ThinkSum: Probabilistic reasoning over sets using large language models.
Batu OzturklerNikolay MalkinZhen WangNebojsa JojicPublished in: CoRR (2022)
Keyphrases
- language model
- probabilistic reasoning
- language modeling
- bayesian networks
- n gram
- probabilistic model
- constraint satisfaction
- probabilistic logic
- first order logic
- speech recognition
- belief networks
- query expansion
- document retrieval
- probabilistic inference
- logic programming
- language modelling
- test collection
- information retrieval
- knowledge representation
- retrieval model
- smoothing methods
- context sensitive
- relevance model
- statistical language models
- expert systems
- neural network
- language models for information retrieval
- logic programs
- pseudo relevance feedback
- optimal solution