Knowledge Representation

An Automated Engineering Assistant: Learning Parsers for Technical Drawings AAAI 2021 A Scalable Reasoning and Learning Approach for Neural-Symbolic Stream Fusion AAAI 2021 CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge AAAI 2021 Differentiable Inductive Logic Programming for Structured Examples AAAI 2021 DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning EMNLP 2021 Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement EMNLP 2021 End-to-End AMR Coreference Resolution ACL 2021 Graph-Based Decoding for Task Oriented Semantic Parsing EMNLP 2021 IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution AAAI 2021 Implicit Representations of Meaning in Neural Language Models ACL 2021 Interpreting Knowledge Graph Relation Representation from Word Embeddings ICLR 2021 Interpreting Neural Networks as Quantitative Argumentation Frameworks AAAI 2021 Judgment Prediction via Injecting Legal Knowledge into Neural Networks AAAI 2021 KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships EMNLP 2021 Knowledge Base Completion Meets Transfer Learning EMNLP 2021 Knowledge-Base Degrees of Inconsistency: Complexity and Counting AAAI 2021 Knowledge-driven Natural Language Understanding of English Text and its Applications AAAI 2021 Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks ICML 2021 Learning with Holographic Reduced Representations NeurIPS 2021 Mental Actions and Explainability in Kripkean Semantics: What Else do I Know? (Student Abstract) AAAI 2021 Neural Production Systems NeurIPS 2021 Neural-Symbolic Commonsense Reasoner with Relation Predictors ACL 2021 Preferred Explanations for Ontology-Mediated Queries under Existential Rules AAAI 2021 Provably Strict Generalisation Benefit for Equivariant Models ICML 2021 Relational World Knowledge Representation in Contextual Language Models: A Review EMNLP 2021