| Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP | Oct 7, 2021 | Causal InferenceDomain Adaptation | CodeCode Available | 0 | 5 |
| Explaining Text Classifiers with Counterfactual Representations | Feb 1, 2024 | AttributeCausal Inference | CodeCode Available | 0 | 5 |
| Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data | Mar 29, 2022 | Causal DiscoveryCausal Inference | CodeCode Available | 0 | 5 |
| Causal Inference from Text: Unveiling Interactions between Variables | Nov 9, 2023 | Causal InferenceSelection bias | CodeCode Available | 0 | 5 |
| Causal Inference under Outcome-Based Sampling with Monotonicity Assumptions | Apr 17, 2020 | Causal Inference | CodeCode Available | 0 | 5 |
| Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational Data | Apr 30, 2019 | Causal InferenceRepresentation Learning | CodeCode Available | 0 | 5 |
| Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training | Apr 9, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Counterfactual Prediction Under Selective Confounding | Oct 21, 2023 | AllCausal Inference | CodeCode Available | 0 | 5 |
| Counterfactually Comparing Abstaining Classifiers | May 17, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Counterfactual Mean Embeddings | May 22, 2018 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Variable Importance Matching for Causal Inference | Feb 23, 2023 | Causal InferenceFeature Importance | CodeCode Available | 0 | 5 |
| DAG-aware Transformer for Causal Effect Estimation | Oct 13, 2024 | Causal Inference | CodeCode Available | 0 | 5 |
| Generalized Encouragement-Based Instrumental Variables for Counterfactual Regression | Aug 10, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| APEX: Empowering LLMs with Physics-Based Task Planning for Real-time Insight | May 20, 2025 | Causal InferenceDecision Making | CodeCode Available | 0 | 5 |
| Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal Inference | Feb 8, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models | Sep 11, 2019 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Convolutional neural networks for valid and efficient causal inference | Jan 27, 2023 | Causal Inferencevalid | CodeCode Available | 0 | 5 |
| GST-UNet: Spatiotemporal Causal Inference with Time-Varying Confounders | Feb 7, 2025 | Causal Inference | CodeCode Available | 0 | 5 |
| Causal Inference in Possibly Nonlinear Factor Models | Aug 31, 2020 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Estimation of Causal Effects in the Presence of Unobserved Confounding in the Alzheimer's Continuum | Jun 23, 2020 | Causal InferenceClinical Knowledge | CodeCode Available | 0 | 5 |
| CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models | Dec 20, 2023 | Causal InferenceCommon Sense Reasoning | CodeCode Available | 0 | 5 |
| Heterogeneous causal effects with imperfect compliance: a Bayesian machine learning approach | May 29, 2019 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 | 5 |
| Heterogeneous Peer Effects in the Linear Threshold Model | Jan 27, 2022 | Causal Inferencemodel | CodeCode Available | 0 | 5 |
| Hillclimb-Causal Inference: A Data-Driven Approach to Identify Causal Pathways Among Parental Behaviors, Genetic Risk, and Externalizing Behaviors in Children | May 10, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 0 | 5 |
| Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component Analysis | Aug 17, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
