Large Language Models as Co-Pilots for Causal Inference in Medical Studies.
Ahmed AlaaRachael V. PhillipsEmre KicimanLaura BalzerMark J. van der LaanMaya PetersenPublished in: CoRR (2024)
Keyphrases
- language model
- causal inference
- language modeling
- n gram
- probabilistic model
- speech recognition
- query expansion
- retrieval model
- additive noise
- information retrieval
- abductive reasoning
- causal models
- smoothing methods
- discrete data
- nonmonotonic reasoning
- relevance model
- rare events
- language models for information retrieval
- spatial domain
- logic programs
- co occurrence
- machine learning