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Reasoning

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Papers

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

DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering 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

Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? COLING 2022

Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension COLING 2022

IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification COLING 2022