Causal Parrots: Large Language Models May Talk Causality But Are Not Causal.
Matej ZecevicMoritz WilligDevendra Singh DhamiKristian KerstingPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- language model
- causal relationships
- causal models
- causal relations
- causal reasoning
- language modeling
- causal inference
- causal knowledge
- retrieval model
- n gram
- bayesian networks
- probabilistic model
- indirect effects
- information retrieval
- language modelling
- speech recognition
- context sensitive
- document retrieval
- vector space model
- pseudo relevance feedback
- causal ordering
- document ranking
- query terms
- machine learning
- relevance model
- observational data
- query expansion
- statistical language models
- causal links
- language models for information retrieval
- language model for information retrieval