Reasoning

Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution CVPR 2021 Acoustic Event Detection with Classifier Chains Interspeech 2021 ACRE: Abstract Causal REasoning Beyond Covariation CVPR 2021 A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving AAAI 2021 A General Setting for Gradual Semantics Dealing with Similarity AAAI 2021 AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning CVPR 2021 A large-scale benchmark for few-shot program induction and synthesis ICML 2021 A Lower Bound for the Sample Complexity of Inverse Reinforcement Learning ICML 2021 Analogical Proportions: Why They Are Useful in AI IJCAI 2021 A Neural Transition-based Model for Argumentation Mining ACL 2021 An in-depth look at Euclidean disk embeddings for structure preserving parsing EMNLP 2021 Answering Open-Domain Questions of Varying Reasoning Steps from Text EMNLP 2021 Apparently Irrational Choice as Optimal Sequential Decision Making AAAI 2021 Are Transformers a Modern Version of ELIZA? Observations on French Object Verb Agreement EMNLP 2021 Argumentation Frameworks with Strong and Weak Constraints: Semantics and Complexity AAAI 2021 A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering AAAI 2021 Attention-based Contrastive Learning for Winograd Schemas EMNLP 2021 Automated Reasoning and Learning for Automated Payroll Management AAAI 2021 Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others NeurIPS 2021 Bayesian Argumentation-Scheme Networks: A Probabilistic Model of Argument Validity Facilitated by Argumentation Schemes EMNLP 2021 BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief EMNLP 2021 Belief-based Generation of Argumentative Claims EACL 2021 BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL 2021 Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks NeurIPS 2021 Cascaded Prediction Network via Segment Tree for Temporal Video Grounding CVPR 2021