| Robust importance-weighted cross-validation under sample selection bias | Oct 17, 2017 | General ClassificationSelection bias | CodeCode Available | 0 |
| Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate | Apr 21, 2018 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 0 |
| RE-SORT: Removing Spurious Correlation in Multilevel Interaction for CTR Prediction | Sep 26, 2023 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 0 |
| Augmented prediction of a true class for Positive Unlabeled data under selection bias | Jul 14, 2024 | PredictionSelection bias | CodeCode Available | 0 |
| Generalized Lee Bounds | Aug 28, 2020 | Selection bias | CodeCode Available | 0 |
| ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation | Apr 3, 2022 | counterfactualRecommendation Systems | CodeCode Available | 0 |
| To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions | Jul 15, 2019 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism | Jan 11, 2024 | Machine TranslationSelection bias | CodeCode Available | 0 |
| Measuring Alignment to Authoritarian State Media as Framing Bias | Dec 1, 2020 | Selection bias | CodeCode Available | 0 |
| Metric-DST: Mitigating Selection Bias Through Diversity-Guided Semi-Supervised Metric Learning | Nov 27, 2024 | DiversityFairness | CodeCode Available | 0 |
| Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution Populations | Jul 3, 2024 | counterfactualHeterogeneous Treatment Effect Estimation | CodeCode Available | 0 |
| Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference | Apr 30, 2024 | Causal InferenceRecommendation Systems | CodeCode Available | 0 |
| Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution | Sep 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction | Mar 19, 2019 | counterfactualMatrix Completion | CodeCode Available | 0 |
| Adaptive Unsupervised Self-training for Disfluency Detection | Oct 1, 2022 | Selection bias | CodeCode Available | 0 |
| Falsification before Extrapolation in Causal Effect Estimation | Sep 27, 2022 | Selection bias | CodeCode Available | 0 |
| Representation Learning for Treatment Effect Estimation from Observational Data | Dec 1, 2018 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| Representation Learning Preserving Ignorability and Covariate Matching for Treatment Effects | Apr 29, 2025 | Representation LearningSelection bias | CodeCode Available | 0 |
| REST: Debiased Social Recommendation via Reconstructing Exposure Strategies | Jan 13, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Monitoring machine learning (ML)-based risk prediction algorithms in the presence of confounding medical interventions | Nov 17, 2022 | Bayesian InferenceSelection bias | CodeCode Available | 0 |
| More Powerful Selective Kernel Tests for Feature Selection | Oct 14, 2019 | feature selectionSelection bias | CodeCode Available | 0 |
| Towards Systematic Monolingual NLP Surveys: GenA of Greek NLP | Jul 13, 2024 | Selection biasSystematic Literature Review | CodeCode Available | 0 |
| Rethinking Large-scale Pre-ranking System: Entire-chain Cross-domain Models | Oct 12, 2023 | Recommendation SystemsRe-Ranking | CodeCode Available | 0 |
| GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language Models | Jul 30, 2024 | Image to textImage-to-Text Retrieval | CodeCode Available | 0 |
| Robust Difference-in-differences Models | Nov 12, 2022 | Selection bias | CodeCode Available | 0 |
