Knowledge & Reasoning

EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing EMNLP 2022 Efficient Causal Structure Learning from Multiple Interventional Datasets with Unknown Targets AAAI 2022 Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022 Efficient Hyper-parameter Search for Knowledge Graph Embedding ACL 2022 E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022 ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler NeurIPS 2022 Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability IJCAI 2022 Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs AAAI 2022 Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022 Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs NAACL 2022 Enhancing Self-Attention with Knowledge-Assisted Attention Maps NAACL 2022 Ensemble Semi-supervised Entity Alignment via Cycle-Teaching AAAI 2022 Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning EMNLP 2022 Entity Alignment with Reliable Path Reasoning and Relation-aware Heterogeneous Graph Transformer IJCAI 2022 Entity Embedding Completion for Wide-Coverage Entity Disambiguation EMNLP 2022 Entity Linking via Explicit Mention-Mention Coreference Modeling NAACL 2022 Entity Retrieval from Multilingual Knowledge Graphs EMNLP 2022 Entropic Causal Inference: Graph Identifiability ICML 2022 EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers ACL 2022 Equivalence in Argumentation Frameworks with a Claim-Centric View – Classical Results with Novel Ingredients AAAI 2022 Equivariant Quantum Graph Circuits ICML 2022 ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022 Eureka: Neural Insight Learning for Knowledge Graph Reasoning COLING 2022 Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs AAAI 2022 Event Causality Extraction with Event Argument Correlations COLING 2022