Reasoning

Zeroth Order Non-convex optimization with Dueling-Choice Bandits UAI 2020 Abstract Reasoning with Distracting Features NeurIPS 2019 A Cascade Model for Proposition Extraction in Argumentation ACL 2019 A Core Method for the Weak Completion Semantics with Skeptical Abduction (Extended Abstract) IJCAI 2019 Acting and Planning Using Operational Models AAAI 2019 A Hybrid Neural Network Model for Commonsense Reasoning EMNLP 2019 A Logic-Driven Framework for Consistency of Neural Models EMNLP 2019 Analysing Mathematical Reasoning Abilities of Neural Models ICLR 2019 Answer Them All! Toward Universal Visual Question Answering Models CVPR 2019 Anytime Recursive Best-First Search for Bounding Marginal MAP AAAI 2019 A Parametric Top-View Representation of Complex Road Scenes CVPR 2019 Approximate Stream Reasoning with Metric Temporal Logic under Uncertainty AAAI 2019 Are Disentangled Representations Helpful for Abstract Visual Reasoning? NeurIPS 2019 A Replication Study of Semantics in Argumentation IJCAI 2019 A Surprisingly Robust Trick for the Winograd Schema Challenge ACL 2019 A Theory of State Abstraction for Reinforcement Learning AAAI 2019 ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning AAAI 2019 Attention Is (not) All You Need for Commonsense Reasoning ACL 2019 Augmenting Neural Networks with First-order Logic ACL 2019 Automatically Composing Representation Transformations as a Means for Generalization ICLR 2019 Automatic Argument Quality Assessment - New Datasets and Methods EMNLP 2019 Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA ACL 2019 BIRD: Engineering an Efficient CNF-XOR SAT Solver and Its Applications to Approximate Model Counting AAAI 2019 Causal Confusion in Imitation Learning NeurIPS 2019 Challenges in the Automatic Analysis of Students’ Diagnostic Reasoning AAAI 2019