{"total":32,"rows":[{"id":"2404.11457","title":"Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era","created":"2024-04-17","cited_by_count":98,"area":null},{"id":"2205.04610","title":"Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing Evaluation","created":"2022-05-10","cited_by_count":59,"area":null},{"id":"2209.10117","title":"A Comprehensive Survey on Trustworthy Recommender Systems","created":"2022-09-21","cited_by_count":32,"area":null},{"id":"2205.13619","title":"Fairness in Recommendation: Foundations, Methods and Applications","created":"2022-05-26","cited_by_count":27,"area":null},{"id":"2201.12662","title":"Fair ranking: a critical review, challenges, and future directions","created":"2022-01-29","cited_by_count":21,"area":null},{"id":"2312.02592","title":"FRAPPE: A Group Fairness Framework for Post-Processing Everything","created":"2023-12-05","cited_by_count":16,"area":null},{"id":"2108.07450","title":"Identifying Biased Subgroups in Ranking and Classification","created":"2021-08-17","cited_by_count":6,"area":null},{"id":"2205.09240","title":"Debiasing Neural Retrieval via In-batch Balancing Regularization","created":"2022-05-18","cited_by_count":5,"area":null},{"id":"2405.00978","title":"Language Fairness in Multilingual Information Retrieval","created":"2024-05-02","cited_by_count":5,"area":null},{"id":"2405.19022","title":"Towards Standardizing AI Bias Exploration","created":"2024-05-29","cited_by_count":5,"area":null},{"id":"2204.13765","title":"Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in Ranking","created":"2022-04-28","cited_by_count":4,"area":null},{"id":"2207.12138","title":"Towards Fairness-Aware Multi-Objective Optimization","created":"2022-07-22","cited_by_count":4,"area":null},{"id":"2309.01610","title":"Fairness in Ranking under Disparate Uncertainty","created":"2023-09-04","cited_by_count":4,"area":null},{"id":"2402.09326","title":"Stability and Multigroup Fairness in Ranking with Uncertain Predictions","created":"2024-02-14","cited_by_count":4,"area":null},{"id":"2110.15503","title":"A Pre-processing Method for Fairness in Ranking","created":"2021-10-29","cited_by_count":3,"area":null},{"id":"2305.05608","title":"The Role of Relevance in Fair Ranking","created":"2023-05-09","cited_by_count":3,"area":null},{"id":"2312.10094","title":"Evaluative Item-Contrastive Explanations in Rankings","created":"2023-12-14","cited_by_count":3,"area":null},{"id":"2402.10762","title":"On Explaining Unfairness: An Overview","created":"2024-02-16","cited_by_count":3,"area":null},{"id":"2503.13463","title":"Completeness of Datasets Documentation on ML/AI repositories: an Empirical Investigation","created":"2025-02-10","cited_by_count":3,"area":null},{"id":"2112.08268","title":"Prescriptive Machine Learning for Automated Decision Making: Challenges and Opportunities","created":"2021-12-15","cited_by_count":2,"area":null},{"id":"2210.09957","title":"Contextual bandits with concave rewards, and an application to fair ranking","created":"2022-10-18","cited_by_count":2,"area":null},{"id":"2108.05315","title":"Fairness Through Counterfactual Utilities","created":"2021-08-11","cited_by_count":1,"area":null},{"id":"2108.05523","title":"Fair Decision-Making for Food Inspections","created":"2021-08-12","cited_by_count":1,"area":null},{"id":"2111.00735","title":"Calibrating Explore-Exploit Trade-off for Fair Online Learning to Rank","created":"2021-11-01","cited_by_count":1,"area":null},{"id":"2303.09527","title":"Fairness-aware Differentially Private Collaborative Filtering","created":"2023-03-16","cited_by_count":1,"area":null},{"id":"2308.06186","title":"Software Doping Analysis for Human Oversight","created":"2023-08-11","cited_by_count":1,"area":null},{"id":"2309.08460","title":"Explaining Search Result Stances to Opinionated People","created":"2023-09-15","cited_by_count":1,"area":null},{"id":"2412.14724","title":"FROC: Building Fair ROC from a Trained Classifier","created":"2024-12-19","cited_by_count":1,"area":null},{"id":"2502.11429","title":"What's in a Query: Polarity-Aware Distribution-Based Fair Ranking","created":"2025-02-17","cited_by_count":1,"area":null},{"id":"2302.10575","title":"Managing multi-facet bias in collaborative filtering recommender systems","created":"2023-02-21","cited_by_count":0,"area":null},{"id":"2307.14366","title":"Explainable Disparity Compensation for Efficient Fair Ranking","created":"2023-07-25","cited_by_count":0,"area":null},{"id":"2511.00875","title":"Controlling Gender Bias in Retrieval via a Backpack Architecture","created":"2025-11-02","cited_by_count":0,"area":null}],"next_cursor":null}