Knowledge & Reasoning

Structured d-DNNF Is Not Closed under Negation IJCAI 2024 Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024 Structure Your Data: Towards Semantic Graph Counterfactuals ICML 2024 Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology ACL 2024 Submodel Enumeration for CTL Is Hard AAAI 2024 Symbolic Numeric Planning with Patterns AAAI 2024 Symbolic Reasoning Methods for AI Planning AAAI 2024 SymKGQA: Few-Shot Knowledge Graph Question Answering via Symbolic Program Generation and Execution ACL 2024 Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024 TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning AAAI 2024 Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs EMNLP 2024 Temporal Inductive Logic Reasoning over Hypergraphs IJCAI 2024 Temporal Knowledge Graph Extrapolation via Causal Subhistory Identification IJCAI 2024 Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024 Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024 Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NeurIPS 2024 TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering ACL 2024 The Complexity of Computing Robust Mediated Equilibria in Ordinal Games AAAI 2024 The DBpedia Databus Tutorial: Increase the Visibility and Usability of Your Data COLING 2024 The Expressive Capacity of State Space Models: A Formal Language Perspective NeurIPS 2024 The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing NAACL 2024 The Logic of Doxastic Strategies AAAI 2024 The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning EMNLP 2024 The Queen of England is not England’s Queen: On the Lack of Factual Coherency in PLMs EACL 2024 The Virtual Driving Instructor: Multi-Agent System Collaborating via Knowledge Graph for Scalable Driver Education AAAI 2024