CASE 2026 : Challenges and Applications of Automated Extraction of Socio-political Events from Texts

Call for Papers: CASE 2025 @ RANLP (8. Challenges and Applications of Automated Extraction of Socio-political Events from Texts)

Dear Colleagues,

We are pleased to announce the 8th edition of the Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, held in conjunction with RANLP 2025 (https://ranlp.org/ranlp2025/)!

CASE is a leading venue for research, resources, and practical advances in automated event extraction and analysis, focusing on social and political event data. It has been organized consistently in top venues like ACL, EMNLP, EACL, etc.

We invite submissions of research papers, resource papers, and position papers addressing (but not limited to) the following topics:
• Event extraction at the sentence, document, or cross-document level, including event coreference.
• Creation and annotation of datasets for event extraction.
• Modeling event-event relations such as subevents, causal, temporal, and spatial links.
• Evaluation of event datasets: reliability, validity, and coverage.
• Event schemas and ontologies: population, definition, and enrichment.
• Tools, pipelines, and infrastructure for event annotation and analysis.
• Linguistic aspects of event representation: lexical, syntactic, semantic, discursive, and pragmatic.
• Applications of event data in conflict prediction, early warning, and policy support.
• Detection of new event types, including protests, public health crises, and cyber activism.
• Bias, fairness, and misinformation in event extraction systems and datasets.
• Legal, ethical, and privacy considerations in dataset creation and dissemination.
• Cross-lingual, multilingual, and multimodal event extraction.
• Use of LLMs and generative AI for event extraction, analysis, and dataset generation.
• Release of new benchmarks, datasets, or annotation resources.

All accepted papers will be published in the ACL Anthology.

Website: https://emw.ku.edu.tr/case-2025/ (being updated! please get in touch with [email protected] for any questions)
Link for submission: https://softconf.com/ranlp25/CASE2025/user/

Important dates:
Submission Deadline: 25 July 2025
Notification: August 17, 2025
Camera-ready deadline: August 30, 2025
Workshop date: September 11-13, 2025

Shared task
Multimodal detection of hate speech, humor, and stance in LGBTQ+ socio-political discourse
To know more and participate, please visit: https://eur02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Ftherealthapa%2Fcase2025-multimodal%2Fblob%2Fmain%2FREADME.md&data=05%7C02%7Ccongreso.sepln2022%40udc.gal%7Cf17ea498fd02490d3f1308ddbcd5e11b%7Ccea1ea3e60b24f75a6c2a6022e8f961b%7C0%7C0%7C638874348966565590%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=82tU3TtU%2Fb8qwEtrENOzXBxI1eBXjsAUU8v%2FpHP7tto%3D&reserved=0
All shared task papers will also be published in the ACL anthology.
Organizers: Surendrabikram Thapa, Siddhant Bikram Shah, Shuvam Shiwakoti, Kritesh Rauniyar, Surabhi Adhikari, Kristy Johnson, Ali Hürriyetoğlu, Hristo Tanev, Usman Naseem

Organizing committee:
Ali Hürriyetoglu
Hristo Tanev
Surendrabikram Thapa
Vanni Zavarella
Erdem Yörük