| 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 |
| RecFlow: An Industrial Full Flow Recommendation Dataset | Oct 28, 2024 | Recommendation SystemsSelection bias | CodeCode Available | 2 | 5 |
| Unifying Online and Counterfactual Learning to Rank | Dec 8, 2020 | counterfactualLearning-To-Rank | 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 |
| Uncovering Main Causalities for Long-tailed Information Extraction | Sep 11, 2021 | Causal Inferencecounterfactual | 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 |
| 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 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | CodeCode Available | 1 | 5 |
| Mathematical Capabilities of ChatGPT | Jan 31, 2023 | Elementary MathematicsMath | CodeCode Available | 1 | 5 |
| PanNuke Dataset Extension, Insights and Baselines | Mar 24, 2020 | Selection biaswhole slide images | CodeCode Available | 1 | 5 |
| Difference-in-Differences with a Continuous Treatment | Jul 6, 2021 | Selection bias | CodeCode Available | 1 | 5 |
| Bias and Debias in Recommender System: A Survey and Future Directions | Oct 7, 2020 | PositionRecommendation Systems | 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 |
| Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation | May 28, 2021 | counterfactualImputation | CodeCode Available | 1 | 5 |
| Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation | Feb 2, 2022 | Heterogeneous Treatment Effect EstimationPOS | 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 |
| EVOS: Efficient Implicit Neural Training via EVOlutionary Selector | Dec 13, 2024 | Evolutionary AlgorithmsSelection bias | 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 |
| Matched sample selection with GANs for mitigating attribute confounding | Mar 24, 2021 | AttributeFace Generation | 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 |
| Large Language Models Are Not Robust Multiple Choice Selectors | Sep 7, 2023 | Computational EfficiencyMultiple-choice | CodeCode Available | 1 | 5 |
| Unmasking the Mask -- Evaluating Social Biases in Masked Language Models | Apr 15, 2021 | Selection biasSentence | CodeCode Available | 1 | 5 |
