Paper
Submissions are invited for novel computational methods addressing low-resource cross-domain, cross-lingual, and cross-modal content analysis, with a focus on agentic AI applications.
AI/CORE Unranked
LC4 SPELLL2026 2026
Fifth workshop on Low Resource Cross Domain, Cross Lingual, Cross Modal Content Analysis (LC4) @ SPELLL 2026
LC4 2026 is the fifth workshop focused on low-resource cross-domain, cross-lingual, and cross-modal content analysis, with a special emphasis on agentic AI and autonomous multimodal intelligence. It invites research on computational methods for detecting and modeling multimedia content in under-resourced settings, leveraging foundational models like LLMs and vision-language models for robust, interpretable, and socially responsible analysis.
Key deadlines
Verified August 30, 2026Full paper
August 30, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
August 30, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Agentic AI & Autonomous Multimodal Intelligence
Agentic workflows for multilingual analysisLarge Language Models (LLMs)Vision-Language Foundation Models (VLMs)Speech Foundation ModelsRetrieval-Augmented Generation (RAG)Agentic AI for multimedia analysisMulti-agent collaboration for content understandingParameter-efficient fine-tuning and prompting strategiesMultimodal document intelligenceOCR and document understanding for low-resource scripts
02
Low-Resource and Cross-Lingual Learning
Multilingual and low-resource language modelsTransfer learning for underrepresented languagesCross-lingual retrieval and semantic alignmentMultilingual summarization, question answering, and information extractionCode-mixed misinformation detectionCross-lingual knowledge transferSynthetic data generationIndigenous and endangered language resources
03
Human-Centered and Responsible AI
Human–AI collaborative fact-checkingAnnotation quality and consensus modelingBias and fairness in moderation systemsPrivacy-preserving misinformation analysisTransparent and interpretable AI systemsEthical deployment in sensitive contexts
Policies worth checking twice
- Submissions are handled via OpenReview
- Workshop is in-person with remote presentation option allowed
- Paper submission deadline is August 17, 2026
- Review period: August 18, 2026 – September 14, 2026
- Decision period: September 15, 2026 – September 18, 2026
- Acceptance notification: September 20, 2026
- Camera-ready submission: October 3, 2026
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified August 30, 2026