Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries.
Benjamin HeinzerlingKentaro InuiPublished in: CoRR (2020)
Keyphrases
- language model
- storage capacity
- knowledge base
- query terms
- language modeling
- relevance model
- processing power
- query specific
- computing power
- document retrieval
- probabilistic model
- n gram
- associative memory
- query expansion
- information retrieval
- language modelling
- term dependencies
- retrieval model
- test collection
- query language
- data transfer
- tertiary storage
- statistical language models
- document ranking
- query processing
- retrieval systems
- user queries
- translation model
- pseudo relevance feedback
- retrieval effectiveness
- failure rate
- database
- web search engines
- data center
- limited resources
- named entities
- cloud computing
- bayesian networks
- computational power