Beyond Words: A Mathematical Framework for Interpreting Large Language Models.
Javier GonzálezAditya V. NoriPublished in: CoRR (2023)
Keyphrases
- language model
- mathematical framework
- n gram
- language modeling
- image formation
- document representation
- multiword
- out of vocabulary
- translation model
- statistical language modeling
- document retrieval
- information retrieval
- probabilistic model
- speech recognition
- document level
- query expansion
- retrieval model
- test collection
- language modelling
- vector space model
- context sensitive
- query terms
- word error rate
- text classification
- smoothing methods
- statistical language models
- ad hoc information retrieval
- document ranking
- information retrieval systems
- language models for information retrieval
- naive bayes classification
- term dependencies
- text documents