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Reasoning

2595 directly classified papers

Papers per year

Papers

Toward a New Science of Common Sense AAAI 2022
Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge AAAI 2022
Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph COLING 2022
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text AAAI 2022
DeepStochLog: Neural Stochastic Logic Programming AAAI 2022
Coalescing Global and Local Information for Procedural Text Understanding COLING 2022
Homomorphisms of Lifted Planning Tasks: The Case for Delete-Free Relaxation Heuristics AAAI 2022
Learning Not to Learn: Nature versus Nurture In Silico AAAI 2022
Learning Logic Programs Though Divide, Constrain, and Conquer AAAI 2022
Understanding Enthymemes in Deductive Argumentation Using Semantic Distance Measures AAAI 2022
Rushing and Strolling among Answer Sets – Navigation Made Easy AAAI 2022
Linear-Time Verification of Data-Aware Dynamic Systems with Arithmetic AAAI 2022
Equivalence in Argumentation Frameworks with a Claim-Centric View – Classical Results with Novel Ingredients AAAI 2022
Incomplete Argumentation Frameworks: Properties and Complexity AAAI 2022
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation AAAI 2022
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs AAAI 2022
Faster Algorithms for Weak Backdoors AAAI 2022
Resolving Inconsistencies in Simple Temporal Problems: A Parameterized Approach AAAI 2022
Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022
Planning with Biological Neurons and Synapses AAAI 2022
What do Large Language Models Learn beyond Language? EMNLP 2022
Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning EMNLP 2022
Interactive Symbol Grounding with Complex Referential Expressions NAACL 2022
Case-Based Abductive Natural Language Inference COLING 2022
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022