Reasoning

Multi-hop Question Generation with Graph Convolutional Network EMNLP 2020 Multi-Step Inference for Reasoning Over Paragraphs EMNLP 2020 Neural Belief Reasoner IJCAI 2020 Neural Execution Engines: Learning to Execute Subroutines NeurIPS 2020 Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension ICLR 2020 NeurASP: Embracing Neural Networks into Answer Set Programming IJCAI 2020 On Robustness in Qualitative Constraint Networks IJCAI 2020 On the Decidability of Intuitionistic Tense Logic without Disjunction IJCAI 2020 Ontology Reasoning with Deep Neural Networks (Extended Abstract) IJCAI 2020 Parameterised Resource-Bounded ATL AAAI 2020 Perspective Plane Program Induction From a Single Image CVPR 2020 PlotQA: Reasoning over Scientific Plots WACV 2020 Predicting Propositional Satisfiability via End-to-End Learning AAAI 2020 Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ACL 2020 Probabilistic Inference for Predicate Constraint Satisfaction AAAI 2020 Program Synthesis with Pragmatic Communication NeurIPS 2020 Proportional Belief Merging AAAI 2020 Pure-Past Linear Temporal and Dynamic Logic on Finite Traces IJCAI 2020 PuzzLing Machines: A Challenge on Learning From Small Data ACL 2020 QASC: A Dataset for Question Answering via Sentence Composition AAAI 2020 Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings ICLR 2020 Query Answering with Guarded Existential Rules under Stable Model Semantics AAAI 2020 Question Directed Graph Attention Network for Numerical Reasoning over Text EMNLP 2020 R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason ACL 2020 Reasoning Over History: Context Aware Visual Dialog EMNLP 2020