Challenges of using text classifiers for causal inference

Keyphrases

• Causal Inference 100%
• Text Classifier 100%
• Causal Analysis 40%
• Observational Data 20%
• Language Data 20%
• Text Data 20%
• Missing Data 20%
• Measurement Error 20%
• Modelling Mechanism 20%
• Yelp 20%
• Data Error 20%
• Missing Measurements 20%
• Causal Understanding 20%

Mathematics

• Causal Inference 100%
• Text Classifier 100%
• Observational Data 20%
• Measurement Error 20%
• Text Data 20%

Computer Science

• Causal Analysis 100%
• Decision-Making 50%
• Observational Data 50%
• Measurement Error 50%