Causal Inference

Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024 Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction EMNLP 2024 End-To-End Causal Effect Estimation from Unstructured Natural Language Data NeurIPS 2024 Enhancing Arguments Recognition for Financial Mathematical Reasoning over Hybrid Data EMNLP 2024 Enhancing Fact Verification with Causal Knowledge Graphs and Transformer-Based Retrieval for Deductive Reasoning EMNLP 2024 Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding CLeaR 2024 Epistemic Logic Programs: Non-Ground and Counting Complexity IJCAI 2024 ESR-NeRF: Emissive Source Reconstruction Using LDR Multi-view Images CVPR 2024 Estimating Bounds on Causal Effects Considering Unmeasured Common Causes PGM 2024 Estimating Conditional Average Treatment Effects via Sufficient Representation Learning IJCAI 2024 Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction ICML 2024 Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data NeurIPS 2024 Estimating the Causal Effect of Early ArXiving on Paper Acceptance CLeaR 2024 Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models COLING 2024 Estimating the Emotion of Disgust in Greek Parliament Records NAACL 2024 Estimating treatment effects from single-arm trials via latent-variable modeling AISTATS 2024 Evaluating and Correcting Performative Effects of Decision Support Systems via Causal Domain Shift CLeaR 2024 Evaluating Pre-trial Programs Using Interpretable Machine Learning Matching Algorithms for Causal Inference AAAI 2024 Evaluating Step-by-Step Reasoning through Symbolic Verification NAACL 2024 Evaluating the Deductive Competence of Large Language Models NAACL 2024 Event Causality Identification with Synthetic Control EMNLP 2024 Event Causality Is Key to Computational Story Understanding NAACL 2024 Event-Keyed Summarization EMNLP 2024 Event Semantic Classification in Context EACL 2024 ExChain: Exception Dependency Analysis for Root Cause Diagnosis NSDI 2024