Current Limitations of Language Models: What You Need is Retrieval.
Aran KomatsuzakiPublished in: CoRR (2020)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- language modeling
- information retrieval
- language models for information retrieval
- ad hoc information retrieval
- statistical language models
- n gram
- relevance model
- smoothing methods
- query terms
- speech recognition
- passage retrieval
- term dependencies
- probabilistic model
- document length
- cross language retrieval
- document ranking
- query generation
- language modelling
- query specific
- context sensitive
- text retrieval
- image database
- statistical language modeling
- information retrieval systems
- pseudo feedback
- ir models
- retrieval systems
- document level
- image retrieval
- okapi bm
- out of vocabulary
- language model for information retrieval
- retrieval process
- vector space model
- retrieval effectiveness
- relevant documents
- vector space
- text categorization
- text classification
- co occurrence
- feature selection