Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference.
Galen WeldPeter WestMaria GlenskiDavid ArbourRyan A. RossiTim AlthoffPublished in: ICWSM (2022)
Keyphrases
- evaluation framework
- causal inference
- observational data
- evaluation process
- evaluation methodology
- experimental data
- additive noise
- causal models
- text mining
- nonmonotonic reasoning
- evaluation measures
- abductive reasoning
- information retrieval
- semantic annotation
- evaluation metrics
- keywords
- discrete data
- rare events
- causal discovery
- causal relationships
- directed acyclic graph
- feature selection