Domain-matched Pre-training Tasks for Dense Retrieval.
Barlas OguzKushal LakhotiaAnchit GuptaPatrick LewisVladimir KarpukhinAleksandra PiktusXilun ChenSebastian RiedelScott YihSonal GuptaYashar MehdadPublished in: NAACL-HLT (Findings) (2022)
Keyphrases
- image database
- information retrieval
- domain specific
- conceptual retrieval
- transfer learning
- query expansion
- information retrieval systems
- neural network
- keywords
- document retrieval
- image retrieval
- domain independent
- domain experts
- efficient retrieval
- multi task
- training set
- search engine
- test collection
- similarity search
- training samples
- retrieval method
- semi supervised