Reasoning

Causal Discovery in Linear Latent Variable Models Subject to Measurement Error NeurIPS 2022 Causal discovery with heterogeneous observational data UAI 2022 Causal Distillation for Language Models NAACL 2022 Causal Dynamics Learning for Task-Independent State Abstraction ICML 2022 Causal Effect Identification with Context-specific Independence Relations of Control Variables AISTATS 2022 CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting AAAI 2022 Causal Inference Through the Structural Causal Marginal Problem ICML 2022 Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition AAAI 2022 Causality Inspired Representation Learning for Domain Generalization CVPR 2022 Causal structure-based root cause analysis of outliers ICML 2022 Chaining Simultaneous Thoughts for Numerical Reasoning EMNLP 2022 Characterizing the Program Expressive Power of Existential Rule Languages AAAI 2022 ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022 CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ACL 2022 Classical Planning with Avoid Conditions AAAI 2022 CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge ACL 2022 Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022 Competing for Resources: Estimating Adversary Strategy for Effective Plan Generation AAAI 2022 Compilation of Aggregates in ASP Systems AAAI 2022 Complex Query Answering with Neural Link Predictors (Extended Abstract)* IJCAI 2022 Complex Video Action Reasoning via Learnable Markov Logic Network CVPR 2022 Composing Neural Learning and Symbolic Reasoning with an Application to Visual Discrimination IJCAI 2022 Compositional Semantics and Inference System for Temporal Order based on Japanese CCG ACL 2022 Conditional Independence for Iterated Belief Revision IJCAI 2022 Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery NeurIPS 2022