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Reasoning

2595 directly classified papers

Papers per year

Papers

Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING 2022

Toward a New Science of Common Sense AAAI 2022

AbductionRules: Training Transformers to Explain Unexpected Inputs ACL 2022

Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022

Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge AAAI 2022

Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense ACL 2022

Hey AI, Can You Solve Complex Tasks by Talking to Agents? ACL 2022

Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning ACL 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

MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022

Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 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