| 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 |
