Knowledge & Reasoning

Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs IJCAI 2022 Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints AAAI 2022 SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases EMNLP 2022 Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL 2022 Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity NAACL 2022 Synthesis from Satisficing and Temporal Goals AAAI 2022 Synthesis of Maximally Permissive Strategies for LTLf Specifications IJCAI 2022 System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning EMNLP 2022 TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022 TAG: Learning Timed Automata from Logs AAAI 2022 Target-Guided Open-Domain Conversation Planning COLING 2022 Target Languages (vs. Inductive Biases) for Learning to Act and Plan AAAI 2022 TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment AACL 2022 Tell me why! Explanations support learning relational and causal structure ICML 2022 TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022 TempEL: Linking Dynamically Evolving and Newly Emerging Entities NeurIPS 2022 TempoQR: Temporal Question Reasoning over Knowledge Graphs AAAI 2022 Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022 Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING 2022 Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations ACL 2022 Temporally Disentangled Representation Learning NeurIPS 2022 TextGraphs 2022 Shared Task on Natural Language Premise Selection COLING 2022 The Functional LiNGAM PGM 2022 The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks JMLR 2022 The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022