Reasoning

Considering Constraint Monotonicity and Foundedness in Answer Set Programming IJCAI 2022 Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022 Counterfactual Fairness with Partially Known Causal Graph NeurIPS 2022 CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions ACL 2022 Cross-domain Named Entity Recognition via Graph Matching ACL 2022 CURIE: An Iterative Querying Approach for Reasoning About Situations ACL 2022 DCT-Centered Temporal Relation Extraction COLING 2022 Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding NeurIPS 2022 Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022 Decomposing Natural Logic Inferences for Neural NLI EMNLP 2022 Deconfounded Visual Grounding AAAI 2022 Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022 Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ACL 2022 Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies NeurIPS 2022 Design and Verification of the Arm Confidential Compute Architecture OSDI 2022 Dimensional Inconsistency Measures and Postulates in Spatio-Temporal Databases (Extended Abstract) IJCAI 2022 Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning ICML 2022 Discovery of extended summary graphs in time series UAI 2022 Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders NeurIPS 2022 DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022 Do Learned Representations Respect Causal Relationships? CVPR 2022 DuoAI: Fast, Automated Inference of Inductive Invariants for Verifying Distributed Protocols OSDI 2022 Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022 Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering NAACL 2022 e-CARE: a New Dataset for Exploring Explainable Causal Reasoning ACL 2022