A Review of the Challenges with Massive Web-mined Corpora Used in Large Language Models Pre-Training.
Michal PerelkiewiczRafal PoswiataPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- document retrieval
- probabilistic model
- query expansion
- speech recognition
- statistical language models
- language modelling
- statistical machine translation
- retrieval model
- information retrieval
- test collection
- web documents
- language model for information retrieval
- query terms
- context sensitive
- web pages
- association rules
- smoothing methods
- ad hoc information retrieval
- active learning
- pseudo relevance feedback
- translation model
- document ranking
- natural language processing
- cross lingual
- vector space model
- bayesian networks
- language models for information retrieval
- search engine