FairMind automates dataset-level causal fairness analysis via closed-form counterfactual computations from the standard fairness model and uses zero-shot LLMs for reporting.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Automatic Causal Fairness Analysis with LLM-Generated Reporting
FairMind automates dataset-level causal fairness analysis via closed-form counterfactual computations from the standard fairness model and uses zero-shot LLMs for reporting.