Causal Inference

Causal Discovery with Hidden Confounders using the Algorithmic Markov Condition UAI 2023 Causal Imitability Under Context-Specific Independence Relations NeurIPS 2023 Causal Inference Despite Limited Global Confounding via Mixture Models CLeaR 2023 Causal Inference from Text: Unveiling Interactions between Variables EMNLP 2023 Causal Inference under Interference and Model Uncertainty CLeaR 2023 Causal inference with outcome-dependent missingness and self-censoring UAI 2023 Causal Intervention for Abstractive Related Work Generation EMNLP 2023 Causal Intervention for Human Trajectory Prediction with Cross Attention Mechanism AAAI 2023 Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension ACL 2023 Causality-aware Concept Extraction based on Knowledge-guided Prompting ACL 2023 Causal Learning through Deliberate Undersampling CLeaR 2023 Causal Models with Constraints CLeaR 2023 Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning ICLR 2023 Causal Structure Learning for Latent Intervened Non-stationary Data ICML 2023 CauSE: Causal Search Engine for Understanding Contact-Center Conversations Interspeech 2023 CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data MLHC 2023 Characterization and Learning of Causal Graphs with Small Conditioning Sets NeurIPS 2023 Choose your Data Wisely: A Framework for Semantic Counterfactuals IJCAI 2023 CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension EACL 2023 CLadder: Assessing Causal Reasoning in Language Models NeurIPS 2023 Clustering and Structural Robustness in Causal Diagrams JMLR 2023 COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ACL 2023 Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions NeurIPS 2023 Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints NeurIPS 2023 Compositional Probabilistic and Causal Inference using Tractable Circuit Models AISTATS 2023