Knowledge Graph

HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NeurIPS 2024 Improving IP Geolocation With Target-Centric IP Graph (Student Abstract) AAAI 2024 Improving Knowledge Graph Completion with Structure-Aware Supervised Contrastive Learning EMNLP 2024 Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024 Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ACL 2024 Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024 JellyBell at TextGraphs-17 Shared Task: Fusing Large Language Models with External Knowledge for Enhanced Question Answering ACL 2024 KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning AAAI 2024 KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024 KGDM: A Diffusion Model to Capture Multiple Relation Semantics for Knowledge Graph Embedding AAAI 2024 KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs AAAI 2024 KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding AAAI 2024 KnowGPT: Knowledge Graph based Prompting for Large Language Models NeurIPS 2024 Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024 Knowledge Context Modeling with Pre-trained Language Models for Contrastive Knowledge Graph Completion ACL 2024 Knowledge Graph-Enhanced Large Language Models via Path Selection ACL 2024 KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery IJCAI 2024 Knowledge-Powered Recommendation for an Improved Diet Water Footprint AAAI 2024 LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation AAAI 2024 Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases NeurIPS 2024 Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024 Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024 Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs ICLR 2024 Leveraging Graph Structures to Detect Hallucinations in Large Language Models ACL 2024 Link Prediction in Multilayer Networks via Cross-Network Embedding AAAI 2024