Main research themes:
- Small and Large Language Models (Text-only and Multimodal)
- Retrieval-Enhanced Language Modeling (Unstructured and Structured Sources)
- LLM-Based Agents
- Graph Neural Networks
Main task families: question answering, information extraction, information retrieval, document classification, document summarization, conversational agents.
Focus on medical applications.