Knowledge Representation

Language Model Analysis for Ontology Subsumption Inference ACL 2023 LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers EMNLP 2023 Machine Reading Comprehension using Case-based Reasoning EMNLP 2023 Materialisation-Based Reasoning in DatalogMTL with Bounded Intervals AAAI 2023 Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023 Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines AAAI 2023 On Undisputed Sets in Abstract Argumentation AAAI 2023 Parallel Neurosymbolic Integration with Concordia ICML 2023 QA Is the New KR: Question-Answer Pairs as Knowledge Bases AAAI 2023 ReadPrompt: A Readable Prompting Method for Reliable Knowledge Probing EMNLP 2023 Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023 Scale-Invariant Infinite Hierarchical Topic Model ACL 2023 Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion ACL 2023 SMT Safety Verification of Ontology-Based Processes AAAI 2023 Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023 Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task AAAI 2023 System Identification of Neural Systems: If We Got It Right, Would We Know? ICML 2023 The Effect of Preferences in Abstract Argumentation under a Claim-Centric View AAAI 2023 Topic Ontologies for Arguments EACL 2023 UMR-Writer 2.0: Incorporating a New Keyboard Interface and Workflow into UMR-Writer ACL 2023 Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive AAAI 2023 VER: Unifying Verbalizing Entities and Relations EMNLP 2023 A Descriptive Study of Metaphors and Frames in the Multilingual Shared Annotation Task NAACL 2022 An Ontological Approach towards Automatic Creation of Infographics from Formal Text (Student Abstract) AAAI 2022 BigCQ: Generating a Synthetic Set of Competency Questions Formalized into SPARQL-OWL (Student Abstract) AAAI 2022