Causal Inference

DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation ICML 2024 Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs COLING 2024 Do causal predictors generalize better to new domains? NeurIPS 2024 Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering EMNLP 2024 Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models NeurIPS 2024 Do Finetti: On Causal Effects for Exchangeable Data NeurIPS 2024 Do large language models and humans have similar behaviours in causal inference with script knowledge? NAACL 2024 Do LLMs Think Fast and Slow? A Causal Study on Sentiment Analysis EMNLP 2024 Domain constraints improve risk prediction when outcome data is missing ICLR 2024 Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis COLING 2024 DoubleLingo: Causal Estimation with Large Language Models NAACL 2024 Doubly Abductive Counterfactual Inference for Text-based Image Editing CVPR 2024 Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning ICML 2024 Doubly Robust Proximal Causal Learning for Continuous Treatments ICLR 2024 Do we EXPECT TO find phonetic traces for syntactic traces? Interspeech 2024 DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models JMLR 2024 Dual Likelihood for Causal Inference under Structure Uncertainty CLeaR 2024 Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection EMNLP 2024 Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 2024 ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024 Effect-Invariant Mechanisms for Policy Generalization JMLR 2024 Effective Causal Discovery under Identifiable Heteroscedastic Noise Model AAAI 2024 Efficiently Deciding Algebraic Equivalence of Bow-Free Acyclic Path Diagrams UAI 2024 Efficient Policy Evaluation Across Multiple Different Experimental Datasets NeurIPS 2024 Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation ICLR 2024