Representation

Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024 ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling IJCAI 2024 RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024 SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph ACL 2024 Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency ICML 2024 Scaling Safe Multi-Agent Control for Signal Temporal Logic Specifications CoRL 2024 Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024 Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search AAAI 2024 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 Stable Model Semantics for Description Logic Terminologies AAAI 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