Probabilistic Reasoning in Generative Large Language Models.
Aliakbar NafarKristen Brent VenableParisa KordjamshidiPublished in: CoRR (2024)
Keyphrases
- probabilistic reasoning
- language model
- markov logic networks
- bayesian networks
- probabilistic model
- generative model
- language modeling
- n gram
- probabilistic inference
- probabilistic logic
- speech recognition
- first order logic
- belief networks
- constraint satisfaction
- document retrieval
- information retrieval
- query expansion
- language modelling
- statistical language models
- retrieval model
- language modeling framework
- knowledge representation
- test collection
- logic programming
- smoothing methods
- language models for information retrieval
- document ranking
- feature space
- machine learning