conftrace_

counterfactual framework

2 papers

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Co-occurring keywords · papers mentioning both

language aspect (1) social group signal (1) social group (1) causal mediation analysis (1) natural direct effect (1) natural indirect effect (1) language mediator (1) indirect effect (1) causal mediation (1) model fairness (1)

Papers

Enhancing Model Robustness and Fairness with Causality: A Regularization Approach EMNLP 2021 Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects EMNLP 2021