| Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection | Apr 4, 2022 | Alzheimer's Disease DetectionBinary Classification | CodeCode Available | 1 | 5 |
| Matched sample selection with GANs for mitigating attribute confounding | Mar 24, 2021 | AttributeFace Generation | CodeCode Available | 1 | 5 |
| MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation | Dec 16, 2024 | AllBenchmarking | CodeCode Available | 1 | 5 |
| Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics | Jun 8, 2021 | Age And Gender ClassificationBenchmarking | CodeCode Available | 1 | 5 |
| Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models | Sep 16, 2023 | Age/Bias-conflictingBias Detection | CodeCode Available | 0 | 5 |
| Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values | Mar 3, 2023 | Data ValuationDecision Making | CodeCode Available | 0 | 5 |
| Gender Bias Detection in Court Decisions: A Brazilian Case Study | Jun 1, 2024 | Bias DetectionGender Bias Detection | CodeCode Available | 0 | 5 |
| HeteroCorpus: A Corpus for Heteronormative Language Detection | Jul 1, 2022 | Bias DetectionGender Bias Detection | CodeCode Available | 0 | 5 |
| Measuring Gender Bias in Word Embeddings across Domains and Discovering New Gender Bias Word Categories | Aug 1, 2019 | Bias DetectionClustering | CodeCode Available | 0 | 5 |
| Quantifying Gender Biases Towards Politicians on Reddit | Dec 22, 2021 | Bias DetectionGender Bias Detection | CodeCode Available | 0 | 5 |
| Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution | Sep 28, 2021 | Bias Detectioncoreference-resolution | CodeCode Available | 0 | 5 |
| Decoding Biases: Automated Methods and LLM Judges for Gender Bias Detection in Language Models | Aug 7, 2024 | Bias DetectionGender Bias Detection | —Unverified | 0 | 0 |
| Sparse Interventions in Language Models with Differentiable Masking | Dec 13, 2021 | Bias DetectionGender Bias Detection | —Unverified | 0 | 0 |
| Robots Enact Malignant Stereotypes | Jul 23, 2022 | Bias DetectionGender Bias Detection | —Unverified | 0 | 0 |
| Incorporating Subjectivity into Gendered Ambiguous Pronoun (GAP) Resolution using Style Transfer | Jul 1, 2022 | Bias Detectioncoreference-resolution | —Unverified | 0 | 0 |
| Detecting Gender Bias in Transformer-based Models: A Case Study on BERT | Oct 15, 2021 | Bias DetectionGender Bias Detection | —Unverified | 0 | 0 |
| What is Left After Distillation? How Knowledge Transfer Impacts Fairness and Bias | Oct 10, 2024 | Age/UnbiasedFairness | —Unverified | 0 | 0 |
