Knowledge Graphs

Falsification of Unconfoundedness by Testing Independence of Causal Mechanisms ICML 2025 Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors ACL 2025 FDGen: A Fairness-Aware Graph Generation Model ICML 2025 Federated Voxel Scene Graph for Intracranial Hemorrhage WACV 2025 Finding your MUSE: Mining Unexpected Solutions Engine EMNLP 2025 ForestCast: Open-Ended Event Forecasting with Semantic News Forest EMNLP 2025 From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs COLING 2025 From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing EMNLP 2025 From RAG to Memory: Non-Parametric Continual Learning for Large Language Models ICML 2025 GC-VLN: Instruction as Graph Constraints for Training-free Vision-and-Language Navigation CoRL 2025 Generating Domain-Specific Knowledge Graphs from Large Language Models ACL 2025 Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series ICML 2025 Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025 Generative FrameNet: Scalable and Adaptive Frames for Interpretable Knowledge Storage and Retrieval for LLMs Powered by LLMs COLING 2025 Generative Intervention Models for Causal Perturbation Modeling ICML 2025 GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model EMNLP 2025 GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation ICML 2025 GNN-RAG: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs ACL 2025 GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025 GRAG: Graph Retrieval-Augmented Generation NAACL 2025 GraphAgent: Agentic Graph Language Assistant EMNLP 2025 Graph-Assisted Culturally Adaptable Idiomatic Translation for Indic languages ACL 2025 Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models ICML 2025 Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning ACL 2025 GraphEQA: Using 3D Semantic Scene Graphs for Real-time Embodied Question Answering CoRL 2025