Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies.
Raymond ZhangNeha Nayak KennardDaniel SmithDaniel McFarlandAndrew McCallumKatherine KeithPublished in: ACL (Findings) (2023)
Keyphrases
- causal effects
- causal relations
- structural equation models
- causal relationships
- linear models
- observational data
- causal models
- causal bayesian networks
- causal networks
- feature points
- information retrieval
- high dimensional data
- text mining
- conditional probabilities
- low dimensional
- optimal policy
- causal discovery
- computational complexity
- causal structure
- machine learning
- real world