Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference.
Galen WeldPeter WestMaria GlenskiDavid ArbourRyan A. RossiTim AlthoffPublished in: CoRR (2020)
Keyphrases
- evaluation framework
- causal inference
- observational data
- evaluation process
- evaluation methodology
- causal models
- experimental data
- additive noise
- information retrieval
- abductive reasoning
- discrete data
- text mining
- directed acyclic graph
- evaluation measures
- semantic information
- semantic annotation
- data sets
- nonmonotonic reasoning
- sample size
- evaluation metrics
- causal relationships
- causal discovery
- keywords