Causal Inference

Lidar Line Selection with Spatially-Aware Shapley Value for Cost-Efficient Depth Completion CoRL 2022 Linear Combinatorial Semi-Bandit with Causally Related Rewards IJCAI 2022 Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract) AAAI 2022 Logical Fallacy Detection EMNLP 2022 Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP 2022 LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models EMNLP 2022 LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning EMNLP 2022 Look for the Change: Learning Object States and State-Modifying Actions From Untrimmed Web Videos CVPR 2022 Low Resource Causal Event Detection from Biomedical Literature ACL 2022 MALTS: Matching After Learning to Stretch JMLR 2022 Markovian Interference in Experiments NeurIPS 2022 Matching Learned Causal Effects of Neural Networks with Domain Priors ICML 2022 Matching Normalizing Flows and Probability Paths on Manifolds ICML 2022 Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments ICML 2022 Message Passing Neural PDE Solvers ICLR 2022 METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation NAACL 2022 MIMICause: Representation and automatic extraction of causal relation types from clinical notes ACL 2022 Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference AISTATS 2022 Minimum Cost Intervention Design for Causal Effect Identification ICML 2022 MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models NeurIPS 2022 Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference EMNLP 2022 Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs AACL 2022 MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving NAACL 2022 Natural Language Deduction with Incomplete Information EMNLP 2022 Neural Conservation Laws: A Divergence-Free Perspective NeurIPS 2022