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Is Ignorance Bliss? The Role of Post Hoc Explanation Faithfulness and Alignment in Model Trust in Laypeople and Domain Experts.

Tessa HanYasha EktefaieMaha FarhatMarinka ZitnikHimabindu Lakkaraju
Published in: CoRR (2023)
Keyphrases
  • domain experts
  • domain knowledge
  • probabilistic model
  • domain specific
  • expert knowledge
  • post hoc
  • databases
  • preprocessing
  • knowledge acquisition
  • data mining methods
  • evaluation method