Are language models rational? The case of coherence norms and belief revision.
Thomas HofweberPeter HaseElias Stengel-EskinMohit BansalPublished in: CoRR (2024)
Keyphrases
- language model
- belief revision
- language modeling
- belief change
- propositional logic
- probabilistic model
- document retrieval
- n gram
- speech recognition
- nonmonotonic reasoning
- belief update
- default reasoning
- rational agents
- logical properties
- retrieval model
- information retrieval
- test collection
- belief merging
- query expansion
- logical framework
- language modelling
- plausible inference
- statistical language models
- plausible reasoning
- belief state
- relevance model
- minimal change
- possibilistic logic
- rationality postulates
- multi agent systems
- context sensitive
- update operators
- language models for information retrieval
- dynamic aspects
- epistemic states
- smoothing methods
- knowledge base
- document ranking
- iterated belief revision
- pseudo relevance feedback
- document collections