Beyond Large Language Models: Rediscovering the Role of Classical Statistics in Modern Data Science.
Inmaculada GutiérrezDaniel GómezJavier CastroBruce BimberJulien LabarrePublished in: FUZZ (2024)
Keyphrases
- language model
- data science
- language modeling
- information retrieval
- n gram
- probabilistic model
- speech recognition
- document retrieval
- query expansion
- language modelling
- test collection
- retrieval model
- smoothing methods
- statistical learning
- statistical language models
- ad hoc information retrieval
- context sensitive
- document ranking
- machine learning
- translation model
- query terms
- relevance model
- vector space model
- query specific
- big data
- pseudo relevance feedback
- cross lingual
- relevant documents
- knowledge discovery
- databases
- language models for information retrieval
- spoken term detection
- language model for information retrieval