Reasoning

Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP 2020 Probabilistic Inference for Predicate Constraint Satisfaction AAAI 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 Query Answering for Existential Rules via Efficient Datalog Rewriting IJCAI 2020 Query Answering with Guarded Existential Rules under Stable Model Semantics AAAI 2020 Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases ACL 2020 Query Rewriting for Ontology-Mediated Conditional Answers AAAI 2020 Rˆ3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge ACL 2020 Reasoning About Inconsistent Formulas IJCAI 2020 Reasoning on Knowledge Graphs with Debate Dynamics AAAI 2020 Reasoning with Latent Structure Refinement for Document-Level Relation Extraction ACL 2020 Recovering Causal Structures from Low-Order Conditional Independencies AAAI 2020 Refining HTN Methods via Task Insertion with Preferences AAAI 2020 Regret Analysis of Bandit Problems with Causal Background Knowledge UAI 2020 Relatedness and TBox-Driven Rule Learning in Large Knowledge Bases AAAI 2020 Relation Specific Transformations for Open World Knowledge Graph Completion COLING 2020 Resilient Logic Programs: Answer Set Programs Challenged by Ontologies AAAI 2020 Revisiting the Foundations of Abstract Argumentation – Semantics Based on Weak Admissibility and Weak Defense AAAI 2020 Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering EMNLP 2020 SEEK: Segmented Embedding of Knowledge Graphs ACL 2020 Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering EMNLP 2020 Semantic Attachments for HTN Planning AAAI 2020