| Does Machine Bring in Extra Bias in Learning? Approximating Fairness in Models Promptly | May 15, 2024 | Fairnessvalid | CodeCode Available | 0 | 5 |
| Does mitigating ML's impact disparity require treatment disparity? | Nov 19, 2017 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems | Sep 29, 2024 | FairnessOpen-Domain Question Answering | CodeCode Available | 0 | 5 |
| Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness | Apr 19, 2023 | Fairness | CodeCode Available | 0 | 5 |
| FACT: A Diagnostic for Group Fairness Trade-offs | Apr 7, 2020 | AttributeDiagnostic | CodeCode Available | 0 | 5 |
| Modeling Implicit Bias with Fuzzy Cognitive Maps | Dec 23, 2021 | Fairness | CodeCode Available | 0 | 5 |
| Montague semantics and modifier consistency measurement in neural language models | Oct 10, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Equal Improvability: A New Fairness Notion Considering the Long-term Impact | Oct 13, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Equal Opportunity in Online Classification with Partial Feedback | Feb 6, 2019 | ClassificationDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity | Mar 14, 2022 | EthicsFairness | CodeCode Available | 0 | 5 |
| Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees | Jun 15, 2018 | ClassificationFairness | CodeCode Available | 0 | 5 |
| Classification with abstention but without disparities | Feb 24, 2021 | ClassificationFairness | CodeCode Available | 0 | 5 |
| EqGNN: Equalized Node Opportunity in Graphs | Aug 19, 2021 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enumerating Fair Packages for Group Recommendations | May 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Domain Adaptive Decision Trees: Implications for Accuracy and Fairness | Feb 27, 2023 | Domain AdaptationFairness | CodeCode Available | 0 | 5 |
| Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to Evolvability | Jun 8, 2020 | FairnessGeneral Classification | CodeCode Available | 0 | 5 |
| E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems | Apr 20, 2023 | DiversityFairness | CodeCode Available | 0 | 5 |
| Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems | Jul 2, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge | Apr 10, 2025 | Adversarial RobustnessBenchmarking | CodeCode Available | 0 | 5 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Exploring the Jungle of Bias: Political Bias Attribution in Language Models via Dependency Analysis | Nov 15, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition | Jun 10, 2024 | Emotion RecognitionFairness | CodeCode Available | 0 | 5 |
| Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making | May 10, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models | Apr 8, 2020 | Fairnessnamed-entity-recognition | CodeCode Available | 0 | 5 |
| CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom Dialogues | Jun 4, 2025 | Decision MakingFairness | CodeCode Available | 0 | 5 |
