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title: "Workshop on Challenges and Applications of Automated"
description: "Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2024 — accepted papers: 5 papers in…"
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# Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2024 — accepted papers

Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2024 is the 2024 edition of the Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, held in St. Julians, Malta, March 2024 (publisher: Association for Computational Linguistics). The ACL Anthology lists 34 papers of it; our library holds 5 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 St. Julians, [Malta](https://md.research.elamur.ai/free/en/countries/malta/) · 🗓 March 2024

[**34** papers in the proceedings](#all) · [**5** works in our library](https://md.research.elamur.ai/free/en/venues/case/2024/#works) · [**24** citations of these works](https://md.research.elamur.ai/free/en/venues/case/2024/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

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*

## All accepted papers (34)

The most cited first; 5 with our summary link to their page here, the others to the original.

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

[See all 34 papers in Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2024 — accepted papers →](https://md.research.elamur.ai/free/en/venues/case/2024/papers/)

## Papers with our summary in our library (5)

The most cited first (OpenAlex citations plus our library's).

1. **[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/) [Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text](https://md.research.elamur.ai/free/en/venues/case/)**Gökçe Uludoğan, Somaiyeh Dehghan, Inanc Arin, et al.*2024 · 10 citations*
2. **[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/) [Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text](https://md.research.elamur.ai/free/en/venues/case/)**Utku Yagci, Egemen Iscan, Ahmet Kolcak*2024 · 5 citations*
3. **[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/) [Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text](https://md.research.elamur.ai/free/en/venues/case/)**Jesus M. Fraile-Hernandez, Anselmo Peñas*2024 · 4 citations*
4. **[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/) [Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text](https://md.research.elamur.ai/free/en/venues/case/)**Ehsan Barkhordar, Işık S. Topçu, Ali Hürriyetoğlu*2024 · 3 citations*
5. **[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/) [Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text](https://md.research.elamur.ai/free/en/venues/case/)**Kriti Singhal, Jatin Bedi*2024 · 2 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Sentiment & emotion (5)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Semitic languages (4)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Bias, fairness & safety (4)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/)

## Fields

[Computer Science (5)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (3)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Social Sciences (2)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Arzucan Özgür**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/arzucan-ozgur/) · [🧑‍🔬**Berrin Yanikoglu**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/berrin-yanikoglu/) · [🧑‍🔬**Elif Erol**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/elif-erol/) · [🧑‍🔬**Somaiyeh Dehghan**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/somaiyeh-dehghan/) · [🧑‍🔬**Anselmo Peñas**1 work here · 4 citations](https://md.research.elamur.ai/free/en/authors/anselmo-penas/) · [🧑‍🔬**Ali Hürriyetoğlu**1 work here · 3 citations](https://md.research.elamur.ai/free/en/authors/ali-hurriyetoglu/) · [🧑‍🔬**Jatin Bedi**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/jatin-bedi/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Sabancı Üniversitesi** Istanbul · Türkiye 1 work here](https://md.research.elamur.ai/free/en/universities/sabanci-universitesi/) · [🎓**Koç University** Istanbul · Türkiye 1 work here](https://md.research.elamur.ai/free/en/universities/koc-university/) · [🎓**Thapar Institute of Engineering & Technology** Patiāla · India 1 work here](https://md.research.elamur.ai/free/en/universities/thapar-institute-of-engineering-technology/) · [🎓**Universidad Nacional de Educación a Distancia** Madrid · Spain 1 work here](https://md.research.elamur.ai/free/en/universities/universidad-nacional-de-educacion-a-distancia/) · [🎓**King's College London** London · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/king-s-college-london/) · [🎓**Middle East Technical University** Ankara · Türkiye 1 work here](https://md.research.elamur.ai/free/en/universities/middle-east-technical-university/) · [🎓**Boğaziçi University** Istanbul · Türkiye 1 work here](https://md.research.elamur.ai/free/en/universities/bogazici-university/) · [🎓**Istanbul Technical University** Istanbul · Türkiye 1 work here](https://md.research.elamur.ai/free/en/universities/istanbul-technical-university/) · [🎓**Wageningen University & Research** Wageningen · Netherlands 1 work here](https://md.research.elamur.ai/free/en/universities/wageningen-university-research/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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