Classifying complex documents: comparing bespoke solutions to large language models.
Glen HopkinsKristjan KalmPublished in: CoRR (2023)
Keyphrases
- language model
- document retrieval
- ad hoc information retrieval
- document ranking
- information retrieval
- language modeling
- query terms
- document representation
- vector space model
- n gram
- statistical language models
- document level
- probabilistic model
- language modeling approaches
- relevance model
- language modelling
- retrieval model
- query expansion
- passage retrieval
- test collection
- pseudo relevance feedback
- ir models
- document collections
- pseudo feedback
- retrieved documents
- document length
- relevant documents
- query specific
- speech recognition
- term dependencies
- web documents
- multiword
- language models for information retrieval
- term weighting
- language modeling framework
- text documents
- smoothing methods
- translation model
- context sensitive
- information retrieval systems
- text retrieval
- web search