PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval.
Tuan-Luc HuynhThuy-Trang VuWeiqing WangYinwei WeiTrung LeDragan GasevicYuan-Fang LiThanh-Toan DoPublished in: CoRR (2024)
Keyphrases
- incremental learning
- document retrieval
- language model
- document collections
- information retrieval
- incremental learning algorithm
- retrieval model
- fuzzy artmap
- relevance feedback
- text retrieval
- retrieved documents
- batch learning
- passage retrieval
- query terms
- pairwise
- batch mode
- document indexing
- document image retrieval
- relevant documents
- supervised learning
- semi supervised
- learning process
- pseudo relevance feedback
- spreading activation
- document ranking
- cross language
- retrieval effectiveness