhal, Jatin Bedi2 citations · our summary
11. AAST-NLP at ClimateActivism 2024: Ensemble-Based Climate Activism Stance and Hate Speech Detection : Leveraging Pretrained Language Models ↗Ahmed El-Sayed, Omar Nasr1 citation
12. Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA ↗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 ↗Salman Farsi, Asrarul Hoque Eusha, Mohammad Shamsul Arefin1 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 ↗Fatima Zahra Qachfar, Bryan Tuck, Rakesh Verma1 citation
15. HAMiSoN-Ensemble at ClimateActivism 2024: Ensemble of RoBERTa, Llama 2, and Multi-task for Stance Detection ↗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 ↗Raquel Rodriguez-Garcia, Roberto Centeno1 citation
17. JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech ↗Hristo Tanev1 citation
18. Overview of the Hate Speech Detection in Turkish and Arabic Tweets (HSD-2Lang) Shared Task at CASE 2024Gökçe Uludoğan, Somaiyeh Dehghan, Inanc Arin et al.1 citation · our summary
19. VRLLab at HSD-2Lang 2024: Turkish Hate Speech Detection Online with TurkishBERTweet ↗Ali Najafi, Onur Varol1 citation
20. A Concise Report of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text ↗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. ↗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 ↗Ahmet Kaya, Oguzhan Ozcelik, Cagri Toraman
23. Fine-Tuning Language Models on Dutch Protest Event Tweets ↗Meagan Loerakker, Laurens Müter, Marijn Schraagen
24. HAMiSoN-Generative at ClimateActivism 2024: Stance Detection using generative large language modelsJesus M. Fraile-Hernandez, Anselmo Peñasour summary
25. HAMiSoN-baselines at ClimateActivism 2024: A Study on the Use of External Data for Hate Speech and Stance Detection ↗Julio Reyes Montesinos, Alvaro Rodrigo
26. IUST at ClimateActivism 2024: Towards Optimal Stance Detection: A Systematic Study of Architectural Choices and Data Cleaning Techniques ↗Ghazaleh Mahmoudi, Sauleh Eetemadi
27. Leveraging Approximate Pattern Matching with BERT for Event Detection ↗Hristo Tanev
28. MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification ↗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 ↗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 ↗Vasile Păiș
31. Socio-political Events of Conflict and Unrest: A Survey of Available Datasets ↗Helene Olsen, Étienne Simon, Erik Velldal et al.
32. The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods ↗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 ↗Yosuke Yamagishi
34. Z-AGI Labs at ClimateActivism 2024: Stance and Hate Event Detection on Social Media ↗Nikhil Narayan, Mrutyunjay Biswal

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