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Knowledge & Reasoning

4,397 papers (1 classified directly here)

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Papers (including subtopics)

UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference EMNLP 2021 Unseen Entity Handling in Complex Question Answering over Knowledge Base via Language Generation EMNLP 2021 Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding IJCAI 2021 Updating the Belief Promotion Operator IJCAI 2021 Using Online Planning and Acting to Recover from Cyberattacks on Software-defined Networks AAAI 2021 VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment EMNLP 2021 Verifiable Machine Ethics in Changing Contexts AAAI 2021 Visual Pivoting for (Unsupervised) Entity Alignment AAAI 2021 VisualSem: a high-quality knowledge graph for vision and language EMNLP 2021 Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects AISTATS 2021 Web Interoperability for Ontology Development and Support with crowd 2.0 IJCAI 2021 WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset NAACL 2021 WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge EMNLP 2021 Zero-Shot Information Extraction to Enhance a Knowledge Graph Describing Silk Textiles EMNLP 2021 A Bayesian Approach for Estimating Causal Effects from Observational Data AAAI 2020 Abstract Interpretation of Decision Tree Ensemble Classifiers AAAI 2020 A Constraint-Based Approach to Learning and Explanation AAAI 2020 Action Graphs for Goal Recognition Problems with Inaccurate Initial States (Student Abstract) AAAI 2020 Active Goal Recognition AAAI 2020 Adaptive Attentional Network for Few-Shot Knowledge Graph Completion EMNLP 2020 A Formal Approach for Cautious Reasoning in Answer Set Programming (Extended Abstract) IJCAI 2020 A Formal Hierarchy of RNN Architectures ACL 2020 A Framework for Measuring Information Asymmetry AAAI 2020 A Framework for Reasoning about Dynamic Axioms in Description Logics IJCAI 2020 A Fully Rational Account of Structured Argumentation Under Resource Bounds IJCAI 2020