Thinking, Fast and Slow: From the Speed of FastText to the Depth of Retrieval Augmented Large Language Models For Humour Classification.
Jana Viktória KovácikováMarek SuppaPublished in: CLEF (Working Notes) (2024)
Keyphrases
- language model
- document retrieval
- retrieval model
- query expansion
- language modeling
- test collection
- information retrieval
- language models for information retrieval
- ad hoc information retrieval
- statistical language models
- relevance model
- query terms
- smoothing methods
- n gram
- speech recognition
- document length
- document ranking
- language modelling
- classification accuracy
- machine learning
- probabilistic model
- query specific
- document level
- image database
- okapi bm
- passage retrieval
- feature space
- term dependencies
- information retrieval systems
- text classification
- feature selection
- context sensitive
- retrieval effectiveness
- ir models
- out of vocabulary
- statistical language modeling
- cross language retrieval
- document collections
- relevance feedback
- retrieval method
- keywords
- decision trees
- text retrieval