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CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior.

Eldar David AbrahamKarel D'OosterlinckAmir FederYair Ori GatAtticus GeigerChristopher PottsRoi ReichartZhengxuan Wu
Published in: CoRR (2022)
Keyphrases
  • real world
  • statistical model
  • experimental data
  • linear models
  • data sets
  • probabilistic model
  • probability distribution
  • natural language processing
  • closed form
  • sensitivity analysis
  • causal models