Knowledge & Reasoning

MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022 Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models ACL 2022 MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks EMNLP 2022 Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting IJCAI 2022 MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning EMNLP 2022 MeTeoR: Practical Reasoning in Datalog with Metric Temporal Operators AAAI 2022 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022 Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement AAAI 2022 miniF2F: a cross-system benchmark for formal Olympiad-level mathematics ICLR 2022 MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models NeurIPS 2022 Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic AAAI 2022 Modeling Abstract Algebra as an OWL Ontology (Student Abstract) AAAI 2022 Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure IJCAI 2022 Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings NeurIPS 2022 Modeling U.S. State-Level Policies by Extracting Winners and Losers from Legislative Texts ACL 2022 Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022 Modelling Frequency, Attestation, and Corpus-Based Information with OntoLex-FrAC COLING 2022 Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning NAACL 2022 Monotone Abstractions in Ontology-Based Data Management AAAI 2022 MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022 Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ACL 2022 Multi-modal Contrastive Representation Learning for Entity Alignment COLING 2022 Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network AAAI 2022 Natural Language Deduction through Search over Statement Compositions EMNLP 2022 Neural Abstractions NeurIPS 2022