Knowledge & Reasoning

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 Generative Knowledge Graph Construction: A Review EMNLP 2022 Geometry Interaction Knowledge Graph Embeddings AAAI 2022 Going “Deeper”: Structured Sememe Prediction via Transformer with Tree Attention ACL 2022 GraDA: Graph Generative Data Augmentation for Commonsense Reasoning COLING 2022 Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering EMNLP 2022 Graph-based Dynamic Word Embeddings IJCAI 2022 Graph Embeddings for Argumentation Quality Assessment EMNLP 2022 Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs EMNLP 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 Guiding Neural Entity Alignment with Compatibility EMNLP 2022 Guiding Neural Story Generation with Reader Models EMNLP 2022 Hands-On Interactive Neuro-Symbolic NLP with DRaiL EMNLP 2022 HEAL: A Knowledge Graph for Distress Management Conversations AAAI 2022 Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking ACL 2022 Heterogeneous Peer Effects in the Linear Threshold Model AAAI 2022 HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 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