Causal Inference

A Causal Framework for Decomposing Spurious Variations NeurIPS 2023 Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023 A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why? EMNLP 2023 A Measure-Theoretic Axiomatisation of Causality NeurIPS 2023 An Efficient Doubly-Robust Test for the Kernel Treatment Effect NeurIPS 2023 A New Causal Decomposition Paradigm towards Health Equity AISTATS 2023 Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes EMNLP 2023 Argumentation for Interactive Causal Discovery IJCAI 2023 ART: rule bAsed futuRe-inference deducTion EMNLP 2023 A Rule-Based Modal View of Causal Reasoning IJCAI 2023 A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise Models NeurIPS 2023 Assumption violations in causal discovery and the robustness of score matching NeurIPS 2023 A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models JMLR 2023 Beyond the Markov Equivalence Class: Extending Causal Discovery under Latent Confounding CLeaR 2023 BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information NeurIPS 2023 Bounding the Family-Wise Error Rate in Local Causal Discovery Using Rademacher Averages (Extended Abstract) IJCAI 2023 Can ChatGPT Understand Causal Language in Science Claims? ACL 2023 Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023 CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023 Causal Bounds in Quasi-Markovian Graphs ICML 2023 Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data NeurIPS 2023 CausalDialogue: Modeling Utterance-level Causality in Conversations ACL 2023 Causal Discovery for time series from multiple datasets with latent contexts UAI 2023 Causal Discovery from Subsampled Time Series with Proxy Variables NeurIPS 2023 Causal Discovery in Semi-Stationary Time Series NeurIPS 2023