What Are the Odds? Language Models Are Capable of Probabilistic Reasoning.
Akshay ParuchuriJake GarrisonShun LiaoJohn HernandezJacob E. SunshineTim AlthoffXin LiuDaniel McDuffPublished in: CoRR (2024)
Keyphrases
- language model
- probabilistic reasoning
- language modeling
- bayesian networks
- probabilistic logic
- probabilistic model
- document retrieval
- first order logic
- n gram
- speech recognition
- information retrieval
- constraint satisfaction
- language modelling
- belief networks
- probabilistic inference
- retrieval model
- statistical language models
- logic programming
- language models for information retrieval
- knowledge representation
- smoothing methods
- test collection
- query expansion
- relevance model
- neural network
- conditional probabilities
- pseudo relevance feedback
- data model