Phase Transitions in the Output Distribution of Large Language Models.
Julian ArnoldFlemming HoltorfFrank SchäferNiels LörchPublished in: CoRR (2024)
Keyphrases
- language model
- phase transition
- language modeling
- n gram
- information retrieval
- probabilistic model
- speech recognition
- query expansion
- language modelling
- random constraint satisfaction problems
- satisfiability problem
- constraint satisfaction
- document retrieval
- test collection
- retrieval model
- statistical language models
- smoothing methods
- context sensitive
- np complete
- mixture model
- sat problem
- vector space model
- np complete problems
- ad hoc information retrieval
- language models for information retrieval
- translation model
- randomly generated
- random instances
- power law
- relevance model
- cellular automata
- query terms
- search algorithm