| RecFlow: An Industrial Full Flow Recommendation Dataset | Oct 28, 2024 | Recommendation SystemsSelection bias | CodeCode Available | 2 | 5 |
| Open-LLM-Leaderboard: From Multi-choice to Open-style Questions for LLMs Evaluation, Benchmark, and Arena | Jun 11, 2024 | Multiple-choiceSelection bias | CodeCode Available | 2 | 5 |
| Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation | May 28, 2021 | counterfactualImputation | CodeCode Available | 1 | 5 |
| Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data | Jul 24, 2023 | Selection bias | CodeCode Available | 1 | 5 |
| Matched sample selection with GANs for mitigating attribute confounding | Mar 24, 2021 | AttributeFace Generation | CodeCode Available | 1 | 5 |
| Discovering and Explaining the Non-Causality of Deep Learning in SAR ATR | Apr 3, 2023 | Deep LearningSelection bias | CodeCode Available | 1 | 5 |
| Large Language Models Are Not Robust Multiple Choice Selectors | Sep 7, 2023 | Computational EfficiencyMultiple-choice | CodeCode Available | 1 | 5 |
| Bias and Debias in Recommender System: A Survey and Future Directions | Oct 7, 2020 | PositionRecommendation Systems | CodeCode Available | 1 | 5 |
| Unmasking the Mask -- Evaluating Social Biases in Masked Language Models | Apr 15, 2021 | Selection biasSentence | CodeCode Available | 1 | 5 |
| Uncovering Main Causalities for Long-tailed Information Extraction | Sep 11, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| PanNuke Dataset Extension, Insights and Baselines | Mar 24, 2020 | Selection biaswhole slide images | CodeCode Available | 1 | 5 |
| Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation | Feb 2, 2022 | Heterogeneous Treatment Effect EstimationPOS | CodeCode Available | 1 | 5 |
| Difference-in-Differences with a Continuous Treatment | Jul 6, 2021 | Selection bias | CodeCode Available | 1 | 5 |
| An Information-theoretic Approach to Distribution Shifts | Jun 7, 2021 | Domain GeneralizationModel Selection | CodeCode Available | 1 | 5 |
| DiffPO: A causal diffusion model for learning distributions of potential outcomes | Oct 11, 2024 | Causal InferenceDecision Making | CodeCode Available | 1 | 5 |
| ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance | May 21, 2020 | AttributeClustering | CodeCode Available | 1 | 5 |
| Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias | Oct 23, 2023 | DiversitySelection bias | CodeCode Available | 1 | 5 |
| Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics | Sep 25, 2024 | Selection bias | CodeCode Available | 1 | 5 |
| SurvTRACE: Transformers for Survival Analysis with Competing Events | Oct 2, 2021 | Multi-Task LearningSelection bias | CodeCode Available | 1 | 5 |
| Unifying Online and Counterfactual Learning to Rank | Dec 8, 2020 | counterfactualLearning-To-Rank | CodeCode Available | 1 | 5 |
| A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias | May 5, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| What Makes ImageNet Look Unlike LAION | Jun 27, 2023 | counterfactualImage Captioning | CodeCode Available | 1 | 5 |
| EVOS: Efficient Implicit Neural Training via EVOlutionary Selector | Dec 13, 2024 | Evolutionary AlgorithmsSelection bias | CodeCode Available | 1 | 5 |
| Mathematical Capabilities of ChatGPT | Jan 31, 2023 | Elementary MathematicsMath | CodeCode Available | 1 | 5 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | CodeCode Available | 1 | 5 |
| Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid | Oct 30, 2022 | Few-Shot LearningSelection bias | CodeCode Available | 1 | 5 |
| An adaptive denoising recommendation algorithm for causal separation bias | Nov 15, 2023 | Causal InferenceDenoising | CodeCode Available | 0 | 5 |
| Automated Dependence Plots | Dec 2, 2019 | Bias DetectionModel Selection | CodeCode Available | 0 | 5 |
| Deep Counterfactual Networks with Propensity-Dropout | Jun 19, 2017 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach | Aug 23, 2023 | Diagnosticparameter estimation | CodeCode Available | 0 | 5 |
| Pre-training of Graph Augmented Transformers for Medication Recommendation | Jun 2, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting | Apr 29, 2020 | Abusive LanguageGeneral Classification | CodeCode Available | 0 | 5 |
| Addressing Correlated Latent Exogenous Variables in Debiased Recommender Systems | Jun 9, 2025 | FairnessImputation | CodeCode Available | 0 | 5 |
| Decolonising Data Systems: Using Jyutping or Pinyin as tonal representations of Chinese names for data linkage | Sep 6, 2024 | Selection bias | CodeCode Available | 0 | 5 |
| DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer Learning | Sep 30, 2024 | DiversityDomain Adaptation | CodeCode Available | 0 | 5 |
| Batch-Mix Negative Sampling for Learning Recommendation Retrievers | Oct 21, 2023 | Collaborative FilteringSelection bias | CodeCode Available | 0 | 5 |
| Debiased Bayesian inference for average treatment effects | Sep 26, 2019 | Bayesian InferenceCausal Inference | CodeCode Available | 0 | 5 |
| Decorrelated Clustering with Data Selection Bias | Jun 29, 2020 | ClusteringSelection bias | CodeCode Available | 0 | 5 |
| Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation | Apr 26, 2024 | Heterogeneous Treatment Effect EstimationRepresentation Learning | CodeCode Available | 0 | 5 |
| Correcting Sociodemographic Selection Biases for Population Prediction from Social Media | Nov 10, 2019 | PredictionSelection bias | CodeCode Available | 0 | 5 |
| Augmented prediction of a true class for Positive Unlabeled data under selection bias | Jul 14, 2024 | PredictionSelection bias | CodeCode Available | 0 | 5 |
| Adaptive Unsupervised Self-training for Disfluency Detection | Oct 1, 2022 | Selection bias | CodeCode Available | 0 | 5 |
| Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage | Mar 6, 2024 | Conformal PredictionDrug Discovery | CodeCode Available | 0 | 5 |
| Correcting the Triplet Selection Bias for Triplet Loss | Sep 1, 2018 | Face RecognitionFine-Grained Image Classification | CodeCode Available | 0 | 5 |
| Learning Group Importance using the Differentiable Hypergeometric Distribution | Mar 3, 2022 | ClusteringSelection bias | CodeCode Available | 0 | 5 |
| Correcting for Selection Bias and Missing Response in Regression using Privileged Information | Mar 29, 2023 | Imputationregression | CodeCode Available | 0 | 5 |
| Causal Machine Learning for Cost-Effective Allocation of Development Aid | Jan 30, 2024 | counterfactualRepresentation Learning | CodeCode Available | 0 | 5 |
| Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes | Apr 10, 2017 | Bayesian Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility Rules | Apr 26, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| A First Look at Selection Bias in Preference Elicitation for Recommendation | May 1, 2024 | Recommendation SystemsSelection bias | CodeCode Available | 0 | 5 |
