Knowledge & Reasoning

Out-of-Sample Representation Learning for Knowledge Graphs EMNLP 2020 Overcoming the Grounding Bottleneck Due to Constraints in ASP Solving: Constraints Become Propagators IJCAI 2020 ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion AAAI 2020 Parameterised Resource-Bounded ATL AAAI 2020 PathQG: Neural Question Generation from Facts EMNLP 2020 Path Ranking with Attention to Type Hierarchies AAAI 2020 Penman: An Open-Source Library and Tool for AMR Graphs ACL 2020 Permutation-Based Causal Structure Learning with Unknown Intervention Targets UAI 2020 PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods COLING 2020 Plankton: Scalable network configuration verification through model checking NSDI 2020 Planning and Acting with Non-Deterministic Events: Navigating between Safe States AAAI 2020 Planning with Abstract Learned Models While Learning Transferable Subtasks AAAI 2020 Point at the Triple: Generation of Text Summaries from Knowledge Base Triples (Extended Abstract) IJCAI 2020 POP ≡ POCL, Right? Complexity Results for Partial Order (Causal Link) Makespan Minimization AAAI 2020 Popularity Agnostic Evaluation of Knowledge Graph Embeddings UAI 2020 Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models EMNLP 2020 Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP 2020 Probabilistic Inference for Predicate Constraint Satisfaction AAAI 2020 Proportional Belief Merging AAAI 2020 Provenance for the Description Logic ELHr IJCAI 2020 PRover: Proof Generation for Interpretable Reasoning over Rules EMNLP 2020 Pure-Past Linear Temporal and Dynamic Logic on Finite Traces IJCAI 2020 PuzzLing Machines: A Challenge on Learning From Small Data ACL 2020 QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph EMNLP 2020 Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It’s complicated! EMNLP 2020