Deploying a BERT-based Query-Title Relevance Classifier in a Production System: a View from the Trenches.
Leonard DahlmannTomer LancewickiPublished in: CoRR (2021)
Keyphrases
- production system
- relevance feedback
- production process
- multistage
- keywords
- query processing
- multiprocessor architecture
- production rules
- response time
- web page retrieval
- relevance ranking
- certainty factor
- score distributions
- user queries
- view selection
- expert systems
- query dependent
- information retrieval
- production rate
- query expansion
- production line
- relevance scores
- admission control
- relevance model
- query terms
- machine learning
- retrieval systems
- web search
- scheduling problem
- state space