Reasoning

Choice Logics and Their Computational Properties IJCAI 2021 Combining Machine Learning & Reasoning for Biodiversity Data Intelligence AAAI 2021 Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization AAAI 2021 Complex Query Answering with Neural Link Predictors ICLR 2021 Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ACL 2021 Compositional Generalization via Semantic Tagging EMNLP 2021 Compositional Neural Logic Programming IJCAI 2021 Computing Optimal Hypertree Decompositions with SAT IJCAI 2021 Conditional Inference under Disjunctive Rationality AAAI 2021 Constraint-Driven Learning of Logic Programs AAAI 2021 Context-Aware Online Collective Inference for Templated Graphical Models ICML 2021 Contrastive Reinforcement Learning of Symbolic Reasoning Domains NeurIPS 2021 Counterfactual Credit Assignment in Model-Free Reinforcement Learning ICML 2021 Counterfactual Explanations for Oblique Decision Trees:Exact, Efficient Algorithms AAAI 2021 Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks AAAI 2021 Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable EMNLP 2021 DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning AAAI 2021 Dependency Stochastic Boolean Satisfiability: A Logical Formalism for NEXPTIME Decision Problems with Uncertainty AAAI 2021 Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI EMNLP 2021 DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations ACL 2021 Differentiable Inductive Logic Programming for Structured Examples AAAI 2021 Discovering symbolic policies with deep reinforcement learning ICML 2021 Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models ACL 2021 Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering AAAI 2021 Explanation in Constraint Satisfaction: A Survey IJCAI 2021