Generative Relevance Feedback and Convergence of Adaptive Re-Ranking: University of Glasgow Terrier Team at TREC DL 2023.
Andrew ParryThomas JänichSean MacAvaneyIadh OunisPublished in: CoRR (2024)
Keyphrases
- relevance feedback
- user feedback
- pseudo relevance feedback
- retrieval effectiveness
- query expansion
- information retrieval
- probabilistic retrieval model
- information retrieval systems
- biomedical information retrieval
- image retrieval
- expert search
- retrieved documents
- description logics
- generative model
- document retrieval
- relevance judgements
- relevance judgments
- implicit feedback
- personalized search
- retrieved images
- implicit relevance feedback
- learning to rank
- automatic query expansion
- feature importance
- retrieval accuracy
- image search
- active learning
- ranking algorithm
- convergence rate
- web search
- e learning
- ranking functions
- retrieval model
- relevance assessments
- case study
- unsupervised learning
- knowledge base
- machine learning
- text classification
- question answering
- test collection
- document ranking
- relevant documents
- learning algorithm
- search engine