Causal Inference

Do Differences in Values Influence Disagreements in Online Discussions? EMNLP 2023 Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models NeurIPS 2023 Do language models have coherent mental models of everyday things? ACL 2023 Do Not Marginalize Mechanisms, Rather Consolidate! NeurIPS 2023 Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control NeurIPS 2023 Do we become wiser with time? On causal equivalence with tiered background knowledge UAI 2023 DRCFS: Doubly Robust Causal Feature Selection ICML 2023 D-Separation for Causal Self-Explanation NeurIPS 2023 Dual Algorithmic Reasoning ICLR 2023 DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract) AAAI 2023 eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract) AAAI 2023 ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023 Efficient Enumeration of Markov Equivalent DAGs AAAI 2023 Efficient SAGE Estimation via Causal Structure Learning AISTATS 2023 Empower Nested Boolean Logic via Self-Supervised Curriculum Learning EMNLP 2023 Enhancing Causal Discovery from Robot Sensor Data in Dynamic Scenarios CLeaR 2023 Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance ACL 2023 Enhancing Event Causality Identification with Counterfactual Reasoning ACL 2023 Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ACL 2023 Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction:A Novel Method ACML 2023 Enhancing Non-line-of-sight Imaging via Learnable Inverse Kernel and Attention Mechanisms ICCV 2023 Enhancing the Inductive Biases of Graph Neural ODE for Modeling Physical Systems ICLR 2023 Enhancing Treatment Effect Estimation: A Model Robust Approach Integrating Randomized Experiments and External Controls using the Double Penalty Integration Estimator UAI 2023 Equal Improvability: A New Fairness Notion Considering the Long-term Impact ICLR 2023 Estimating Average Causal Effects from Patient Trajectories AAAI 2023