Why can neural language models solve next-word prediction? A mathematical perspective.
Vinoth NandakumarPeng MiTongliang LiuPublished in: CoRR (2023)
Keyphrases
- language model
- n gram
- language modeling
- translation model
- speech recognition
- word error rate
- probabilistic model
- word clouds
- language modelling
- prediction accuracy
- retrieval model
- out of vocabulary
- statistical language modeling
- information retrieval
- document retrieval
- multiword
- statistical language models
- language models for information retrieval
- spoken term detection
- language independent
- relevance model
- context sensitive
- query expansion
- query terms
- ad hoc information retrieval
- test collection
- word segmentation
- term weighting
- document ranking
- document level
- language model for information retrieval
- term dependencies
- query specific
- okapi bm
- text categorization
- co occurrence