ThinkSum: Probabilistic reasoning over sets using large language models.
Batu OzturklerNikolay MalkinZhen WangNebojsa JojicPublished in: ACL (1) (2023)
Keyphrases
- language model
- probabilistic reasoning
- language modeling
- bayesian networks
- probabilistic model
- first order logic
- document retrieval
- probabilistic inference
- language modelling
- n gram
- probabilistic logic
- constraint satisfaction
- speech recognition
- query expansion
- retrieval model
- belief networks
- information retrieval
- context sensitive
- knowledge representation
- statistical language models
- logic programming
- test collection
- pseudo relevance feedback
- smoothing methods
- language models for information retrieval
- document ranking
- graphical models
- spoken term detection