Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries.
Benjamin HeinzerlingKentaro InuiPublished in: EACL (2021)
Keyphrases
- language model
- storage capacity
- knowledge base
- query terms
- language modeling
- relevance model
- processing power
- computing power
- n gram
- query specific
- associative memory
- document retrieval
- probabilistic model
- query expansion
- language modelling
- test collection
- information retrieval
- retrieval model
- statistical language models
- query language
- smoothing methods
- query processing
- data transfer
- retrieval effectiveness
- term dependencies
- pseudo relevance feedback
- retrieval systems
- failure rate
- language models for information retrieval
- user queries
- web search engines
- database
- limited resources
- translation model
- ad hoc retrieval
- neural network
- embedded systems
- document ranking
- feature space
- search engine