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Reasoning

2595 directly classified papers

Papers per year

Papers

RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners EMNLP 2022
On the Learning Mechanisms in Physical Reasoning NIPS 2022
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization AAAI 2021
Apparently Irrational Choice as Optimal Sequential Decision Making AAAI 2021
Principled Exploration via Optimistic Bootstrapping and Backward Induction ICML 2021
A large-scale benchmark for few-shot program induction and synthesis ICML 2021
Acoustic Event Detection with Classifier Chains INTERSPEECH 2021
Analogical Proportions: Why They Are Useful in AI IJCAI 2021
Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey IJCAI 2021
Reasoning-Based Learning of Interpretable ML Models IJCAI 2021
Explanation in Constraint Satisfaction: A Survey IJCAI 2021
Provable Guarantees on the Robustness of Decision Rules to Causal Interventions IJCAI 2021
Compositional Neural Logic Programming IJCAI 2021
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning IJCAI 2021
Toward Diverse Precondition Generation ACL 2021
Reconciling Rewards with Predictive State Representations IJCAI 2021
NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning ACL 2021
Generating Hypothetical Events for Abductive Inference ACL 2021
LOA: Logical Optimal Actions for Text-based Interaction Games ACL 2021
Exploring Listwise Evidence Reasoning with T5 for Fact Verification ACL 2021
Verifying Reinforcement Learning up to Infinity IJCAI 2021
Lifting Symmetry Breaking Constraints with Inductive Logic Programming IJCAI 2021
Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models ACL 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog ACL 2021
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations ACL 2021