Reasoning

From Actions to Programs as Abstract Actual Causes AAAI 2022 From Node To Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection WACV 2022 Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions ICML 2022 Fuzzy Logic Based Logical Query Answering on Knowledge Graphs AAAI 2022 GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022 Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning NeurIPS 2022 General Optimization Framework for Recurrent Reachability Objectives IJCAI 2022 Generated Knowledge Prompting for Commonsense Reasoning ACL 2022 Geometry Interaction Knowledge Graph Embeddings AAAI 2022 Graphical Representations for Algebraic Constraints of Linear Structural Equations Models PGM 2022 Greedy equivalence search in the presence of latent confounders UAI 2022 Greedy relaxations of the sparsest permutation algorithm UAI 2022 Hands-On Interactive Neuro-Symbolic NLP with DRaiL EMNLP 2022 Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking ACL 2022 Heterogeneous Peer Effects in the Linear Threshold Model AAAI 2022 Hierarchical Information Matters: Text Classification via Tree Based Graph Neural Network COLING 2022 Homomorphisms of Lifted Planning Tasks: The Case for Delete-Free Relaxation Heuristics AAAI 2022 How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022 Identifiability of sparse causal effects using instrumental variables UAI 2022 Identification in Tree-shaped Linear Structural Causal Models AISTATS 2022 Identification of Linear Non-Gaussian Latent Hierarchical Structure ICML 2022 Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022 Incomplete Argumentation Frameworks: Properties and Complexity AAAI 2022 Inconsistent Planning: When in Doubt, Toss a Coin! AAAI 2022 Incorporating Causal Analysis into Diversified and Logical Response Generation COLING 2022