Reasoning

Paragraph-level Commonsense Transformers with Recurrent Memory AAAI 2021 Parameterized Complexity of Logic-Based Argumentation in Schaefer's Framework AAAI 2021 Passive learning of Timed Automata from logs (Student Abstract) AAAI 2021 Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning IJCAI 2021 PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World ACL 2021 Policy Gradient Bayesian Robust Optimization for Imitation Learning ICML 2021 Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey IJCAI 2021 PQA: Perceptual Question Answering CVPR 2021 Principled Exploration via Optimistic Bootstrapping and Backward Induction ICML 2021 Probing Commonsense Explanation in Dialogue Response Generation EMNLP 2021 ProTo: Program-Guided Transformer for Program-Guided Tasks NeurIPS 2021 Provable Guarantees on the Robustness of Decision Rules to Causal Interventions IJCAI 2021 Ranking Sets of Defeasible Elements in Preferential Approaches to Structured Argumentation: Postulates, Relations, and Characterizations AAAI 2021 Raven's Progressive Matrices Completion with Latent Gaussian Process Priors AAAI 2021 Reasoning-Based Learning of Interpretable ML Models IJCAI 2021 Recall and Learn: A Memory-augmented Solver for Math Word Problems EMNLP 2021 Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units AAAI 2021 Reconciling Rewards with Predictive State Representations IJCAI 2021 Recursion in Abstract Argumentation is Hard --- On the Complexity of Semantics Based on Weak Admissibility AAAI 2021 Reward Identification in Inverse Reinforcement Learning ICML 2021 RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021 RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) AAAI 2021 Room-and-Object Aware Knowledge Reasoning for Remote Embodied Referring Expression CVPR 2021 RuleBERT: Teaching Soft Rules to Pre-Trained Language Models EMNLP 2021 Scale-Localized Abstract Reasoning CVPR 2021