Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline.
Luyu GaoZhuyun DaiJamie CallanPublished in: CoRR (2021)
Keyphrases
- multistage
- dynamic programming
- single stage
- production system
- stochastic optimization
- lot sizing
- information retrieval
- stochastic programming
- image database
- test collection
- query expansion
- image retrieval
- optimal policy
- training set
- retrieval systems
- training examples
- information retrieval systems
- training process
- finite horizon
- cost function
- special case
- interconnection networks