Intelligent Information Retrieval
- Introduction to IR
- Overview of traditional IR methods
- IR evaluation
- Overcoming word mismatch problem: relevance feedback and query expansion approaches
- Advanced IR methods: language model-based, neural IR, learning to rank
- Cross-Language IR
- Large language models and IR
- Recommendation systems
- Overview of different IR-based tasks and applications: Personalized search, Information extraction, Question answering systems, Expert finding systems, Digital library, Multimedia retrieval