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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 2025 — accepted papers: 1 paper in…"
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# Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2025 — accepted papers

Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2025 is the 2025 edition of the Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, held in Varna, Bulgaria, September 2025 (publisher: Association for Computational Linguistics). The ACL Anthology lists 19 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Varna, [Bulgaria](https://md.research.elamur.ai/free/en/countries/bulgaria/) · 🗓 September 2025

[**19** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/case/2025/#works) · [**1** citations of these works](https://md.research.elamur.ai/free/en/venues/case/2025/#works)

## All accepted papers (19)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[CUET NOOB@CASE2025: MultimodalHate Speech Detection in Text-Embedded Memes using Late Fusion with Attention Mechanism ↗](https://aclanthology.org/2025.case-1.19/)**Tomal Paul Joy, Aminul Islam, Saimum Islam et al.
2. **[Challenges and Applications of Automated Extraction of Socio-political Events at the age of Large Language Models ↗](https://aclanthology.org/2025.case-1.2/)**Surendrabikram Thapa, Surabhi Adhikari, Hristo Tanev et al.
3. **[Findings and Insights from the 8th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text ↗](https://aclanthology.org/2025.case-1.1/)**Ali Hurriyetoglu, Surendrabikram Thapa, Hristo Tanev et al.
4. **[ID4Fusion@CASE 2025: A Multimodal Approach to Hate Speech Detection in Text-Embedded Memes Using ensemble Transformer based approach ↗](https://aclanthology.org/2025.case-1.17/)**Tabassum Basher Rashfi, Md. Tanvir Ahammed Shawon, Md. Ayon Mia et al.
5. **[Luminaries@CASE 2025: Multimodal Hate Speech, Target, Stance and Humor Detection using ALBERT and Classical Models ↗](https://aclanthology.org/2025.case-1.8/)**Akshay Esackimuthu
6. **[MLInitiative at CASE 2025: Multimodal Detection of Hate Speech, Humor,and Stance using Transformers](https://md.research.elamur.ai/free/en/papers/acharya-2025-mlinitiative-case-2025-multimodal-detection/)**Ashish Acharya, Ankit Bk, Bikram K.C. et al.*our summary*
7. **[MMFusion@CASE 2025: Attention-Based Multimodal Learning for Text-Image Content Analysis ↗](https://aclanthology.org/2025.case-1.14/)**Prerana Rane
8. **[Machine Translation in the AI Era: Comparing previous methods of machine translation with large language models ↗](https://aclanthology.org/2025.case-1.5/)**William Jock Boyd, Ruslan Mitkov
9. **[Multimodal Deep Learning for Detection of Hate, Humor, and Stance in Social Discourse on Marginalized Communities ↗](https://aclanthology.org/2025.case-1.12/)**Durgesh Verma, Abhinav Kumar
10. **[Multimodal Hate, Humor, and Stance Event Detection in Marginalized Sociopolitical Movements ↗](https://aclanthology.org/2025.case-1.3/)**Surendrabikram Thapa, Siddhant Bikram Shah, Kritesh Rauniyar et al.
11. **[Multimodal Kathmandu@CASE 2025: Task-Specific Adaptation of Multimodal Transformers for Hate, Stance, and Humor Detection ↗](https://aclanthology.org/2025.case-1.13/)**Sujal Maharjan, Astha Shrestha, Shuvam Thakur et al.
12. **[Natural Language Processing vs Large Language Models: this is the end of the world as we know it, and I feel fine ↗](https://aclanthology.org/2025.case-1.4/)**Bertrand De Longueville
13. **[Overfitters@CASE2025: Multimodal Hate Speech Analysis Using BERT and RESNET ↗](https://aclanthology.org/2025.case-1.9/)**Bidhan Chandra Bhattarai, Dipshan Pokhrel, Ishan Maharjan et al.
14. **[PhantomTroupe@CASE 2025: Multimodal Hate Speech Detection in Text-Embedded Memes using Instruction-Tuned LLMs ↗](https://aclanthology.org/2025.case-1.16/)**Farhan Amin, Muhammad Abu Horaira, Md. Tanvir Ahammed Shawon et al.
15. **[Silver@CASE2025: Detection of Hate Speech, Targets, Humor, and Stance in Marginalized Movement ↗](https://aclanthology.org/2025.case-1.10/)**Rohan Mainali, Neha Aryal, Sweta Poudel et al.
16. **[Steering Towards Fairness: Mitigating Political Stance Bias in LLMs ↗](https://aclanthology.org/2025.case-1.6/)**Afrozah Nadeem, Mark Dras, Usman Naseem
17. **[TSR@CASE 2025: Low Dimensional Multimodal Fusion Using Multiplicative Fine Tuning Modules ↗](https://aclanthology.org/2025.case-1.15/)**Sushant Kr. Ray, Rafiq Ali, Abdullah Mohammad et al.
18. **[Team MemeMasters@CASE 2025: Adapting Vision-Language Models for Understanding Hate Speech in Multimodal Content ↗](https://aclanthology.org/2025.case-1.18/)**Shruti Gurung, Shubham Shakya
19. **[wangkongqiang@CASE 2025: Detection and Classifying Language and Targets of Hate Speech using Auxiliary Text Supervised Learning ↗](https://aclanthology.org/2025.case-1.7/)**Wang Kongqiang, Zhang Peng

## Papers with our summary in our library (1)

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

1. **[MLInitiative at CASE 2025: Multimodal Detection of Hate Speech, Humor,and Stance using Transformers](https://md.research.elamur.ai/free/en/papers/acharya-2025-mlinitiative-case-2025-multimodal-detection/) [Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text](https://md.research.elamur.ai/free/en/venues/case/)**Ashish Acharya, Ankit Bk, Bikram K.C., et al.*2025 · 1 citation*

## Top topics

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

[Sentiment & emotion (1)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Bias, fairness & safety (1)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Vision & language (1)](https://md.research.elamur.ai/free/en/topics/multimodal/)

## Fields

[Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Ashish Acharya**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/ashish-acharya/) · [🧑‍🔬**Bikram K.C.**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/bikram-k-c/) · [🧑‍🔬**Rabin Thapa**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/rabin-thapa/) · [🧑‍🔬**Sandesh Shrestha**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/sandesh-shrestha/) · [🧑‍🔬**Surabhi Adhikari**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/surabhi-adhikari/)

## Top institutions

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

[🎓**Tribhuvan University** Kathmandu · Nepal 1 work here](https://md.research.elamur.ai/free/en/universities/tribhuvan-university/) · [🎓**IIMS College** Kathmandu · Nepal 1 work here](https://md.research.elamur.ai/free/en/universities/iims-college/) · [🎓**Kathmandu University** Kathmandu · Nepal 1 work here](https://md.research.elamur.ai/free/en/universities/kathmandu-university/) · [🎓**Columbia University** New York · United States 1 work here](https://md.research.elamur.ai/free/en/universities/columbia-university/)

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

- [← previous 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/)
- [↑ back to Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text](https://md.research.elamur.ai/free/en/venues/case/)