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About us

The rapid evolution of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) techniques has opened numerous opportunities for developing intelligent systems capable of autonomous decision-making and adaptive information processing. This workshop focuses on the intersection of advanced AI techniques and domain-specific applications within the broader context of ambient intelligence and artificial intelligence, addressing the gap between general-purpose LLMs and specialised requirements in legal, medical, technical, and regulatory contexts.

Important Dates

Fri, May 8, 2026
Abstract registration deadline
Fri, May 8, 2026
Submission deadline

Paper Submission

Research Paper Submission Tracks

RAG and Advanced Information Retrieval
GraphRAG and knowledge graph integration
Retrieval optimisation for specialised corpora
Domain-Specific Language Models
Fine-tuning and specialisation of foundation models
Few-shot and zero-shot learning in specialised contexts
Evaluation benchmarks for domain-specific LLMs
Agentic AI Architectures
Memory systems for long-context reasoning
Tool use and external API integration
Multi-agent coordination and communication
Frameworks for agentic systems and benchmarking
Document processing and analysis automation
Workflow automation using LLM agents
Natural language interfaces for complex systems
Process optimisation through intelligent agents
Applications in Specialised Domains
Human in the loop AI
Trust and transparency in automated systems
Collaborative intelligence between humans and AI agents
User preference modelling and personalisation
Metrics for RAG system performance
Domain-specific evaluation frameworks
Robustness testing and adversarial scenarios

Call for Papers Description

We invite a broad spectrum of contributions, ranging from original research and architectural proposals to industrial use cases and technological demonstrators. We specifically welcome work addressing the rigorous application of AI and emerging technologies in industrial environments, including research summaries and ongoing PhD studies.

Committee

Organizing Committee

Fábio Silva

CIICESI, Escola Superior de Tecnologia e Gestão, Instituto Politécnico do Porto, Portugal

Ricardo Santos

CIICESI, Escola Superior de Tecnologia e Gestão, Instituto Politécnico do Porto, Portugal

Cesar Analide

Centro ALGORITM, Universidade do Minho, Portugal

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