Knowledge & Reasoning

Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL 2020 Exact yet Efficient Graph Parsing, Bi-directional Locality and the Constructivist Hypothesis ACL 2020 Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning AAAI 2020 Experiences with Modeling Network Topologies at Multiple Levels of Abstraction NSDI 2020 Explainable Reinforcement Learning through a Causal Lens AAAI 2020 Explanation Regeneration via Multi-Hop ILP Inference over Knowledge Base COLING 2020 Explanations for Inconsistency-Tolerant Query Answering under Existential Rules AAAI 2020 Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ACL 2020 Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020 Exploiting WordNet Synset and Hypernym Representations for Answer Selection AACL 2020 Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment EMNLP 2020 Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data AAAI 2020 Faithful Embeddings for Knowledge Base Queries NeurIPS 2020 Ferryman as SemEval-2020 Task 5: Optimized BERT for Detecting Counterfactuals SemEval 2020 Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020 Few-Shot Knowledge Graph Completion AAAI 2020 Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases EMNLP 2020 Forgetting an Argument AAAI 2020 Formalizing Group and Propagated Trust in Multi-Agent Systems IJCAI 2020 Formulas Free From Inconsistency: An Atom-Centric Characterization in Priest's Minimally Inconsistent LP (Extended Abstract) IJCAI 2020 From Statistical Relational to Neuro-Symbolic Artificial Intelligence IJCAI 2020 Front-to-Front Heuristic Search for Satisficing Classical Planning IJCAI 2020 GAIA: A Fine-grained Multimedia Knowledge Extraction System ACL 2020 GAR: Graph Assisted Reasoning for Object Detection WACV 2020 GenC: A Fast Tool for Applications Involving Belief Revision IJCAI 2020