Reasoning

Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021 Discrete Reasoning Templates for Natural Language Understanding EACL 2021 Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021 Distributional Metareasoning for Heuristic Search IJCAI 2021 Domain adaptation under structural causal models JMLR 2021 Dynamic Knowledge Graph Alignment AAAI 2021 Effect Generation Based on Causal Reasoning EMNLP 2021 Efficiently Explaining CSPs with Unsatisfiable Subset Optimization IJCAI 2021 Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement EMNLP 2021 Enhancing Model Robustness and Fairness with Causality: A Regularization Approach EMNLP 2021 Equivalent Causal Models AAAI 2021 Event-Centric Natural Language Processing ACL 2021 ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning ACL 2021 ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning EMNLP 2021 Explaining Answers with Entailment Trees EMNLP 2021 Explanation in Constraint Satisfaction: A Survey IJCAI 2021 Explanations for Occluded Images ICCV 2021 Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis CVPR 2021 Exploiting Equality Constraints in Causal Inference AISTATS 2021 Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021 Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs EACL 2021 Extracting a Knowledge Base of Mechanisms from COVID-19 Papers NAACL 2021 Faithfully Explainable Recommendation via Neural Logic Reasoning NAACL 2021 Fast Abductive Learning by Similarity-based Consistency Optimization NeurIPS 2021 Faster and Better Simple Temporal Problems AAAI 2021