Causal Inference

Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NeurIPS 2024 VarDial Evaluation Campaign 2024: Commonsense Reasoning in Dialects and Multi-Label Similar Language Identification NAACL 2024 VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach SemEval 2024 Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution EMNLP 2024 Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024 Vision-and-Language Navigation via Causal Learning CVPR 2024 Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target IJCAI 2024 Visual-Textual Entailment with Quantities Using Model Checking and Knowledge Injection COLING 2024 Warped Diffusion for Latent Differentiation Inference AISTATS 2024 Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness NeurIPS 2024 Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024 What Are the Odds? Language Models Are Capable of Probabilistic Reasoning EMNLP 2024 What Causes the Failure of Explicit to Implicit Discourse Relation Recognition? NAACL 2024 What Makes Medical Claims (Un)Verifiable? Analyzing Entity and Relation Properties for Fact Verification EACL 2024 What’s wrong with your model? A Quantitative Analysis of Relation Classification NAACL 2024 What Would Happen Next? Predicting Consequences from An Event Causality Graph EMNLP 2024 When Causal Inference Meets Graph Machine Learning AAAI 2024 When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding NeurIPS 2024 Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples AAAI 2024 Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation NeurIPS 2024 You’ve Got to Feel It To Believe It: Multi-Modal Bayesian Inference for Semantic and Property Prediction RSS 2024 Zero Inflation as a Missing Data Problem: a Proxy-based Approach UAI 2024 Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator COLING 2024 3D Spatial Multimodal Knowledge Accumulation for Scene Graph Prediction in Point Cloud CVPR 2023 A Causal Framework for Decomposing Spurious Variations NeurIPS 2023