Reasoning

Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension EMNLP 2021 Sequential Causal Imitation Learning with Unobserved Confounders NeurIPS 2021 Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning EMNLP 2021 Sketch and Customize: A Counterfactual Story Generator AAAI 2021 SMART: A Situation Model for Algebra Story Problems via Attributed Grammar AAAI 2021 SMT-based Safety Checking of Parameterized Multi-Agent Systems AAAI 2021 Span-based Semantic Parsing for Compositional Generalization ACL 2021 Stratified Rule-Aware Network for Abstract Visual Reasoning AAAI 2021 Subgame solving without common knowledge NeurIPS 2021 SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 2021 Symmetric Component Caching for Model Counting on Combinatorial Instances AAAI 2021 Table-based Fact Verification With Salience-aware Learning EMNLP 2021 Techniques for Symbol Grounding with SATNet NeurIPS 2021 Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks AAAI 2021 Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings NAACL 2021 TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration NAACL 2021 Textual Time Travel: A Temporally Informed Approach to Theory of Mind EMNLP 2021 The Active Sensing Testbed AAAI 2021 The Complexity Landscape of Claim-Augmented Argumentation Frameworks AAAI 2021 Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021 Thinking Fast and Slow in AI AAAI 2021 Thinking Like Transformers ICML 2021 Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding EMNLP 2021 TIMEDIAL: Temporal Commonsense Reasoning in Dialog ACL 2021 Toward Diverse Precondition Generation ACL 2021