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counterfactual-fairness

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ambruhsia / biasAblate

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Identifies and prunes the specific transformer layers encoding demographic bias in LLMs, via hybrid importance scoring and a perplexity-gated ablation criterion. Official code for our IEEE OJ-CS 2026 paper.

nlp model transformers pytorch ieee pruning nlp-machine-learning model-pruning interpretability fairness-ai debiasing transformer-architecture responsible-ai bias-mitigation huggingface-transformers large-language-models llm-inference llm-tools llm-agents counterfactual-fairness
  • Updated Jul 10, 2026
  • Jupyter Notebook

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