Knowledge & Reasoning

On-the-fly Synthesis for LTL over Finite Traces AAAI 2021 Ontology-Enriched Query Answering on Relational Databases AAAI 2021 On Weak Stubborn Sets in Classical Planning IJCAI 2021 Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP 2021 Open Knowledge Graphs Canonicalization using Variational Autoencoders EMNLP 2021 Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation ICML 2021 PairRE: Knowledge Graph Embeddings via Paired Relation Vectors ACL 2021 Parameterized Logical Theories AAAI 2021 PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding AAAI 2021 Perhaps PTLMs Should Go to School – A Task to Assess Open Book and Closed Book QA EMNLP 2021 Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL 2021 Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks AAAI 2021 PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 2021 Poisoning Knowledge Graph Embeddings via Relation Inference Patterns ACL 2021 Policy Analysis using Synthetic Controls in Continuous-Time ICML 2021 Politeness for the Theory of Algebraic Datatypes (Extended Abstract) IJCAI 2021 Polynomial-Time in PDDL Input Size: Making the Delete Relaxation Feasible for Lifted Planning IJCAI 2021 Practical Approach on Implementation of WordNets for South African Languages EACL 2021 Preferred Explanations for Ontology-Mediated Queries under Existential Rules AAAI 2021 PRIDE: Predicting Relationships in Conversations EMNLP 2021 Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs NeurIPS 2021 Program Synthesis as Dependency Quantified Formula Modulo Theory IJCAI 2021 Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction ICML 2021 PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings JMLR 2021 Quantification of Resource Production Incompleteness AAAI 2021