Knowledge Graphs

SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation NeurIPS 2024 SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction WACV 2024 Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs ICML 2024 Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024 Socio-cultural adapted chatbots: Harnessing Knowledge Graphs and Large Language Models for enhanced context awarenes EACL 2024 Statistical Inference Under Constrained Selection Bias ICML 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 SymKGQA: Few-Shot Knowledge Graph Question Answering via Symbolic Program Generation and Execution ACL 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 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 DBpedia Databus Tutorial: Increase the Visibility and Usability of Your Data COLING 2024 The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing NAACL 2024 The Virtual Driving Instructor: Multi-Agent System Collaborating via Knowledge Graph for Scalable Driver Education AAAI 2024 Towards Continual Knowledge Graph Embedding via Incremental Distillation AAAI 2024 Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs EMNLP 2024 Towards Cross-Linguistic Semantic Grounding using Dictionary Graph Analysis EMNLP 2024 Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph ICML 2024 Towards Human-like Learning from Relational Structured Data AAAI 2024